skip to content
Using matching, instrumental variables and control functions to estimate economic choice models Preview this item
ClosePreview this item
Checking...

Using matching, instrumental variables and control functions to estimate economic choice models

Author: James J Heckman; Salvador Navarro-Lozano; National Bureau of Economic Research.
Publisher: Cambridge, MA : National Bureau of Economic Research, ©2003.
Series: Working paper series (National Bureau of Economic Research), no. 9497.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Abstract: This paper investigates four topics. (1) It examines the different roles played by the propensity score (probability of selection) in matching, instrumental variable and control functions methods. (2) It contrasts the roles of exclusion restrictions in matching and selection models. (3) It characterizes the sensitivity of matching to the choice of conditioning variables and demonstrates the greater  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: James J Heckman; Salvador Navarro-Lozano; National Bureau of Economic Research.
OCLC Number: 52098951
Notes: "February 2003."
Description: 1 online resource (39 pages) : illustrations.
Series Title: Working paper series (National Bureau of Economic Research), no. 9497.
Responsibility: James Heckman, Salvador Navarro-Lozano.

Abstract:

Abstract: This paper investigates four topics. (1) It examines the different roles played by the propensity score (probability of selection) in matching, instrumental variable and control functions methods. (2) It contrasts the roles of exclusion restrictions in matching and selection models. (3) It characterizes the sensitivity of matching to the choice of conditioning variables and demonstrates the greater robustness of control function methods to misspecification of the conditioning variables. (4) It demonstrates the problem of choosing the conditioning variables in matching and the failure of conventional model selection criteria when candidate conditioning variables are not exogenous.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.

Similar Items

Related Subjects:(1)

Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/52098951> # Using matching, instrumental variables and control functions to estimate economic choice models
    a schema:Book, schema:CreativeWork, schema:MediaObject ;
   library:oclcnum "52098951" ;
   library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/8739794#Place/cambridge_ma> ; # Cambridge, MA
   library:placeOfPublication <http://id.loc.gov/vocabulary/countries/mau> ;
   schema:about <http://id.worldcat.org/fast/901574> ; # Econometrics
   schema:bookFormat schema:EBook ;
   schema:contributor <http://viaf.org/viaf/135446122> ; # National Bureau of Economic Research.
   schema:contributor <http://viaf.org/viaf/16628511> ; # Salvador Navarro-Lozano
   schema:copyrightYear "2003" ;
   schema:creator <http://viaf.org/viaf/7366826> ; # James Joseph Heckman
   schema:datePublished "2003" ;
   schema:description "Abstract: This paper investigates four topics. (1) It examines the different roles played by the propensity score (probability of selection) in matching, instrumental variable and control functions methods. (2) It contrasts the roles of exclusion restrictions in matching and selection models. (3) It characterizes the sensitivity of matching to the choice of conditioning variables and demonstrates the greater robustness of control function methods to misspecification of the conditioning variables. (4) It demonstrates the problem of choosing the conditioning variables in matching and the failure of conventional model selection criteria when candidate conditioning variables are not exogenous."@en ;
   schema:exampleOfWork <http://worldcat.org/entity/work/id/8739794> ;
   schema:inLanguage "en" ;
   schema:isPartOf <http://experiment.worldcat.org/entity/work/data/8739794#Series/nber_working_paper_series> ; # NBER working paper series ;
   schema:isPartOf <http://experiment.worldcat.org/entity/work/data/8739794#Series/working_paper_series_national_bureau_of_economic_research> ; # Working paper series (National Bureau of Economic Research) ;
   schema:name "Using matching, instrumental variables and control functions to estimate economic choice models"@en ;
   schema:productID "52098951" ;
   schema:publication <http://www.worldcat.org/title/-/oclc/52098951#PublicationEvent/cambridge_ma_national_bureau_of_economic_research_2003> ;
   schema:publisher <http://experiment.worldcat.org/entity/work/data/8739794#Agent/national_bureau_of_economic_research> ; # National Bureau of Economic Research
   schema:url <http://nber.org/papers/w9497> ;
   schema:url <http://papers.nber.org/papers/w9497> ;
   wdrs:describedby <http://www.worldcat.org/title/-/oclc/52098951> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/8739794#Agent/national_bureau_of_economic_research> # National Bureau of Economic Research
    a bgn:Agent ;
   schema:name "National Bureau of Economic Research" ;
    .

<http://experiment.worldcat.org/entity/work/data/8739794#Series/nber_working_paper_series> # NBER working paper series ;
    a bgn:PublicationSeries ;
   schema:hasPart <http://www.worldcat.org/oclc/52098951> ; # Using matching, instrumental variables and control functions to estimate economic choice models
   schema:name "NBER working paper series ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/8739794#Series/working_paper_series_national_bureau_of_economic_research> # Working paper series (National Bureau of Economic Research) ;
    a bgn:PublicationSeries ;
   schema:hasPart <http://www.worldcat.org/oclc/52098951> ; # Using matching, instrumental variables and control functions to estimate economic choice models
   schema:name "Working paper series (National Bureau of Economic Research) ;" ;
    .

<http://id.worldcat.org/fast/901574> # Econometrics
    a schema:Intangible ;
   schema:name "Econometrics"@en ;
    .

<http://viaf.org/viaf/135446122> # National Bureau of Economic Research.
    a schema:Organization ;
   schema:name "National Bureau of Economic Research." ;
    .

<http://viaf.org/viaf/16628511> # Salvador Navarro-Lozano
    a schema:Person ;
   schema:familyName "Navarro-Lozano" ;
   schema:givenName "Salvador" ;
   schema:name "Salvador Navarro-Lozano" ;
    .

<http://viaf.org/viaf/7366826> # James Joseph Heckman
    a schema:Person ;
   schema:familyName "Heckman" ;
   schema:givenName "James Joseph" ;
   schema:givenName "James J." ;
   schema:name "James Joseph Heckman" ;
    .

<http://www.worldcat.org/title/-/oclc/52098951>
    a genont:InformationResource, genont:ContentTypeGenericResource ;
   schema:about <http://www.worldcat.org/oclc/52098951> ; # Using matching, instrumental variables and control functions to estimate economic choice models
   schema:dateModified "2017-12-23" ;
   void:inDataset <http://purl.oclc.org/dataset/WorldCat> ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.