Replication Data for: Peer Performance and Earnings Management (doi:10.21979/N9/XO8MB3)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
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Document Description

Citation

Title:

Replication Data for: Peer Performance and Earnings Management

Identification Number:

doi:10.21979/N9/XO8MB3

Distributor:

DR-NTU (Data)

Date of Distribution:

2019-03-19

Version:

1

Bibliographic Citation:

Shen, Rui; Qianqian, Du, 2019, "Replication Data for: Peer Performance and Earnings Management", https://doi.org/10.21979/N9/XO8MB3, DR-NTU (Data), V1, UNF:6:Acti+s82LYV+sfyXJotLNg== [fileUNF]

Study Description

Citation

Title:

Replication Data for: Peer Performance and Earnings Management

Identification Number:

doi:10.21979/N9/XO8MB3

Authoring Entity:

Shen, Rui (Nanyang Technological University)

Qianqian, Du (Southwest University of Finance and Economic, Chengdu, China)

Software used in Production:

STATA

Distributor:

DR-NTU (Data)

Access Authority:

Shen, Rui

Depositor:

Shen, Rui

Date of Deposit:

2019-03-18

Holdings Information:

https://doi.org/10.21979/N9/XO8MB3

Study Scope

Keywords:

Business and Management, Business and Management, Finance, Accounting, Peer performance, Earning management, Capital market pressure, Relative performance evaluation

Abstract:

This paper studies how peer performance affects firms’ earnings management decisions. Using peer firms’ idiosyncratic returns as an exogenous peer performance measure and the instrumental variable approach, we find that higher peer performance leads to higher discretionary accruals. This effect is salient for both industry leaders and followers and is robust to alternative discretionary accrual measures and alternative peer definitions. We examine two mechanisms through which peer performance affects firms’ earnings management. We find that analysts revise their earnings forecasts according to peer performance and that when peer performance is higher, firms are less likely to meet or beat analyst consensus without managing earnings. This evidence suggests a capital market pressure mechanism. In addition, the effect of peer performance is more pronounced in firms using relative performance evaluation, suggesting a compensation pressure mechanism. In sum, our evidence suggests that managers report opportunistically to match peer performance.

Kind of Data:

DTA file

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Publications

Citation

Identification Number:

10.1016/j.jbankfin.2018.01.017

Bibliographic Citation:

Du, Q., & Shen, R. (2018). Peer performance and earnings management. Journal of Banking & Finance, 89, 125-137.

Citation

Identification Number:

10356/90120

Bibliographic Citation:

Du, Q., & Shen, R. (2018). Peer performance and earnings management. Journal of Banking & Finance, 89, 125-137.

File Description--f7882

File: peer201605.tab

  • Number of cases: 160496

  • No. of variables per record: 285

  • Type of File: text/tab-separated-values

Notes:

UNF:6:Acti+s82LYV+sfyXJotLNg==

Variable Description

List of Variables:

Variables

Global Company Key

f7882 Location:

Variable Format: character

Notes: UNF:6:fRAOON7xu8zd9G1lZpXehg==

Data Date

f7882 Location:

Variable Format: character

Notes: UNF:6:HmZ076OER8Zsy0tKs/SIrA==

Fiscal Year

f7882 Location:

Summary Statistics: Valid 160496.0; Min. 1988.0; StDev 6.9243070669986055; Mean 2001.4106893629792; Max. 2015.0

Variable Format: numeric

Notes: UNF:6:eoZPI9di9JEDbmgBEtTlYQ==

Fiscal Quarter

f7882 Location:

Summary Statistics: Mean 2.6963413418401085; Valid 160496.0; Max. 4.0; Min. 1.0; StDev 1.1551633069450349

Variable Format: numeric

Notes: UNF:6:3PM2Uw052duK3Fj0zij9tg==

Fiscal Year-end Month

f7882 Location:

Summary Statistics: Max. 12.0; Valid 160496.0; Min. 1.0; Mean 9.649249825541254; StDev 3.499445528200697

Variable Format: numeric

Notes: UNF:6:r5cmRaESaIId2kZDJEgZ9g==

CUSIP

f7882 Location:

Variable Format: character

Notes: UNF:6:bEgsn/ovw/tGPZuUD550xg==

Report Date of Quarterly Earnings

f7882 Location:

Variable Format: character

Notes: UNF:6:L1R0BbAKmwZo3yQs25D/Gg==

Assets - Total

f7882 Location:

Summary Statistics: Max. 846988.0; Valid 160496.0; Min. 0.078; Mean 3748.5936628328036; StDev 20445.213185243516;

Variable Format: numeric

Notes: UNF:6:7LtMjyPx7hJ4akDdlHVkdg==

Common/Ordinary Equity - Total

f7882 Location:

Summary Statistics: Max. 189519.711; StDev 6588.736622026754; Min. -86154.0; Valid 160496.0; Mean 1390.1642098681864

Variable Format: numeric

Notes: UNF:6:ILwt7vadULhmqX3jTpcK+w==

Cash and Short-Term Investments

f7882 Location:

Summary Statistics: StDev 2126.8856990294485; Valid 160421.0; Mean 344.87588198552885; Min. -5.884; Max. 99899.0;

Variable Format: numeric

Notes: UNF:6:NCm562MMCML+KWxO4yztTA==

Common Shares Outstanding

f7882 Location:

Summary Statistics: StDev 457.7710264557512; Mean 116.07605811359717; Max. 15712.202; Valid 160496.0; Min. 0.219

Variable Format: numeric

Notes: UNF:6:7vZCg+f7dDDUC+UEHldRkg==

Debt in Current Liabilities

f7882 Location:

Summary Statistics: StDev 3500.9934994219316; Max. 218748.0; Min. -1068.0; Mean 242.15946419513855; Valid 159364.0;

Variable Format: numeric

Notes: UNF:6:aBd1/rrR/ZNQXYu3KVDIPg==

Long-Term Debt - Total

f7882 Location:

Summary Statistics: StDev 6127.463534537355; Max. 377138.0; Mean 842.7409790945326; Valid 160149.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:6HVqORNe8YzvOHhxaIfuRg==

Depreciation and Amortization - Total

f7882 Location:

Summary Statistics: Max. 8408.0; StDev 227.93070976008465; Mean 43.19303205687138; Min. -7.801; Valid 160496.0;

Variable Format: numeric

Notes: UNF:6:ppkO/uCZjvxu/NgAJ1r/jg==

Foreign Exchange Income (Loss)

f7882 Location:

Summary Statistics: Mean -1.849597588119379; StDev 83.698611583132; Valid 27406.0; Min. -10400.0; Max. 1700.0

Variable Format: numeric

Notes: UNF:6:NjrRzsFV+uCcYx6KSjX4Gw==

Income Before Extraordinary Items

f7882 Location:

Summary Statistics: Valid 160496.0; Min. -44905.0; Mean 43.73568745015995; Max. 18024.0; StDev 369.7923144602232;

Variable Format: numeric

Notes: UNF:6:7xpkY+V1D6vFzRe1j5SkRw==

Net Income (Loss)

f7882 Location:

Summary Statistics: StDev 383.87888135946423; Valid 160496.0; Mean 43.71585320506947; Max. 18024.0; Min. -44905.0

Variable Format: numeric

Notes: UNF:6:iIZcpu0zamqmT5XQOPczcw==

Property, Plant and Equipment - Total (Gross) - Quarterly

f7882 Location:

Summary Statistics: StDev 13362.145508249268; Max. 499206.754; Mean 2404.0043458029622; Valid 160496.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:mAVmlc+xlvPM1VVL5ME+Og==

Property Plant and Equipment - Total (Net)

f7882 Location:

Summary Statistics: StDev 6463.202012334617; Mean 1250.275893760651; Valid 160496.0; Max. 281676.659; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:kk+kgSHCAICXZFSO20+bww==

Receivables - Total

f7882 Location:

Summary Statistics: Max. 453837.0; Valid 160496.0; Mean 570.7265375523559; StDev 6760.240468217938; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:R4oRZNG4OPL3CoZY+59hfA==

Revenue - Total

f7882 Location:

Summary Statistics: Min. -455.0; Max. 129706.0; Mean 787.3589591141797; StDev 3617.2643689783467; Valid 160496.0;

Variable Format: numeric

Notes: UNF:6:ya84lsdBn4Om3sfr2HkJ5Q==

Sales/Turnover (Net)

f7882 Location:

Summary Statistics: Max. 129706.0; StDev 3617.2643689783467; Valid 160496.0; Min. -455.0; Mean 787.3589591141797

Variable Format: numeric

Notes: UNF:6:ya84lsdBn4Om3sfr2HkJ5Q==

Research and Development Expense

f7882 Location:

Summary Statistics: Min. -81.517; Max. 10924.0; StDev 246.39865404891634; Mean 44.55030935015921; Valid 82266.0

Variable Format: numeric

Notes: UNF:6:oodFQm9IdcUP+VSyvt8YPg==

Selling, General and Administrative Expenses

f7882 Location:

Summary Statistics: Max. 24179.0; Mean 146.0208431714457; StDev 658.6180202730683; Valid 145082.0; Min. -923.0

Variable Format: numeric

Notes: UNF:6:yMBSxWeptpXUu2wOy6Flog==

Capital Expenditures

f7882 Location:

Summary Statistics: StDev 964.1849589053157; Mean 153.06495542086344; Max. 50233.741; Min. -6.998; Valid 159043.0;

Variable Format: numeric

Notes: UNF:6:d9kpxwD3qMfrCrcwk1lGEQ==

Long-Term Debt - Issuance

f7882 Location:

Summary Statistics: Valid 160496.0; Min. -1.621; StDev 1729.0647851424415; Mean 197.74943397965683; Max. 188791.978;

Variable Format: numeric

Notes: UNF:6:sj6GKoT3GxJW7P7AXs92sQ==

Long-Term Debt - Reduction

f7882 Location:

Summary Statistics: Valid 160496.0; Min. -5.777; StDev 1530.1408973802136; Max. 182608.487; Mean 161.6335051402955;

Variable Format: numeric

Notes: UNF:6:1dQwsN7bV70ywZ4xitfw2w==

Operating Activities - Net Cash Flow

f7882 Location:

Summary Statistics: Valid 160496.0; Min. -16856.0; Mean 248.13779286712926; StDev 1484.6596759371519; Max. 59725.0;

Variable Format: numeric

Notes: UNF:6:V2eJKa0q9PuIvo21EA4Zcg==

Purchase of Common and Preferred Stock

f7882 Location:

Summary Statistics: Min. -1.553; Max. 46158.0; Valid 160496.0; StDev 479.52187449198857; Mean 59.33567769910854

Variable Format: numeric

Notes: UNF:6:4ZLsj0+RjueBT9XoQ6K+2g==

Sale of Common and Preferred Stock

f7882 Location:

