MICT: Stata module to provide Multiple imputation for Categorical Time-series

Brendan Halpin ()
Additional contact information
Brendan Halpin: University of Limerick, Ireland

Statistical Software Components from Boston College Department of Economics

Abstract: MICT provides a method for multiple imputation for categorical time-series data such as lifecourse or employment-status histories that preserves longitudinal consistency, using a monotonic series of imputations and permitting flexible predictive models appropriate to the target variable type. Where transitions are substantially less frequent than once per time-unit, and where missingness tends to be consecutive, it produces imputations with better longitudinal consistency than -mi impute- or -ice-.

Language: Stata
Requires: Stata version 12
Keywords: multiple imputation; categorical data; lifecourse; employment status (search for similar items in EconPapers)
Date: 2015-07-25
Note: This module should be installed from within Stata by typing "ssc install mict". 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/m/mict_impute.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mict_impute.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mict_model_gap.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mict_model_gap.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mict_model_initial.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mict_model_initial.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mict_model_terminal.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mict_model_terminal.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mict_prep.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mict_prep.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mict_example1.do sample file (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mict_example2.do sample file (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mvad.dta sample data file (application/x-stata)
http://fmwww.bc.edu/repec/bocode/m/mvadmar.dta sample data file (application/x-stata)

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