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HTE: Stata module to perform heterogeneous treatment effect analysis

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Author Info

  • Ben Jann

    ()
    (University of Bern)

  • Jennie E. Brand

    ()
    (University of California, Los Angeles)

  • Yu Xie

    ()
    (ISR, University of Michigan - Ann Arbor)

Registered author(s):

Abstract

-hte- applies -pscore- by Becker and Ichino (Stata Journal 2:358-377) to construct balanced propensity score strata and, within each stratum, estimates the average treatment effect. -hte- then tests for linear trend in treatment effects using variance-weighted least squares. The stratum-specific treatment effects and the estimated linear trend are displayed in a twoway graph. Note that the -pscore- command is required, which is available from the Stata Journal website (type -net sj 5-3 st0026_2- in Stata).

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File URL: http://fmwww.bc.edu/repec/bocode/h/hte.zip
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File URL: http://fmwww.bc.edu/repec/bocode/h/hte.ado
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File URL: http://fmwww.bc.edu/repec/bocode/h/hte.hlp
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Bibliographic Info

Software component provided by Boston College Department of Economics in its series Statistical Software Components with number S457129.

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Programming language: Stata
Requires: Stata version 9.2
Date of creation: 29 Jun 2007
Date of revision:
Handle: RePEc:boc:bocode:s457129

Note: This module should be installed from within Stata by typing "ssc install hte". Windows users should not attempt to download these files with a web browser.
Contact details of provider:
Postal: Boston College, 140 Commonwealth Avenue, Chestnut Hill MA 02467 USA
Phone: 617-552-3670
Fax: +1-617-552-2308
Email:
Web page: http://fmwww.bc.edu/EC/
More information through EDIRC

Order Information:
Web: http://repec.org/docs/ssc.php

Related research

Keywords: heterogeneous treatment effect; propensity score strata; causal inference;

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