Summary Statistics: Valid 160496.0; Mean 21.81905922889197; StDev 171.18447278565105; Min. -536.6; Max. 30563.0

Variable Format: numeric

Notes: UNF:6:4TE71eni++sPmGlES2s4hg==

Stock Exchange Code

f7882 Location:

Summary Statistics: Valid 160496.0; Mean 13.45350662944894; Min. 0.0; Max. 21.0; StDev 2.982327529699568

Variable Format: numeric

Notes: UNF:6:L40ZNMfhTJFhTAyYcpmTLw==

Price Close - Quarter

f7882 Location:

Summary Statistics: Min. 0.023; Valid 160496.0; StDev 35.01400910022325; Max. 4197.95; Mean 21.646583513205133

Variable Format: numeric

Notes: UNF:6:OtYMX/H25HaniQixZRN5sw==

yymm12

f7882 Location:

Summary Statistics: Max. 24180.0; StDev 83.3830083333736; Mean 24024.46726398162; Min. 23859.0; Valid 160496.0

Variable Format: numeric

Notes: UNF:6:KQfU/KWvYrIDVS4tKoYOgw==

leverage

f7882 Location:

Summary Statistics: Mean 0.22515642492380655; Valid 159173.0; Min. 0.0; StDev 0.2054382854915464; Max. 0.9322450234999927

Variable Format: numeric

Notes: UNF:6:wt4xxY+SI6aNhDS0iobc/w==

q

f7882 Location:

Summary Statistics: Valid 160496.0; Mean 1.9213354501712656; StDev 1.4050987925150606; Min. 0.6078892394010124; Max. 9.02385265700483;

Variable Format: numeric

Notes: UNF:6:jwGm7rYk2Be3TXwnpwpe/g==

mvq

f7882 Location:

Summary Statistics: Valid 160496.0; StDev 18673.561605053703; Max. 643120.12922; Mean 4061.031107425598; Min. 0.115625

Variable Format: numeric

Notes: UNF:6:NFgQkhZKvlFGSMW+cUlA4w==

size

f7882 Location:

Summary Statistics: Mean 5.759045290307905; StDev 2.1672664730368694; Min. 1.3925249108705269; Max. 10.893008299844197; Valid 160496.0

Variable Format: numeric

Notes: UNF:6:m9dhzFD/cn5d7SFdEmd0HA==

lagatq

f7882 Location:

Summary Statistics: Min. 0.078; Mean 3693.196215101682; StDev 20286.428596942536; Valid 160496.0; Max. 846988.0

Variable Format: numeric

Notes: UNF:6:jPERcDaVbAG/drqdYsIvhQ==

lagrev

f7882 Location:

Summary Statistics: StDev 3578.3008261221053; Min. -455.0; Mean 773.2856153362152; Valid 160496.0; Max. 129706.0;

Variable Format: numeric

Notes: UNF:6:p8S+18qP2hSmLPGyV9nxBQ==

lagyymm12

f7882 Location:

Summary Statistics: Min. 23856.0; Max. 24177.0; Mean 24021.46726398162; StDev 83.3830083333736; Valid 160496.0;

Variable Format: numeric

Notes: UNF:6:jVkEPkV8NeAalm2TStSoBg==

atg

f7882 Location:

Summary Statistics: Max. 0.6811981102398345; Min. -0.27501061439455027; StDev 0.1185894271318512; Mean 0.020918521915329943; Valid 160496.0;

Variable Format: numeric

Notes: UNF:6:vQXYOG5Z/QLvdaDcrkzYmQ==

roa

f7882 Location:

Summary Statistics: StDev 0.05689248169934235; Max. 0.09936540651949884; Valid 160496.0; Min. -0.29273541557610655; Mean -0.002329063835787029

Variable Format: numeric

Notes: UNF:6:9Pl6jqbDLvQCRs5I+YWPTw==

revg

f7882 Location:

Summary Statistics: Valid 160496.0; Max. 51.48895434462444; Mean 0.007169522730916526; StDev 0.15174307535434023; Min. -3.66108035313482;

Variable Format: numeric

Notes: UNF:6:Sx/ct40+9pECB9Xf0Yntww==

ppe

f7882 Location:

Summary Statistics: Min. 0.023911165824456203; Max. 2.021346359307988; StDev 0.419283322671105; Mean 0.5959219992038506; Valid 160496.0;

Variable Format: numeric

Notes: UNF:6:C/POUXEu4gNbC/+EfVPVOQ==

lag1oancf

f7882 Location:

Summary Statistics: Min. -9661.0; Max. 49241.0; Mean 144.32370581198234; StDev 1030.5000713610334; Valid 160496.0

Variable Format: numeric

Notes: UNF:6:zJYDf6sU+r10++e6DdDrvQ==

lagcapx

f7882 Location:

Summary Statistics: Min. -3.749; Mean 91.77732151561887; Valid 159196.0; StDev 654.9690964636213; Max. 33394.0

Variable Format: numeric

Notes: UNF:6:FJrlkQumuJhnkM4ncjC5vA==

capxq

f7882 Location:

Summary Statistics: StDev 343.42998004525026; Valid 158612.0; Max. 19926.028; Min. -5671.324; Mean 60.72771250599077

Variable Format: numeric

Notes: UNF:6:OD+BMgZ/F63OP/mxcoD3iQ==

accrual

f7882 Location:

Summary Statistics: Valid 160496.0; Max. 0.1568962557745554; Min. -0.22849173996996353; StDev 0.051316425987604636; Mean -0.0057540948599069525;

Variable Format: numeric

Notes: UNF:6:ufdqnmh0aKbgToaN9Vv0fw==

lags

f7882 Location:

Summary Statistics: Max. 27472.0; Min. -536.6; StDev 134.79668130851752; Mean 13.579859410828412; Valid 160496.0;

Variable Format: numeric

Notes: UNF:6:Prf84yya/62i3BAcr/HvYg==

lagd

f7882 Location:

Summary Statistics: Mean 121.32720692107047; Max. 143029.739; Min. -1.621; StDev 1217.3091714195562; Valid 160496.0;

Variable Format: numeric

Notes: UNF:6:DyRws35JXe27i0XN68fXBw==

lagp

f7882 Location:

Summary Statistics: StDev 340.20674577566365; Max. 28839.0; Min. -1.553; Mean 36.645373685344055; Valid 160496.0

Variable Format: numeric

Notes: UNF:6:pLghP0su8nTd2GCDe2np2Q==

lagdl

f7882 Location:

Summary Statistics: Mean 97.68818208552985; StDev 1067.0443673379039; Min. -5.777; Valid 160496.0; Max. 135274.51

Variable Format: numeric

Notes: UNF:6:11O5/tCYz/Y96BUE3PeMqw==

exter

f7882 Location:

Summary Statistics: Valid 160496.0; Mean -1.9742001919046146; Min. -23865.0; Max. 48607.0; StDev 414.7356940639293;

Variable Format: numeric

Notes: UNF:6:eoKmERlDHnjthNhYBvdoQA==

lag4roa

f7882 Location:

Summary Statistics: Max. 0.0992216332282091; Min. -0.27390706799416686; Valid 153860.0; Mean 1.0799218581460332E-4; StDev 0.05314355574763442;

Variable Format: numeric

Notes: UNF:6:VEEMqYzY3PoHYxLNQvGfrA==

rdsale

f7882 Location:

Summary Statistics: StDev 2.1846365190768977; Mean 0.4235882853053178; Min. 0.0; Max. 21.641509433962263; Valid 81372.0

Variable Format: numeric

Notes: UNF:6:fmVNTNxaVb47wjLbpM8IBA==

rdat

f7882 Location:

Summary Statistics: Min. 0.0; StDev 0.03516127087517949; Valid 82266.0; Mean 0.025722035104444048; Max. 0.22134538280404764;

Variable Format: numeric

Notes: UNF:6:2/AawNdvf/htGM9VPwI8fQ==

adsale

f7882 Location:

Summary Statistics: Mean NaN; StDev NaN; Valid 0.0; Max. NaN; Min. NaN;

Variable Format: numeric

Notes: UNF:6:Ksqb3y17iZsOrk0iS4kLvA==

xadq

f7882 Location:

Summary Statistics: Max. NaN; Min. NaN; Mean NaN; Valid 0.0; StDev NaN

Variable Format: numeric

Notes: UNF:6:Ksqb3y17iZsOrk0iS4kLvA==

adat

f7882 Location:

Summary Statistics: Max. NaN; Mean NaN; Valid 0.0; Min. NaN; StDev NaN

Variable Format: numeric

Notes: UNF:6:Ksqb3y17iZsOrk0iS4kLvA==

sgasale

f7882 Location:

Summary Statistics: Valid 143860.0; Max. 2.360294117647059; Min. 0.023175226911121054; Mean 0.30689116566558666; StDev 0.31344749045756776;

Variable Format: numeric

Notes: UNF:6:R6i2CtsnZgyMBG8fEHNUHg==

sgaat

f7882 Location:

Summary Statistics: Max. 0.34182587477935833; Valid 145082.0; StDev 0.06406442601098256; Min. 0.003120387695096866; Mean 0.07825248197859885;

Variable Format: numeric

Notes: UNF:6:nJubc49Wb6swzQSIARj1VQ==

capxat

f7882 Location:

Summary Statistics: Max. 0.10440745451529061; StDev 0.018501435936165666; Valid 158612.0; Min. -0.0069628029936329465; Mean 0.015813408448244626;

Variable Format: numeric

Notes: UNF:6:ruFioVPv0iiJ7FqRkRgQmA==

repurchase

f7882 Location:

Summary Statistics: Min. -5.734529513711903E-5; Max. 0.07253356529364549; Mean 0.0037817321743347423; Valid 160496.0; StDev 0.011410480802858176

Variable Format: numeric

Notes: UNF:6:V3L/aXkkZN2htaWU4/2HAQ==

noa

f7882 Location:

Summary Statistics: StDev 4.3473139342239016; Mean 3.256444015303259; Valid 157462.0; Max. 30.989718614718615; Min. -3.1175764847030587;

Variable Format: numeric

Notes: UNF:6:AqSxitvvmTEB+Vznfyp1jw==

lagnoa

f7882 Location:

Summary Statistics: Mean 3.2824112408267827; Valid 157619.0; Min. -3.0216268560361494; Max. 30.39848763213249; StDev 4.339894786644437

Variable Format: numeric

Notes: UNF:6:9aEMSrVc6p8aMawFno5dhg==

Historical CRSP PERMNO Link to COMPUSTAT Record

f7882 Location:

Summary Statistics: Mean 58244.70380571764; Min. 10010.0; StDev 26848.636539475956; Valid 160496.0; Max. 93436.0;

Variable Format: numeric

Notes: UNF:6:dnWgF5Pq538QB84ZTb+QuA==

yyyymm

f7882 Location:

Summary Statistics: Max. 201412.0; Valid 160496.0; StDev 693.1778432811609; Mean 200148.30636277568; Min. 198803.0;

