CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment

Giovanni Cerulli

Statistical Software Components from Boston College Department of Economics

Abstract: ctreatreg estimates the Dose-Response-Function (DRF) of a given treatment on a specific target variable, within a model where units are treated with different levels. The DRF is defined as the "average treatment effect, given the level of the treatment t" (i.e. ATE_t)). The routine also estimates other "causal" parameters of interest, such as the average treatment effect (ATE), the average treatment effect on treated (ATET), the average treatment effect on non-treated (ATENT), and the same effects conditional on t and on the vector of covariates x. Both OLS and IV estimation are available, according to the case in which the treatment is not or is endogenous.

Language: Stata
Requires: Stata version 11
Keywords: treatment; dose-response function; average treatment effect; ATE; ATENT (search for similar items in EconPapers)
Date: 2014-04-24, Revised 2017-10-25
Note: This module should be installed from within Stata by typing "ssc install ctreatreg". The module is made available under terms of the GPL v3 (https://www.gnu.org/licenses/gpl-3.0.txt). Windows users should not attempt to download these files with a web browser.
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Citations: View citations in EconPapers (2)

Downloads: (external link)
http://fmwww.bc.edu/repec/bocode/c/ctreatreg.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/c/ctreatreg.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/b/boot_drf.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/b/boot_drf.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/c/ctreatreg_example_dataset.dta sample data file (application/x-stata)
http://fmwww.bc.edu/repec/bocode/w/wp_05_2014File- ... bocode/_/cerulli.pdf documentation (application/pdf)
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Working Paper: CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment (2014)
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