WRDS CCM User Guide West Virginia University
CRSP/Compustat Merged (CCM) CRSP Information for securities traded in on U.S. exchanges (NYSE, AMEX, and NASDAQ)
Compustat Fundamental info such as Income Statement, Balance Sheet on most publicly held companies in North America.
The CRSP Link® • CCM is comprised of CRSP and Compustat® data together with the link between these two databases.
► The CRSP Link® provides a peerless matching of CRSP
historical market data with Compustat fundamental data by associating identifiers that are unique to each database.
► How to access CCM: WRDS → Select CRSP → left
Advantages of CCM • Merging databases:
► The CRSP Link® make it possible for one to
obtain Fundamental Annual and Quarterly data combined with CRSP market data for over 1,000 raw and derived items • The primary advantage of the CCM:
► allows researchers to lookup Compustat data
using the CRSP PERMNO identifiers.
► Other identifiers can be used, but in these
cases it may be best to use a regular Compustat web query rather than a CCM query.
CRSP vs. Compustat CRSP
Compustat
Frequenc y Contents
Daily, Monthly
Quaterly, Annual
security price, return,volume
Focus on
Security data from a shareholder perspective
Income Statement, Balance Sheet, Statement of Cash Flows Fundamental company data from a company perspective
Since 1925
Since 1950
Calendar year
Fiscal year
Data range Year
Identifiers PERMNO, PERMCO NPERMNO, NPERMCO, CUSIP
GVKEY, CNUM
Historical Identifiers • If a privately-held company 's stock is not yet publicly traded, the firm has data in Compustat but not in CRSP. • Its output may not be returned in a CCM query for the years when no data exists for it in CRSP. • This case is specified “there is no CCM link”. • In order to avoid confusion with “current identifier”, PERMNO, CRSP created “historical identifier”, NPERMNO.
► NPERMNO is set to zero if there no CRSP link during the range.
► From now on, N indicates a historical identifier.
Historical Identifiers (cont’d) CRSP identifiers Date Range
PERMNO
19830920 10015 19860708
PERMCO 6398
CCM identifiers Date Range
GVKEY
NPERMNO
NPERMCO
LINK TYPE
LINKFLAG
19780101 ~ 19830919 19830920
1001
0
0
NU
XXX
1001
10015
6398
LU
BBB
~ 19860331
First Issue related to merging For the following reasons: • CRSP focus on stocks while Compustat related to firms • M&A, temporarily delisted companies, etc Not one-to-one link during a period: • One PERMNO is linked to multiple GVKEY • One GVKEY is linked to multiple PERMNO
How to link CRSP to Compustat • When the PERMNO you specify is linked to several different GVKEYs, one link is designated as the primary link. • This designation is set by CRSP and its researchers. As such, only data for the primary link will be retrieved for the header.
► Can be thought of as a “Panel” set up
Link Options 1: Used Flag • Link: can be thought of as a constraint as to how to connect CRSP with Compustat data • USEDFLAG: unique link that CRSP feels is the “most appropriate” one to use ► Use all links (usedflag = 0, not used) ► Use the unique link (usedflag
Link Options 2: Link types • Link types: ways that records are linked • Tips: ► The most strict constraint: Select one (No output available is possible) ► No constraint (No link): Select all ► To get best output: increase link types
Link file: cstlink2 • The “crsp.cstlink2” contains all link history regarding by which a kind of link types GVKEY is linked to a historical CRSP identifier (NPERMNO). ► To see “cstlink2” file: go to Unix transfer file → /wrds/crsp/sasdata/cc
Second issue related to merging • Compustat organizes data based on fiscal period while CRSP data is based on calendar year. ► Some decisions must be made as to how the dates should be matched ► Can be thought of as a “time series”
Link Options 3: Fiscal Period and Link Date Requirements First date link is valid valid
Last date link is
LINKDP
BEGFYR
LINKENDDP
ENDFYR BEGFYR ENDFYR BEGFYR A
B
ENDFYR C
• Entire fiscal period must be within link date range: B • Fiscal period end date must be within link date range: A.B • Any part of fiscal period is within link date range:
Next topics • How to use Unix • How to extract data from WRDS using SAS ► required to understand Unix home directory • How to program for merging CRSP and Compustat ► required to understand CUSIP and link options
References To see all references: ► http://www.be.wvu.edu/wrds/home/index.h tml