Variable Format: numeric

Notes: UNF:6:gET+z6dTs3O64P72isSoXQ==

pshock

f7882 Location:

Summary Statistics: StDev 0.09249225049244983; Mean 0.005943115490949366; Valid 160496.0; Min. -0.2298389874511518; Max. 0.375366181277247;

Variable Format: numeric

Notes: UNF:6:18fCKnT1+BKId2ml8/i/cg==

n

f7882 Location:

Summary Statistics: Mean 58.94945045359519; StDev 3.4747395165413173; Max. 60.0; Min. 36.0; Valid 160496.0

Variable Format: numeric

Notes: UNF:6:ZhNkfKIwjihyzGb8NGBeFw==

sic3

f7882 Location:

Summary Statistics: Min. 17.0; Max. 999.0; Mean 419.4877940882742; Valid 160496.0; StDev 188.4005935861166

Variable Format: numeric

Notes: UNF:6:hutlLarX3oabgemvYoye8w==

sic

f7882 Location:

Summary Statistics: Min. 170.0; StDev 1883.8540164387023; Mean 4197.08352856187; Valid 160496.0; Max. 9999.0

Variable Format: numeric

Notes: UNF:6:xrAITYbREebV3XQSLCEgPw==

shock

f7882 Location:

Summary Statistics: Mean 8.28447775873811E-4; Valid 160496.0; Min. -0.5855365896726766; StDev 0.25345441764680543; Max. 1.0006333471759268

Variable Format: numeric

Notes: UNF:6:JD3/tKUNFaZYP5HBMcVp5Q==

ret3

f7882 Location:

Summary Statistics: Max. 18.331762057665628; Min. -0.9801699656943054; StDev 0.3331052861195154; Valid 160496.0; Mean 0.042187133892806;

Variable Format: numeric

Notes: UNF:6:AszzZx1BZSn3J678wB8e3w==

pshock_vw

f7882 Location:

Summary Statistics: Max. 0.2294441164260596; Valid 160431.0; Mean -0.004290568253277824; Min. -0.22297638816420243; StDev 0.0589932207430723

Variable Format: numeric

Notes: UNF:6:Iz/sv+Ybxko9WODPEnIR7g==

vindr3

f7882 Location:

Summary Statistics: Mean 0.034201076402962854; StDev 0.13091911018560884; Valid 160496.0; Min. -0.343078027713129; Max. 0.4004873343483748

Variable Format: numeric

Notes: UNF:6:xugzHGP8V3K+MbzSF7arSg==

mktrf3

f7882 Location:

Summary Statistics: Max. 0.19332914901200016; Min. -0.22408723562799993; Mean 0.02290667376276647; Valid 160496.0; StDev 0.08204569873681106;

Variable Format: numeric

Notes: UNF:6:ZXmziMv24OpgLTJvj61azw==

lagpshock

f7882 Location:

Summary Statistics: Min. -0.23061849554496497; Valid 160399.0; StDev 0.09204576318400833; Max. 0.3787012189825163; Mean 0.006468276926756331

Variable Format: numeric

Notes: UNF:6:VrvxtsD6Ynk+l2I0/tRePg==

lagshock

f7882 Location:

Summary Statistics: StDev 0.30765818094334024; Max. 13.622029714482455; Mean 0.007520615896638409; Valid 160399.0; Min. -1.8939290158827726;

Variable Format: numeric

Notes: UNF:6:87CXpY05Uwh6Du+2b5osTQ==

lagpshock_vw

f7882 Location:

Summary Statistics: Valid 160341.0; Max. 0.2291418157322857; StDev 0.058335983760652986; Mean -0.004568105740538091; Min. -0.22277576748530106;

Variable Format: numeric

Notes: UNF:6:G5WTSl1AYLdUfCQ8U7m1/Q==

sumac

f7882 Location:

Summary Statistics: Valid 160496.0; Min. -54.30458942054294; Max. 120.8388661824975; StDev 3.772873176643912; Mean -0.9789959712909111

Variable Format: numeric

Notes: UNF:6:JpfTESu6Qz4749cV0d1Lqg==

nsumac

f7882 Location:

Summary Statistics: Valid 160496.0; Min. 2.0; Mean 79.25449855448636; Max. 721.0; StDev 106.6128459890558;

Variable Format: numeric

Notes: UNF:6:OWnw85ikhnB9itdo3FrscQ==

pac

f7882 Location:

Summary Statistics: Valid 160496.0; StDev 0.047837025691723295; Min. -5.347504621072089; Max. 2.7522468523712247; Mean -0.006456191908766303;

Variable Format: numeric

Notes: UNF:6:Izac9ndmvY1Th0fTI9VasA==

netcash

f7882 Location:

Summary Statistics: Min. -9600.0; Mean 103.81408705512749; Valid 160496.0; StDev 549.7475188720306; Max. 33722.0;

Variable Format: numeric

Notes: UNF:6:RBU8Hy+fLb5sM1nvPZSbvQ==

external

f7882 Location:

Summary Statistics: Valid 160496.0; Max. 0.4751660395026619; StDev 0.07238163296538179; Mean 0.010310033258725194; Min. -0.12149634179511214

Variable Format: numeric

Notes: UNF:6:/L7VokVAaGr/r5lKxpUa+w==

stdcash

f7882 Location:

Summary Statistics: StDev 332.9743019074013; Mean 90.01513534055627; Max. 5654.496867288793; Min. 0.0; Valid 160496.0

Variable Format: numeric

Notes: UNF:6:7WU9OAGTt2x460h5PDe/2g==

sdcash

f7882 Location:

Summary Statistics: Valid 160496.0; StDev 0.09988723440900911; Min. 0.006821260162516239; Mean 0.0674646506063689; Max. 0.7954336341701291

Variable Format: numeric

Notes: UNF:6:pR1N26ugKvLvZmDLbnLaHQ==

inst

f7882 Location:

Summary Statistics: Valid 160496.0; StDev 31.276749609985984; Mean 40.70125002938439; Max. 104.54392485911083; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Zi3TI/JcXvS9pFJeUb4lyA==

herfin

f7882 Location:

Summary Statistics: Mean 0.056624034553969284; Valid 109970.0; StDev 0.0222174110685857; Min. 0.0321332; Max. 0.2544807

Variable Format: numeric

Notes: UNF:6:2Xa3qzcOSSfP3TZhjfMqMg==

pherfin

f7882 Location:

Summary Statistics: Mean 5.062007233684235E-4; Min. -2.7456435173626867; Max. 0.3989103447583709; Valid 109970.0; StDev 0.014537066839428322;

Variable Format: numeric

Notes: UNF:6:51ppng7adDV4Xd6VOzn+Mw==

revision

f7882 Location:

Summary Statistics: Mean -0.0026966497790690564; StDev 0.009004841212992241; Max. 0.021153846153846155; Valid 94801.0; Min. -0.05310344827586207

Variable Format: numeric

Notes: UNF:6:x3lgP4uXDEul4q+SX2h87Q==

prevision

f7882 Location:

Summary Statistics: Valid 94754.0; Max. 0.008934442882555885; Min. -0.03162016898979328; StDev 0.00548980353414715; Mean -0.0030351404101330213

Variable Format: numeric

Notes: UNF:6:FSIWipnOcXOu4TWH/pbHeQ==

revisionshock

f7882 Location:

Summary Statistics: Min. -0.20136895669165053; Valid 94801.0; StDev 0.0353725598378875; Mean -0.010301536853781776; Max. 0.08585746697457916

Variable Format: numeric

Notes: UNF:6:Qw72B3taIugDbxIgxS6KyQ==

previsionshock

f7882 Location:

Summary Statistics: Mean -0.01151255023198406; Max. 0.035385172146458664; StDev 0.020034955170034643; Valid 94754.0; Min. -0.11291640504272099

Variable Format: numeric

Notes: UNF:6:HvZ0EPFnp4qJBpEqNc01VQ==

resshock

f7882 Location:

Summary Statistics: Mean 0.00744190307858584; Valid 94801.0; Max. 0.7998425047243763; Min. -0.5257549943819515; StDev 0.21269186295256143

Variable Format: numeric

Notes: UNF:6:/H2HyfWE/Kf8TGD58tR6PA==

presshock

f7882 Location:

Summary Statistics: Valid 94754.0; Max. 0.30675665952802933; StDev 0.07764162315661752; Mean 0.009048005724059994; Min. -0.209104742856322

Variable Format: numeric

Notes: UNF:6:vsofvSyX06EqwjNHbn5AyQ==

Number of Estimates

f7882 Location:

Summary Statistics: Mean 5.13121822350686; Max. 51.0; Valid 160496.0; StDev 6.5068208821624784; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:TNTCylNTBuD42TGgPLaD4A==

coverage

f7882 Location:

Summary Statistics: Max. 3.258096538021482; Mean 1.279155749758357; Valid 160496.0; StDev 1.0440047954053577; Min. 0.0

Variable Format: numeric

Notes: UNF:6:bwETYgIfFtP+mSMgHAviFQ==

Price Close - Quarter

f7882 Location:

Summary Statistics: Valid 160277.0; Min. 0.01; StDev 33.24226199154372; Mean 21.447943235701263; Max. 2748.0

Variable Format: numeric

Notes: UNF:6:ABL0QIYHmRyri8sFie1TTw==

fca

f7882 Location:

Summary Statistics: Mean -0.04102060720862402; Max. 3.535121951219512; StDev 0.7200935343139145; Valid 27367.0; Min. -4.381954350927247

Variable Format: numeric

Notes: UNF:6:adwhof+CLIPHLkqTJopcGA==

dquarter

f7882 Location:

Summary Statistics: Max. 1.0; StDev 0.47575993540062594; Mean 0.34620177449898953; Min. 0.0; Valid 160496.0;

Variable Format: numeric

Notes: UNF:6:R8YjduIvvwojyxRwGkz6uA==

lagrec

f7882 Location:

Summary Statistics: Min. 0.0; StDev 6744.738667099041; Valid 160496.0; Max. 453837.0; Mean 565.0417019739357;

Variable Format: numeric

Notes: UNF:6:tIuRp+IfDoEHcSg58DnLZA==

rec

f7882 Location:

Summary Statistics: Min. -82445.0; Valid 160496.0; Mean 5.684835578456822; StDev 617.7862426816264; Max. 100505.0

Variable Format: numeric

Notes: UNF:6:yx6W0c5ojkw5BJfb38muvg==

rev

f7882 Location:

Summary Statistics: StDev 0.06160647681368435; Min. -0.2370731707317073; Valid 160496.0; Max. 0.2592494364142687; Mean 0.0065859720930099945

Variable Format: numeric

Notes: UNF:6:RNLV5g8gUKz13fp7iyxlkw==

revc

f7882 Location:

