KY_FIT: Stata module to fit mixture models of the Kapteyn-Ypma type to linked survey and administrative data

Fernando Rios-Avila () and Stephen Jenkins

Statistical Software Components from Boston College Department of Economics

Abstract: ky_fit is a set of routines focused on estimating finite mixture models of the Kapteyn-Ypma type to analyze linked survey and administrative data on labour earnings (or similar variables), taking account of various types of measurement error in each data source. Different combinations of error-ridden and/or error-free observations characterize latent classes. This command can be used to fit a general class of finite mixture models. It also provides post-estimation commands for assessment of reliability, marginal effects, data simulation, and prediction of hybrid earnings variables that combine information from both data sources.

Language: Stata
Requires: Stata version 15
Keywords: finite mixture model; Kapteyn; Ypma; maximum likelihood; linked data (search for similar items in EconPapers)
Date: 2021-06-08
Note: This module should be installed from within Stata by typing "ssc install ky_fit". 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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Downloads: (external link)
http://fmwww.bc.edu/repec/bocode/k/ky_fit.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_fit.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_estat.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_estat.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_ll_1.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_ll_2.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_ll_3.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_ll_4.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_ll_5.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_ll_6.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_ll_7.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_ll_8.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_sim.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_sim.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_p.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_star.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_example.do sample do-file (text/plain)
http://fmwww.bc.edu/repec/bocode/k/ky_example.log sample output file (text/plain)

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