Summary Statistics: Mean 0.0030666546632722017; Valid 160496.0; Min. -0.23099630996309964; Max. 0.22731797585265415; StDev 0.05566610956077065

Variable Format: numeric

Notes: UNF:6:lFwqSxNh0m6lT3PnyilCWw==

ilagatq

f7882 Location:

Summary Statistics: Max. 0.2317497103128621; StDev 0.037727374426268626; Mean 0.018333954978763528; Valid 160496.0; Min. 1.9490517863059623E-5

Variable Format: numeric

Notes: UNF:6:PqwhW86BhaC6zQEzuvHwRw==

sic2

f7882 Location:

Summary Statistics: StDev 18.78958287945467; Mean 41.51638047054388; Valid 160496.0; Max. 99.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:rfNMVN44GRLbCsP3amfvpg==

ppen

f7882 Location:

Summary Statistics: Mean 0.3020697455338098; Max. 0.9307829673784551; Valid 160496.0; Min. 0.005469604625722769; StDev 0.23891707591084818;

Variable Format: numeric

Notes: UNF:6:2YD13zv54CZoeRnO8c9o6Q==

qtr2

f7882 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 160496.0; Mean 0.21932010766625526; StDev 0.41378722171656557

Variable Format: numeric

Notes: UNF:6:rwPamE8nCy5/60aBz6juqg==

qtr3

f7882 Location:

Summary Statistics: Max. 1.0; Valid 160496.0; Min. 0.0; StDev 0.4137111239496317; Mean 0.2192079553384512;

Variable Format: numeric

Notes: UNF:6:koLyi8MlY6DPAczRyMvzPQ==

qtr4

f7882 Location:

Summary Statistics: Valid 160496.0; StDev 0.47575993540062594; Max. 1.0; Min. 0.0; Mean 0.34620177449898953

Variable Format: numeric

Notes: UNF:6:R8YjduIvvwojyxRwGkz6uA==

colagatq

f7882 Location:

Summary Statistics: StDev 2.632151523724669; Min. -67.22959185277813; Valid 160496.0; Max. 72.02479465844162; Mean -0.07409435671950129

Variable Format: numeric

Notes: UNF:6:qJqkjSD1k2mBcWrytycSow==

corev

f7882 Location:

Summary Statistics: Valid 160496.0; StDev 0.21985681315182284; Max. 2.584937306342999; Min. -1.6231728960528704; Mean 0.08856741827618093;

Variable Format: numeric

Notes: UNF:6:ihHvD9QRTNp4nTfrjtfrow==

coppe

f7882 Location:

Summary Statistics: Max. 1.0677627275355477; Min. -1.4081010466570936; Mean 0.0017864921643187819; Valid 160496.0; StDev 0.042456847676702124

Variable Format: numeric

Notes: UNF:6:H0BHIy7mp+bKDjhrJ+YqsQ==

Intercept

f7882 Location:

Summary Statistics: StDev 0.023330000310680988; Min. -0.26448561178445235; Mean -0.005829891903985893; Max. 0.5694143849285506; Valid 160496.0;

Variable Format: numeric

Notes: UNF:6:UHtwkKbYvYIHuT83Lncr9A==

colagatqm

f7882 Location:

Summary Statistics: Max. 71.70200388117598; StDev 2.9445010587863565; Mean -0.019080294043884824; Min. -69.73881109666519; Valid 159530.0

Variable Format: numeric

Notes: UNF:6:n6Anx4+EKjxhfBn4wLUuXw==

corevm

f7882 Location:

Summary Statistics: StDev 0.22454901594994298; Max. 2.7788017802917038; Min. -1.6861705529793842; Valid 159530.0; Mean 0.07996362115855116;

Variable Format: numeric

Notes: UNF:6:L2k/4Ef2qUvehZjCWHO8cQ==

coppem

f7882 Location:

Summary Statistics: Mean 0.0013965296943408616; StDev 0.04599243642913281; Valid 159530.0; Max. 1.2401894867298588; Min. -1.5211801546075698;

Variable Format: numeric

Notes: UNF:6:QoFO2iAs24w0yacpQG6KAQ==

Intercept

f7882 Location:

Summary Statistics: Min. -0.27312406766905223; StDev 0.02437134676656984; Max. 0.39487557555290564; Valid 159530.0; Mean -0.006415669640049826;

Variable Format: numeric

Notes: UNF:6:31IpaGwVGz35KrfUV9pfoA==

colag4roam

f7882 Location:

Summary Statistics: StDev 0.4307611405608816; Max. 4.888129295011503; Valid 159530.0; Mean 0.0822224292550947; Min. -6.99089891620506

Variable Format: numeric

Notes: UNF:6:wrEqMvceqyXJmIefgoYJ7g==

colagatq_d

f7882 Location:

Summary Statistics: Max. 68.8626331471496; StDev 2.495719990904568; Min. -67.96734228005501; Valid 160496.0; Mean -0.07206888950511679;

Variable Format: numeric

Notes: UNF:6:2H9gRsuA/lq9Jx06D08a7A==

corev_d

f7882 Location:

Summary Statistics: Max. 2.7212220809447976; Valid 160496.0; Mean 0.10939728490588561; Min. -2.2248235074376086; StDev 0.22662674509322261

Variable Format: numeric

Notes: UNF:6:8sPPePu+cssNAurw6vYOgw==

coppe_d

f7882 Location:

Summary Statistics: Valid 160496.0; Mean -1.973637283618941E-4; Max. 1.2166495299393751; StDev 0.041428570377842276; Min. -1.1983837054686588;

Variable Format: numeric

Notes: UNF:6:SBrPI+g6FOQa0CnXmymDOQ==

Intercept

f7882 Location:

Summary Statistics: Min. -0.26092599299255004; Valid 160496.0; StDev 0.025917559763804804; Max. 0.570389050525605; Mean 0.009850509373922414

Variable Format: numeric

Notes: UNF:6:JuyZj/iiF4HK6IjyB0RwUw==

coqtr2

f7882 Location:

Summary Statistics: Valid 160496.0; Mean -0.009200716603425757; StDev 0.01941380051705111; Max. 0.19171465338653376; Min. -0.20403161053535718;

Variable Format: numeric

Notes: UNF:6:NzK+Yk0uMtdelXjEovK/TA==

coqtr3

f7882 Location:

Summary Statistics: Min. -0.18459576469073813; Max. 0.1888210946439085; StDev 0.020452608932906572; Mean -0.013147362142359042; Valid 160496.0

Variable Format: numeric

Notes: UNF:6:OhB1wBC8rE4RvwK8GwS+zw==

coqtr4

f7882 Location:

Summary Statistics: Mean -0.028581387044446516; Min. -0.2200915475274207; Valid 160496.0; Max. 0.1658865514341754; StDev 0.024424088742233573

Variable Format: numeric

Notes: UNF:6:XBVyKY6txkwT04ND5S+aBA==

colagatqq

f7882 Location:

Summary Statistics: Mean -0.10445825034543697; Valid 101406.0; Min. -59.36581936697252; StDev 1.7607670759988803; Max. 36.42806595001271

Variable Format: numeric

Notes: UNF:6:eHdSNIcW+lK1PaCTJsLaWA==

corevq

f7882 Location:

Summary Statistics: StDev 0.29865461497299506; Max. 3.402006856836621; Mean 0.13083267841876717; Min. -4.096532092207488; Valid 101406.0

Variable Format: numeric

Notes: UNF:6:fdcXSSahlGt4VMX6Iy4uqQ==

coppeq

f7882 Location:

Summary Statistics: StDev 0.04076634234055403; Valid 101406.0; Mean -0.0015782780832481313; Min. -0.6111863949267098; Max. 0.6708158091068142

Variable Format: numeric

Notes: UNF:6:NXD7Ti2ycl0LH3DayrUp7g==

Intercept

f7882 Location:

Summary Statistics: Min. -0.2137637138554987; StDev 0.026097009203173316; Max. 0.14758751195109615; Valid 101406.0; Mean -0.006504357254035415;

Variable Format: numeric

Notes: UNF:6:5TpXw4WyZMjmlfnQE1hLpQ==

colagatqqm

f7882 Location:

Summary Statistics: Valid 98156.0; StDev 1.8895281966097452; Max. 47.70310836369847; Mean -0.055306724694114455; Min. -57.29167427229666;

Variable Format: numeric

Notes: UNF:6:RtqZzBSuW3AO+wj9S7T80Q==

corevqm

f7882 Location:

Summary Statistics: StDev 0.29616067112642763; Min. -4.226639011933569; Max. 2.9211402173808496; Mean 0.12165409933643098; Valid 98156.0;

Variable Format: numeric

Notes: UNF:6:Rx9WiGfWicdTeM/QUx+Faw==

coppeqm

f7882 Location:

Summary Statistics: Max. 0.6118128836121933; Valid 98156.0; Mean -0.0022249283023090204; Min. -0.7660631324135467; StDev 0.040267970809027706;

Variable Format: numeric

Notes: UNF:6:68cJ70mdBdymaIq28RHKzA==

Intercept

f7882 Location:

Summary Statistics: Valid 98156.0; Max. 0.1490858415979731; Mean -0.006735586472999857; Min. -0.19404307910162505; StDev 0.02638570433011492;

Variable Format: numeric

Notes: UNF:6:xCtg35J/u4KypD7j2j/Llg==

colag4roaqm

f7882 Location:

Summary Statistics: Max. 4.434854461285685; Valid 98156.0; Min. -4.537525671550119; Mean 0.08216244052120587; StDev 0.3756403297214434;

Variable Format: numeric

Notes: UNF:6:OK1lgvQcLOBkJXCw54AVvA==

na

f7882 Location:

Summary Statistics: Min. -1.350230425664634; Max. 1.1266544640750837; Mean -0.0062074152444664245; Valid 160496.0; StDev 0.020756785486945723;

Variable Format: numeric

Notes: UNF:6:lYaE9+I3zEYBdVn4q8cFQA==

nam

f7882 Location:

Summary Statistics: StDev 0.028083304142964064; Mean -0.006615490727965165; Min. -1.3740478257701487; Max. 1.5576342206807514; Valid 152981.0

Variable Format: numeric

Notes: UNF:6:sYRK9S1Ttz0etaFgZkO+6A==

naq

f7882 Location:

Summary Statistics: Min. -0.6621251881684852; StDev 0.026219567258592997; Valid 101406.0; Mean -0.008413316973562715; Max. 0.6157076690987986

Variable Format: numeric

Notes: UNF:6:/VMlz7AhpiimLhafxAKhmA==

naqm

f7882 Location:

Summary Statistics: Mean -0.00945695536274284; Max. 0.5279404497015623; StDev 0.03178094308710342; Valid 94181.0; Min. -0.7384697734881799

Variable Format: numeric

Notes: UNF:6:lnc61EWpjBn1IwFNK0OYVQ==

na_qtr_dum

f7882 Location:

Summary Statistics: Min. -1.2783030593090063; Valid 160496.0; Mean -0.006068014197305472; Max. 0.8032829091034313; StDev 0.02603897099357845;

Variable Format: numeric

Notes: UNF:6:LoNXOofjZNXZx56qdO+S3A==

da

f7882 Location:

Summary Statistics: Min. -0.20639368840933167; Mean 3.89338228326816E-4; Valid 160496.0; StDev 0.051913181384711043; Max. 0.1559459752627128

Variable Format: numeric

Notes: UNF:6:hxxqdXj/iicJX5EumS3VJg==

dam

f7882 Location:

Summary Statistics: Valid 152981.0; Min. -0.20313040059271623; Mean 6.325712931372598E-4; Max. 0.15896014650742174; StDev 0.05202275321752172

Variable Format: numeric

Notes: UNF:6:zEFNYCgBf87kZNuAm0e8Iw==

daq

f7882 Location:

Summary Statistics: Valid 101406.0; Mean 4.218399045929561E-4; Min. -0.20480090939116055; Max. 0.16128875659406414; StDev 0.053706124281323014

Variable Format: numeric

Notes: UNF:6:c8wcBm0plpeSQPq+D7IyOQ==

daqm

f7882 Location:

Summary Statistics: Min. -0.20099344160662874; Max. 0.16785253680079415; Valid 94181.0; Mean 0.001107638857355761; StDev 0.054339566769409674;

Variable Format: numeric

Notes: UNF:6:hMqKSB0d0fuFO0erJJjKhQ==

da_qtr_dum

f7882 Location:

Summary Statistics: StDev 0.05101482899191426; Mean 2.47793402546598E-4; Min. -0.19795349154783343; Valid 160496.0; Max. 0.15445919606144062

Variable Format: numeric

Notes: UNF:6:tQg9b8pIJKGCn0vhQdkLng==

lagq

f7882 Location:

Summary Statistics: Valid 160496.0; StDev 1.4207147200669963; Min. 0.6078892394010124; Max. 9.02385265700483; Mean 1.9293053740775838

Variable Format: numeric

Notes: UNF:6:xqwPKQGb7ybol7m5Bt2zjA==

lagsize

f7882 Location:

Summary Statistics: Min. 1.3925249108705269; Valid 160496.0; StDev 2.162570767741796; Max. 10.893008299844197; Mean 5.735190927592717

Variable Format: numeric

Notes: UNF:6:IrtnDEyJOhJPLHxv+DcSow==

lagroa

f7882 Location:

Summary Statistics: Mean -0.0016898742160781272; Max. 0.09936540651949884; Min. -0.29273541557610655; Valid 160496.0; StDev 0.05592059883970547

Variable Format: numeric

Notes: UNF:6:wGHDYitOA5OMykAzZxNkMQ==

lagatg

f7882 Location:

Summary Statistics: StDev 0.1194150902577313; Max. 0.6811981102398345; Min. -0.27501061439455027; Valid 160496.0; Mean 0.022567897772229256

Variable Format: numeric

Notes: UNF:6:Ri4OuLSBbRDHxo8c+Hj/oQ==

lagsdcash

f7882 Location:

Summary Statistics: Min. 0.006821260162516239; StDev 0.10330749303301053; Max. 0.7954336341701291; Mean 0.06965659483431069; Valid 160496.0

Variable Format: numeric

Notes: UNF:6:MsiHsVk6hMHlBVlVxJtypw==

laginst

f7882 Location:

Summary Statistics: Valid 160496.0; StDev 31.078058992293432; Min. 0.0; Max. 104.54392485911083; Mean 41.01482009250054;

Variable Format: numeric

Notes: UNF:6:ab3C2LIa8eYS6QrKIzIJfw==

lagexternal

f7882 Location:

Summary Statistics: Mean 0.010742960048942181; Max. 0.4751660395026619; Valid 160496.0; Min. -0.12149634179511214; StDev 0.07331935917939729;

Variable Format: numeric

Notes: UNF:6:cs0ZsU9C4gCJoMQq3R1rAg==

lagleverage

f7882 Location:

Summary Statistics: StDev 0.20408684912719327; Mean 0.22390303651311613; Min. 0.0; Max. 0.9322450234999927; Valid 160496.0

Variable Format: numeric

Notes: UNF:6:TUnshjWjdpbsbnHcGnro9A==

_freq_

f7882 Location:

Summary Statistics: Valid 156885.0; Max. 184.0; Mean 32.26027982279732; Min. 2.0; StDev 36.69269167881386

Variable Format: numeric

Notes: UNF:6:8Yl20Bmvve4yhNUeRx4ZvA==

pcoverage0

f7882 Location:

Summary Statistics: Max. 282.568206280394; Valid 156885.0; Mean 42.659053369141446; Min. 0.0; StDev 52.09370301130094

Variable Format: numeric

Notes: UNF:6:12BYxpSwUMt0g/THh7n4cw==

lagpq0

f7882 Location:

Summary Statistics: Mean 75.2053739942415; Min. 1.2157784788020247; Max. 769.090528489807; StDev 112.38721116151515; Valid 156885.0;

Variable Format: numeric

Notes: UNF:6:i5kU4BiHrPlv//JIA4nlwg==

lagpsize0

f7882 Location:

Summary Statistics: StDev 193.36561986903303; Valid 156885.0; Mean 175.86068273533613; Max. 946.7715380948005; Min. 3.083727125107267

Variable Format: numeric

Notes: UNF:6:ly4YstU2c1N/URZ43HKXUg==

lagproa0

f7882 Location:

Summary Statistics: StDev 1.5603883392777949; Max. 2.8195282629197664; Min. -10.34978112841119; Mean -0.40294951242736515; Valid 156885.0;

Variable Format: numeric

Notes: UNF:6:YZQjpEHQxR6k1cjq6ePyCw==

lagpatg0

f7882 Location:

Summary Statistics: Valid 156885.0; StDev 1.8619883836912234; Max. 18.21478150197069; Mean 0.8925077097558016; Min. -5.960427648749417;

Variable Format: numeric

Notes: UNF:6:0TC4MDIpkIKMwj/mysMpSQ==

lagpsdcash0

f7882 Location:

Summary Statistics: Mean 2.609528107179205; Valid 156885.0; StDev 3.8989248214533974; Max. 23.648992670302906; Min. 0.019539653249460616

Variable Format: numeric

Notes: UNF:6:/O1zd2SsI6rqxOtrVIDs9g==

lagpinst0

f7882 Location:

Summary Statistics: StDev 1541.115108853427; Min. 0.0; Valid 156885.0; Max. 8708.17738527694; Mean 1278.1361607424728;

Variable Format: numeric

Notes: UNF:6:W/G0tS6w/QD8+Gv7jnJajQ==

lagpexternal0

f7882 Location:

Summary Statistics: Mean 0.6318209127863336; Valid 156885.0; Min. -1.0712428033695078; Max. 14.915261281407608; StDev 1.5695229498270094

Variable Format: numeric

Notes: UNF:6:zLPcpFGHGG4Knv9u43HstQ==

lagpleverage0

f7882 Location:

Summary Statistics: Valid 156885.0; Max. 38.39617229742967; Mean 6.067340133239178; StDev 6.573068640453424; Min. 0.0

Variable Format: numeric

Notes: UNF:6:ZcqOr4VnKJYdwmx/S5A3sA==

lagpnoa0

f7882 Location:

Summary Statistics: Mean 117.79236742001883; StDev 177.32588775734538; Max. 1280.0340741423845; Valid 156885.0; Min. -2.3350061397979034;

Variable Format: numeric

Notes: UNF:6:ehO5m22A/0DzmWqT/E/ZTg==

lagpq

f7882 Location:

Summary Statistics: Valid 156885.0; Min. 0.607889239401012; Max. 9.02385265700483; Mean 1.9340360928137392; StDev 0.7389503258664

Variable Format: numeric

Notes: UNF:6:9z4YhPQoT0Gm7sbLagaOcA==

lagpsize

f7882 Location:

Summary Statistics: Mean 5.7430587817119525; Valid 156885.0; Max. 10.8930082998442; StDev 1.2886525295681281; Min. 1.3925249108705264

Variable Format: numeric

Notes: UNF:6:32iYOgOoppPk4MXRzHi6Tg==

lagproa

f7882 Location:

Summary Statistics: Valid 156885.0; Max. 0.09936540651949885; StDev 0.02375575512000458; Min. -0.29273541557610655; Mean -0.0018440500705709862;

Variable Format: numeric

Notes: UNF:6:jmZ7fp4gO0KxSS/RcQWBbQ==

lagpatg

f7882 Location:

Summary Statistics: Min. -0.2750106143945503; Valid 156885.0; Max. 0.6811981102398346; StDev 0.046008245660076504; Mean 0.022535950844118344

Variable Format: numeric

Notes: UNF:6:oKo/cOMxQ8JdCsDtThIqyA==

lagpsdcash

f7882 Location:

Summary Statistics: Min. 0.006821260162516236; Max. 0.7954336341701291; Valid 156885.0; Mean 0.06938853417308685; StDev 0.04739475760585386

Variable Format: numeric

Notes: UNF:6:DT3p3FrabMApeXK6SZwf7w==

lagpinst

f7882 Location:

Summary Statistics: StDev 17.767968777649834; Mean 41.05971230477688; Valid 156885.0; Max. 104.54392485911085; Min. 0.0

Variable Format: numeric

Notes: UNF:6:X96RWb1oK0nRk1Dapu9ahg==

lagpexternal

f7882 Location:

Summary Statistics: Valid 156885.0; StDev 0.027731502161632608; Max. 0.47516603950266195; Mean 0.01080496490761224; Min. -0.12149634179511215

Variable Format: numeric

Notes: UNF:6:gGAOjolJfpW6+sG8I5k7Ag==

lagpleverage

f7882 Location:

Summary Statistics: StDev 0.11354467402324296; Valid 156885.0; Max. 0.9322450234999928; Mean 0.2240517024871024; Min. 0.0

Variable Format: numeric

Notes: UNF:6:ydIL2nCBITvK5pPyVYVyBg==

pcoverage

f7882 Location:

Summary Statistics: Max. 3.2580965380214826; Min. 0.0; Mean 1.2833544394741097; Valid 156885.0; StDev 0.535369702622944

Variable Format: numeric

Notes: UNF:6:gdUX5EaHT7vZWR0xh5tpVw==

lagpnoa

f7882 Location:

Summary Statistics: Max. 30.398487632132493; Mean 3.2193059336673326; StDev 2.437883025083712; Valid 154147.0; Min. -3.02162685603615;

Variable Format: numeric

Notes: UNF:6:8nIM/t3LfT5b2f786AqjaQ==

frdat

f7882 Location:

Summary Statistics: StDev 0.03300642929848153; Max. 0.22134538280404764; Valid 63766.0; Min. 0.0; Mean 0.024132230286209484

Variable Format: numeric

Notes: UNF:6:UGpJWjSeOozJELnrKfJ8KQ==

fsgaat

f7882 Location:

Summary Statistics: Max. 0.34182587477935833; Mean 0.0758700903863713; Valid 118686.0; Min. 0.003120387695096866; StDev 0.06234275713919044

Variable Format: numeric

Notes: UNF:6:jf+xsnJs8fHQtbugNS/CPA==

fcapxat

f7882 Location:

Summary Statistics: StDev 0.01844225919091822; Max. 0.10440745451529061; Min. -0.0069628029936329465; Mean 0.015787829316586705; Valid 151373.0

Variable Format: numeric

Notes: UNF:6:HDWA0avR8KjfuBd7j8ldFQ==

fdam

f7882 Location:

Summary Statistics: Max. 0.15896014650742174; Valid 125974.0; Min. -0.20313040059271623; StDev 0.049870311465628224; Mean 0.00198016202599501;

Variable Format: numeric

Notes: UNF:6:fbGW8l8Tjpv8a3tAxQ6tkQ==

fda

f7882 Location:

Summary Statistics: Valid 130747.0; Max. 0.1559459752627128; Mean 0.001876949248749694; Min. -0.20639368840933167; StDev 0.04965121616738359

Variable Format: numeric

Notes: UNF:6:IqpqmTes7n0oWHdLiT3d/Q==

fdaqm

f7882 Location:

Summary Statistics: Mean 7.914577654057742E-4; Valid 74950.0; Min. -0.20099344160662874; Max. 0.16785253680079415; StDev 0.05183653280967842

Variable Format: numeric

Notes: UNF:6:xPjxoEeJrAgOv+fIpCOuRQ==

ceo_equity

f7882 Location:

Summary Statistics: Valid 59368.0; StDev 0.2830543971030783; Mean 0.4233447736062776; Max. 1.0695528768263871; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:F2VIp8IbIwQNS7PB9skQIA==

ceo_age

f7882 Location:

Summary Statistics: Min. 29.0; Mean 56.11209811651289; StDev 7.5076776721795415; Max. 96.0; Valid 57075.0

Variable Format: numeric

Notes: UNF:6:f5vj4OtYKyeSNVyBO0/AQw==

Date Became CEO

f7882 Location:

Variable Format: character

Notes: UNF:6:ijpxxUMmnI+s5dGwZ6dlXQ==

ceo_flex

f7882 Location:

Summary Statistics: StDev 0.34202803890428485; Mean 0.3889647889804207; Valid 59368.0; Min. 0.0; Max. 1.2123001193766332

Variable Format: numeric

Notes: UNF:6:lylvphd5ToikIEP4brCNCA==

ceo_bonus

f7882 Location:

Summary Statistics: Mean 0.26638678674432564; Valid 59646.0; Min. -1.565795510237954E-6; StDev 0.2636829918476379; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:7rJ8A+YWtKQA/adzT/5H2w==

ceo_flexat

f7882 Location:

Summary Statistics: Valid 59366.0; Min. 0.0; Max. 382.02361503771164; StDev 5.971818777958432; Mean 1.772750848207018

Variable Format: numeric

Notes: UNF:6:UDnR60s0eXMkdjgA5iBJTQ==

ceo_bonusat

f7882 Location:

Summary Statistics: StDev 0.9710450579862745; Mean 0.39355798372642165; Max. 46.870960792761736; Valid 59864.0; Min. -5.643742162253072E-7

Variable Format: numeric

Notes: UNF:6:ZaUEQ6ZWdT7uD4//H4+2UA==

ceo_salary

f7882 Location:

Summary Statistics: StDev 0.23102041932091466; Max. 1.0; Valid 59368.0; Mean 0.3024932327901562; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Clo2sKjHQlT1AIbv/672hQ==

ceo_salaryat

f7882 Location:

Summary Statistics: Min. 0.0; StDev 1.6713918228283233; Max. 77.269800386349; Valid 59864.0; Mean 0.8381519447654319

Variable Format: numeric

Notes: UNF:6:fgJkTlsGKIDvHKoybRLbaA==

ceo_tenure

f7882 Location:

Summary Statistics: Valid 57817.0; Max. 22553.0; StDev 2888.881483232366; Mean 2698.8640365290776; Min. -6992.0

Variable Format: numeric

Notes: UNF:6:QoBfH+GnP9n19ColQxKKZA==

ceocfo_equity

f7882 Location:

Summary Statistics: Mean 0.39069908957799593; Valid 59337.0; Max. 1.0695528768263871; StDev 0.27334358746072723; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:ihjRSQW9jO6Z93yjph4iSA==

Rank for Variable ceo_equity

f7882 Location:

Summary Statistics: Max. 4.0; StDev 1.4180158528134614; Valid 59368.0; Min. 0.0; Mean 2.089981134617947;

Variable Format: numeric

Notes: UNF:6:Tac2zjPYnpYKfsGEnjhepg==

Rank for Variable ceocfo_equity

f7882 Location:

Summary Statistics: Max. 4.0; StDev 1.433873359885619; Mean 2.0939380150665086; Valid 59337.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:js9dzohT/DRakAw1RV8yzQ==

Rank for Variable ceo_age

f7882 Location:

Summary Statistics: StDev 1.4032972542744728; Valid 57075.0; Mean 2.0968550153306516; Max. 4.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:u2EvvVyR9QoMn1SHxAqtWg==

Rank for Variable ceo_tenure

f7882 Location:

Summary Statistics: Min. 0.0; Valid 57817.0; StDev 1.4220905340736707; Max. 4.0; Mean 2.046923915111507

Variable Format: numeric

Notes: UNF:6:zOE1B8ZctV0NKLz2pDC3yA==

Rank for Variable ceo_flex

f7882 Location:

Summary Statistics: StDev 1.3017092745145298; Valid 59368.0; Max. 4.0; Min. 0.0; Mean 1.9931781431074147;

Variable Format: numeric

Notes: UNF:6:SXuJ0KuF2wyEoDuf0VQESA==

Rank for Variable ceo_bonus

f7882 Location:

Summary Statistics: Valid 59646.0; Max. 4.0; StDev 1.3346683716572054; Mean 1.9247225295912718; Min. 0.0

Variable Format: numeric

Notes: UNF:6:hHOA/lEoix6Laq4xQeEvjQ==

Rank for Variable ceo_flexat

f7882 Location:

Summary Statistics: Valid 59366.0; Min. 0.0; StDev 1.257870253861526; Mean 2.0985412525688236; Max. 4.0

Variable Format: numeric

Notes: UNF:6:YFZ+ruFSgbQvdVl+J5GRJQ==

Rank for Variable ceo_bonusat

f7882 Location:

Summary Statistics: Mean 2.0448015501804084; StDev 1.3319590583562462; Min. 0.0; Valid 59864.0; Max. 4.0

Variable Format: numeric

Notes: UNF:6:6rWUvyeaG9rQe+mhsnzR6w==

Rank for Variable ceo_salary

f7882 Location:

Summary Statistics: Valid 59368.0; Mean 1.9262902573776721; StDev 1.3841008302009068; Max. 4.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:tRdzwXoNWauwym5JamR4dQ==

Rank for Variable ceo_salaryat

f7882 Location:

Summary Statistics: Min. 0.0; Max. 4.0; StDev 1.330205395440041; Valid 59864.0; Mean 2.1637211011624475

Variable Format: numeric

Notes: UNF:6:iyYz+rNd+w1xkO0Qqqz9hQ==

Rank for Variable ceo_equity

f7882 Location:

Summary Statistics: Min. 0.0; Valid 59368.0; Mean 1.5795883304136962; StDev 1.1100596702674712; Max. 3.0;

Variable Format: numeric

Notes: UNF:6:ZNwWcVaPRgKDLl2RKu65/g==

Rank for Variable ceocfo_equity

f7882 Location:

Summary Statistics: Mean 1.5856211133019935; Valid 59337.0; Min. 0.0; StDev 1.1162632976716125; Max. 3.0

Variable Format: numeric

Notes: UNF:6:eBemrQrQilOkFL1N6J0V6Q==

Rank for Variable ceo_age

f7882 Location:

Summary Statistics: Mean 1.568269820411666; Valid 57075.0; Min. 0.0; StDev 1.1114186291326524; Max. 3.0

Variable Format: numeric

Notes: UNF:6:XBH2wBxBH06VFj34yZlm2w==

Rank for Variable ceo_tenure

f7882 Location:

Summary Statistics: Mean 1.5375408616843023; StDev 1.1222553312415062; Min. 0.0; Valid 57817.0; Max. 3.0;

Variable Format: numeric

Notes: UNF:6:OCy7SPI/+fx0GzQb7krWdQ==

Rank for Variable ceo_flex

f7882 Location:

Summary Statistics: Valid 59368.0; Mean 1.497557606791532; StDev 1.0056324428537498; Min. 0.0; Max. 3.0

Variable Format: numeric

Notes: UNF:6:41kSPVW9R5t4hO3BHAKXBg==

Rank for Variable ceo_bonus

f7882 Location:

Summary Statistics: Max. 3.0; StDev 1.0192899128068162; Valid 59646.0; Min. 0.0; Mean 1.4778694296348678;

Variable Format: numeric

Notes: UNF:6:Cno0T0CYdm9CvRHMnVYVZg==

Rank for Variable ceo_flexat

f7882 Location:

Summary Statistics: Valid 59366.0; Max. 3.0; Min. 0.0; StDev 0.969644500856321; Mean 1.5830947006704637

Variable Format: numeric

Notes: UNF:6:xV56tVMwfgxJOmG/+WgDIg==

Rank for Variable ceo_bonusat

f7882 Location:

Summary Statistics: Min. 0.0; Valid 59864.0; Max. 3.0; Mean 1.5504142723506642; StDev 1.0147653694778374

Variable Format: numeric

Notes: UNF:6:0S16QEZMJidO5S1Vfb2qbg==

Rank for Variable ceo_salary

f7882 Location:

Summary Statistics: StDev 1.0976721774996887; Min. 0.0; Mean 1.4408603961730462; Max. 3.0; Valid 59368.0;

Variable Format: numeric

Notes: UNF:6:LOFPWOhx0x/yr309x6ZZaA==

Rank for Variable ceo_salaryat

f7882 Location:

Summary Statistics: StDev 1.0594039966024376; Mean 1.6322831751972755; Valid 59864.0; Max. 3.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:LkarNZo/0Em563yatARHEw==

Rank for Variable ceo_equity

f7882 Location:

Summary Statistics: Max. 2.0; Mean 1.0638727934240726; StDev 0.8080543804773995; Min. 0.0; Valid 59368.0

Variable Format: numeric

Notes: UNF:6:LnxMFFUD/6HVRp3Cm6msMA==

Rank for Variable ceocfo_equity

f7882 Location:

Summary Statistics: Min. 0.0; Max. 2.0; StDev 0.8102622259478565; Valid 59337.0; Mean 1.0659959216003538;

Variable Format: numeric

Notes: UNF:6:53lx5G6Jzh7OJMZeV4M2+g==

Rank for Variable ceo_age

f7882 Location:

Summary Statistics: Max. 2.0; Mean 1.0464476565922407; Valid 57075.0; Min. 0.0; StDev 0.8161588975704687

Variable Format: numeric

Notes: UNF:6:9tst2qSbBYbbkUruuyKraQ==

Rank for Variable ceo_tenure

f7882 Location:

Summary Statistics: StDev 0.820071764777621; Valid 57817.0; Min. 0.0; Max. 2.0; Mean 1.0252002006330572;

Variable Format: numeric

Notes: UNF:6:Bct7bgNhXVcwTQrNjKfe0g==

Rank for Variable ceo_flex

f7882 Location:

Summary Statistics: Max. 2.0; Valid 59368.0; Mean 1.0715705430535163; StDev 0.7183961728543357; Min. 0.0

Variable Format: numeric

Notes: UNF:6:NrSWApOymz3jOlAV5ig6rA==

Rank for Variable ceo_bonus

f7882 Location:

Summary Statistics: Mean 1.056667672601707; StDev 0.7269117958414575; Valid 59646.0; Max. 2.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:WJxJwwSw37mVyN6J6pOXww==

Rank for Variable ceo_flexat

f7882 Location:

Summary Statistics: StDev 0.6890220520452364; Min. 0.0; Max. 2.0; Valid 59366.0; Mean 1.1303945019033954;

Variable Format: numeric

Notes: UNF:6:f8PeVjTjNqSfhquebM0K7w==

Rank for Variable ceo_bonusat

f7882 Location:

Summary Statistics: Valid 59864.0; Mean 1.114192168916228; StDev 0.7136192953949556; Min. 0.0; Max. 2.0

Variable Format: numeric

Notes: UNF:6:2/dqxy2WyUKabvHo4rRt7w==

Rank for Variable ceo_salary

f7882 Location:

Summary Statistics: Min. 0.0; Max. 2.0; Valid 59368.0; Mean 0.9527523244845305; StDev 0.803000989760498

Variable Format: numeric

Notes: UNF:6:7dV6QPFQJubz03ZrdeN/rg==

Rank for Variable ceo_salaryat

f7882 Location:

Summary Statistics: Mean 1.0945977549112242; Max. 2.0; Min. 0.0; Valid 59864.0; StDev 0.7802210259310427

Variable Format: numeric

Notes: UNF:6:gP/BVB6jqnM3HOJAD+2MoA==

Rank for Variable coverage

f7882 Location:

Summary Statistics: Mean 0.999644850962085; Valid 160496.0; Max. 2.0; Min. 0.0; StDev 0.8157495912346849

Variable Format: numeric

Notes: UNF:6:UvcAdkcEWcEsna6jJeS5hQ==

Rank for Variable coverage

f7882 Location:

Summary Statistics: Valid 160496.0; Mean 1.9307708603330636; Min. 0.0; StDev 1.4848074196637753; Max. 4.0

Variable Format: numeric

Notes: UNF:6:anvJaDN2MC/Lc+KCCeu9zA==

earningsatotal

f7882 Location:

Summary Statistics: StDev 11.890320840329249; Mean 18.04118775572486; Max. 173.0; Valid 58901.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:rmb3hWulrHaCfQFTNOmDQA==

earningsytotal

f7882 Location:

Summary Statistics: Valid 58901.0; Max. 92.0; Mean 11.208807999863692; Min. 0.0; StDev 8.409943252352564

Variable Format: numeric

Notes: UNF:6:jVdumrgP4UvMRJNCPZnr6w==

allnewstptotal

f7882 Location:

Summary Statistics: Mean 98.8799850596572; Valid 58901.0; StDev 130.5341648527023; Max. 1815.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:E/9hPP1+Wvsw3biAiGsaqQ==

Rank for Variable EarningsATotal

f7882 Location:

Summary Statistics: Mean 0.9976061526969747; Min. 0.0; StDev 0.8177224412720899; Valid 58901.0; Max. 2.0

Variable Format: numeric

Notes: UNF:6:w/POgOng+T+Z/zU9EITm7A==

Rank for Variable EarningsYTotal

f7882 Location:

Summary Statistics: StDev 0.8085288971371637; Valid 58901.0; Min. 0.0; Max. 2.0; Mean 1.0070796760666576;

Variable Format: numeric

Notes: UNF:6:D0MBqQxz4cqPLi+I7vBF9Q==

Rank for Variable AllnewstpTotal

f7882 Location:

Summary Statistics: StDev 0.8150173173201524; Max. 2.0; Mean 1.002869221235706; Valid 58901.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:0zqgpsVoaYfvWPsh+0QVHQ==

Rank for Variable laginst

f7882 Location:

Summary Statistics: Valid 160496.0; Mean 0.9993146246636567; Max. 2.0; Min. 0.0; StDev 0.8048883509762395;

Variable Format: numeric

Notes: UNF:6:kdmzRjnaDnfMCWzx07ab4w==

Rank for Variable EarningsATotal

f7882 Location:

Summary Statistics: Min. 0.0; StDev 1.415694944559742; Mean 2.0011714571907637; Max. 4.0; Valid 58901.0

Variable Format: numeric

Notes: UNF:6:8YdvEEtmOG1c67p160Z1bg==

Rank for Variable EarningsYTotal

f7882 Location:

Summary Statistics: Max. 4.0; StDev 1.4175365514866818; Mean 1.9885231150575027; Min. 0.0; Valid 58901.0;

Variable Format: numeric

Notes: UNF:6:cDrakDlaLHVtqu7PeN38ig==

Rank for Variable AllnewstpTotal

f7882 Location:

Summary Statistics: StDev 1.4120804559001132; Mean 2.0012733230336033; Min. 0.0; Max. 4.0; Valid 58901.0

Variable Format: numeric

Notes: UNF:6:U1DYBPI6C5nSbiIhO3WITg==

Rank for Variable laginst

f7882 Location:

Summary Statistics: Mean 2.003987638320926; Valid 160496.0; Min. 0.0; StDev 1.3894284902082628; Max. 4.0;

Variable Format: numeric

Notes: UNF:6:TkLdB3V7RzlUTXAhYpC4uw==

customer_shock

f7882 Location:

Summary Statistics: StDev 0.09899306119656044; Min. -2.4450690414302385; Valid 160496.0; Mean 9.79629980975238E-4; Max. 21.298190159553652;

Variable Format: numeric

Notes: UNF:6:WfEe44u2q3bFonDuJv4kqA==

num_customer

f7882 Location:

Summary Statistics: Valid 160496.0; Min. 0.0; Mean 0.2108152228092942; StDev 0.6078813344134574; Max. 9.0

Variable Format: numeric

Notes: UNF:6:hSAUJ1RLVdh4CHKG/oFfyA==

customer_lagshock

f7882 Location:

Summary Statistics: Mean 7.445019054987661E-4; StDev 0.08377832576840799; Valid 160496.0; Min. -4.193569642394812; Max. 3.6571920593802383;

Variable Format: numeric

Notes: UNF:6:/Bb61v119BPiww/qWTIIOQ==

num_lagcustomer

f7882 Location:

Summary Statistics: StDev 0.6121795030348511; Valid 160496.0; Max. 9.0; Mean 0.21449755757153088; Min. 0.0

Variable Format: numeric

Notes: UNF:6:xGQn2vHoH5TgvDjXYb8LEQ==

indcustomer_shock

f7882 Location:

Summary Statistics: Valid 125629.0; Min. -16.45027319626837; Max. 22.005622036204773; StDev 1.3424679347574144; Mean 0.08696878484464642;

Variable Format: numeric

Notes: UNF:6:iT3/7bAMQf7k+PDoGlxRCA==

num_indcustomer

f7882 Location:

Summary Statistics: Valid 125629.0; Min. 1.0; Mean 15.32062660691192; StDev 16.417168683486192; Max. 78.0;

Variable Format: numeric

Notes: UNF:6:rIFbXWGlv8xlMfDkhDojWw==

indcustomer_lagshock

f7882 Location:

Summary Statistics: StDev 1.128073957772536; Max. 22.005622036204773; Mean 0.04288778684070911; Min. -16.45027319626837; Valid 126591.0

Variable Format: numeric

Notes: UNF:6:Arx8jXOgeaVfkqAYLH2jcw==

num_lagindcustomer

f7882 Location:

Summary Statistics: Valid 126591.0; StDev 16.351371060407974; Max. 78.0; Mean 15.267981136098507; Min. 1.0

Variable Format: numeric

Notes: UNF:6:URZ7dhq9kIgnNENh3w+ClA==

customer

f7882 Location:

Summary Statistics: Valid 124197.0; Min. -10.35434691989197; StDev 0.1236111769298191; Mean 0.005541688559113033; Max. 1.835270386166396;

Variable Format: numeric

Notes: UNF:6:wMF4WBvyrNsRfpoUGwV6uQ==

lagcustomer

f7882 Location:

Summary Statistics: Valid 125127.0; Max. 1.5748223255756646; Min. -10.35434691989197; StDev 0.11795540123053229; Mean 0.0036347642115189616

Variable Format: numeric

Notes: UNF:6:KbNac4xsYrB2CDd0s2P06w==

customer_shock_alt

f7882 Location:

Summary Statistics: Valid 160496.0; StDev 0.09802860604438446; Max. 21.298190159553652; Min. -2.4450690414302385; Mean 0.0010820194204001986

Variable Format: numeric

Notes: UNF:6:rQXa9B5kF/Wdf/1sBs+bwQ==

num_customer_alt

f7882 Location:

Summary Statistics: Min. 0.0; Max. 9.0; StDev 0.6043174846950883; Mean 0.20809864420297117; Valid 160496.0

Variable Format: numeric

Notes: UNF:6:+4UAaCOL3RieodIDQv36hw==

customer_lagshock_alt

f7882 Location:

Summary Statistics: Max. 3.6571920593802383; Valid 160496.0; Mean 8.471128185305067E-4; Min. -4.193569642394812; StDev 0.08263932392631405

Variable Format: numeric

Notes: UNF:6:h/0Qy9wKJhQysIsLiooMpA==

num_lagcustomer_alt

f7882 Location:

Summary Statistics: Max. 9.0; StDev 0.6089077522313092; Mean 0.21189936197786413; Valid 160496.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:tqKt2NbghmjqiABEJODFcg==

indcustomer_shock_alt

f7882 Location:

Summary Statistics: Valid 125268.0; Mean 0.13744603175413328; StDev 1.882442226356059; Min. -16.37276346002858; Max. 19.38064286709116;

Variable Format: numeric

Notes: UNF:6:aChzwRqWaDBXkhES8LVktA==

num_indcustomer_alt

f7882 Location:

Summary Statistics: Valid 125268.0; Mean 28.792923971006807; Max. 158.0; Min. 1.0; StDev 36.15611514341591

Variable Format: numeric

Notes: UNF:6:cxjmgX7V1lff7o1dDHPayg==

indcustomer_lagshock_alt

f7882 Location:

Summary Statistics: Valid 126231.0; Mean 0.08285773366310174; StDev 1.8073931286835843; Min. -16.37276346002858; Max. 19.38064286709116

Variable Format: numeric

Notes: UNF:6:meKr9fpUK4Sw+Ok+/O/5Aw==

num_lagindcustomer_alt

f7882 Location:

Summary Statistics: StDev 35.94194849494835; Mean 28.605873359163503; Min. 1.0; Valid 126231.0; Max. 158.0

Variable Format: numeric

Notes: UNF:6:R5bk/giGXIRtP/U4LGg64w==

customer_alt

f7882 Location:

Summary Statistics: StDev 0.1118988468037208; Valid 124331.0; Mean 0.0042166158233920585; Max. 1.835270386166396; Min. -10.35434691989197

Variable Format: numeric

Notes: UNF:6:kMFLbfzlPwxGQRl9Cjjgiw==

lagcustomer_alt

f7882 Location:

Summary Statistics: StDev 0.11159731559959261; Mean 0.003354774677016314; Valid 125260.0; Min. -10.35434691989197; Max. 1.2029243394907019

Variable Format: numeric

Notes: UNF:6:cmeb72jwG28QTrkt5msRlQ==

real_cshock

f7882 Location:

Summary Statistics: Mean 0.0036103169866477857; Valid 125493.0; Max. 1.835270386166396; StDev 0.11345078888664943; Min. -10.35434691989197;

Variable Format: numeric

Notes: UNF:6:2rihRmPm4sHmt+WSjsmhjw==

real_lagcshock

f7882 Location:

Summary Statistics: Valid 125432.0; StDev 0.11374270108689208; Mean 0.004100378610164449; Min. -10.35434691989197; Max. 1.5374606263199884;

Variable Format: numeric

Notes: UNF:6:Ssrc+dAxUMj8qtAxNH8kPQ==

real_cshock2

f7882 Location:

Summary Statistics: Valid 125493.0; Max. 1.835270386166396; Min. -10.35434691989197; StDev 0.11371706700272494; Mean 0.0036830273412947518

Variable Format: numeric

Notes: UNF:6:pmbOmx9fe/rwN4BXWBBB+w==

real_lagcshock2

f7882 Location:

Summary Statistics: StDev 0.11415231910116014; Max. 1.5374606263199877; Min. -10.35434691989197; Valid 125432.0; Mean 0.004203510622493971;

Variable Format: numeric

Notes: UNF:6:1JgGU6cBPESGeGdoKNFm9Q==

ind_cshock

f7882 Location:

Summary Statistics: StDev 0.11065193134890669; Valid 125493.0; Mean 0.0034689107903760176; Max. 1.0548698144882165; Min. -10.35434691989197;

Variable Format: numeric

Notes: UNF:6:4E4yMCFRDAhcLX/lCgosIA==

ind_lagcshock

f7882 Location:

Summary Statistics: Max. 1.318677051234; Min. -10.35434691989197; Valid 125443.0; Mean 0.004028805368535231; StDev 0.11133707308364985

Variable Format: numeric

Notes: UNF:6:fcpSvHn618Jjc8uWARQ24Q==

peer_cshock

f7882 Location:

Summary Statistics: Max. 1.835270386166396; StDev 0.11162849534048458; Mean 0.0034571981153136053; Valid 124556.0; Min. -10.35434691989197

Variable Format: numeric

Notes: UNF:6:RU+J/4wj8tuHQy9jQmnT8Q==

peer_lagcshock

f7882 Location:

Summary Statistics: StDev 0.11221851712780302; Max. 1.318677051234; Min. -10.35434691989197; Valid 124499.0; Mean 0.004014239278245542;

Variable Format: numeric

Notes: UNF:6:6oxOw0kPerxmIWYcmswvKg==

Rank for Variable DA

f7882 Location:

Summary Statistics: StDev 1.4136693072536097; Min. 0.0; Valid 160496.0; Mean 2.000317764928733; Max. 4.0

Variable Format: numeric

Notes: UNF:6:bD2Y13lJGgjYDTCAloFpnw==

Rank for Variable dam

f7882 Location:

Summary Statistics: Mean 2.000444499643751; StDev 1.4136864615319966; Max. 4.0; Min. 0.0; Valid 152981.0;

Variable Format: numeric

Notes: UNF:6:87quCrY63eBySuZHVKKCAw==

Rank for Variable daq

f7882 Location:

Summary Statistics: Valid 101406.0; Mean 2.0005127901702084; StDev 1.4133694729078932; Min. 0.0; Max. 4.0

Variable Format: numeric

Notes: UNF:6:LbdlG8P0H9f8zxpzwRnZxw==

Rank for Variable daqm

f7882 Location:

Summary Statistics: Min. 0.0; StDev 1.4133310839001316; Max. 4.0; Valid 94181.0; Mean 2.000159267792867;

Variable Format: numeric

Notes: UNF:6:0MWT9Eb6Nw7ejzoV0GwOeA==

Rank for Variable da_qtr_dum

f7882 Location:

Summary Statistics: Mean 2.0003053035589535; Valid 160496.0; Min. 0.0; StDev 1.4136825323874886; Max. 4.0

Variable Format: numeric

Notes: UNF:6:9sW+60AKMEP3zadBt2jvbQ==

Rank for Variable pshock

f7882 Location:

Summary Statistics: Max. 4.0; Min. 0.0; StDev 1.413693574634556; Valid 160496.0; Mean 2.0001619978067984

Variable Format: numeric

Notes: UNF:6:5BnQu+BdtNlfLlFvwmJQDQ==

Rank for Variable pshock_vw

f7882 Location:

Summary Statistics: Mean 2.0001994626973962; Min. 0.0; Valid 160431.0; StDev 1.4137065866515375; Max. 4.0

Variable Format: numeric

Notes: UNF:6:iKTfad1WqxU6VsOcO7SwSA==

Rank for Variable shock

f7882 Location:

Summary Statistics: Mean 2.000211843285829; Max. 4.0; Min. 0.0; StDev 1.4136318629909157; Valid 160496.0

Variable Format: numeric

Notes: UNF:6:ekpgVX+wvebkeRiZjlmrgw==

Rank for Variable real_cshock

f7882 Location:

Summary Statistics: StDev 1.4133962722164404; Mean 2.000270931446374; Valid 125493.0; Min. 0.0; Max. 4.0

Variable Format: numeric

Notes: UNF:6:Z8095Em5LLmmC5g6RTeXsQ==

Rank for Variable real_lagcshock

f7882 Location:

Summary Statistics: Mean 2.000071752025; Valid 125432.0; Min. 0.0; StDev 1.4119087978844433; Max. 4.0

Variable Format: numeric

Notes: UNF:6:t5CkdagIvXO8QPVm/YxhVQ==

meetbeat

f7882 Location:

Summary Statistics: Max. 1.0; Mean 0.6380562451369066; StDev 0.4805648888627557; Min. 0.0; Valid 107956.0

Variable Format: numeric

Notes: UNF:6:60lmVUPRCUVrOBTzuElbHQ==

Actual Value

f7882 Location:

Summary Statistics: Mean 0.30486974878654; StDev 0.7410904212387879; Min. -77.34; Max. 59.86; Valid 107956.0

Variable Format: numeric

Notes: UNF:6:fSH0pFjJErgaCZJ1A/BsVw==

Mean Estimate

f7882 Location:

Summary Statistics: Mean 0.3159016393442601; Min. -10.61; Max. 29.58; StDev 0.5661592283876885; Valid 108275.0

Variable Format: numeric

Notes: UNF:6:MdNyfPT6I0Xv7yeobPomjA==

meetbeat_marginal

f7882 Location:

Summary Statistics: Valid 107956.0; Min. 0.0; StDev 0.4632018592971554; Max. 1.0; Mean 0.31172885249546906

Variable Format: numeric

Notes: UNF:6:iwp5z0nzG7jqqSFS5Z1giA==

fcast_revision_qtr

f7882 Location:

Summary Statistics: Max. 1.187500026542695; Valid 108263.0; Mean -0.004183055193502943; Min. -193.47825377833504; StDev 0.5936771450523531

Variable Format: numeric

Notes: UNF:6:OWj4y1yvOu23lM74ziFnHA==

ptg_revision_qtr

f7882 Location:

Summary Statistics: Valid 60869.0; Max. 149.5962678090273; StDev 1.1454606947552919; Min. -16.938775180529085; Mean 0.004713032675885153

Variable Format: numeric

Notes: UNF:6:1SZisY2YIoFnGLshp1EuhA==

Com Shares for Diluted EPS

f7882 Location:

Summary Statistics: Mean 156.4757148054273; Valid 106569.0; Min. 0.344; Max. 15841.2; StDev 560.7956259440775;

Variable Format: numeric

Notes: UNF:6:w6X3ZtvlnOI2X7im0DpykA==

Common Shares Used to Calculate Earnings Per Share - Basic

f7882 Location:

Summary Statistics: Max. 15704.3; Valid 160481.0; Mean 116.15494368865856; StDev 458.03627711770986; Min. 0.214;

Variable Format: numeric

Notes: UNF:6:ZEX6qhfW8u2eSMpnJ9/TEg==

gvkeyn

f7882 Location:

Summary Statistics: Max. 287882.0; Min. 1004.0; StDev 41330.630190020456; Mean 27595.683288026627; Valid 160496.0

Variable Format: numeric

Notes: UNF:6:MeSO5XM/m6y22KySdtUG0Q==

rpe

f7882 Location:

Summary Statistics: Mean 0.48388925635453156; Max. 1.0; StDev 0.49976398873337546; Valid 10583.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:l6a6XE40zur3fxo/r7/lWA==

rpe2

f7882 Location:

Summary Statistics: Mean 0.4878961267605644; Max. 1.0; Min. 0.0; StDev 0.49990848534547855; Valid 4544.0;

Variable Format: numeric

Notes: UNF:6:Ma+3c98PsZwDeqav0MCmQA==

restate

f7882 Location:

Summary Statistics: Min. 0.0; Valid 104189.0; Max. 1.0; StDev 0.33133302566914985; Mean 0.1255410839915954

Variable Format: numeric

Notes: UNF:6:frf/EfRVxupYwjq/cEPzRQ==

investigation

f7882 Location:

Summary Statistics: Valid 104189.0; Mean 0.01907111115376937; Min. 0.0; Max. 1.0; StDev 0.13677566825814297;

Variable Format: numeric

Notes: UNF:6:ZWZc/q835UQ9IbmQ8eEgmg==