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

Author

Listed:
  • Brendan Halpin

    (University of Limerick, Ireland)

Programming Language

Stata

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-.

Suggested Citation

  • Brendan Halpin, 2015. "MICT: Stata module to provide Multiple imputation for Categorical Time-series," Statistical Software Components S458046, Boston College Department of Economics.
    • Handle: RePEc:boc:bocode:s458046
    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.
    as

    Download full text from publisher

    File URL: http://fmwww.bc.edu/repec/bocode/m/mict_impute.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/m/mict_impute.sthlp
    File Function: help file
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mict_model_gap.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mict_model_gap.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/m/mict_model_initial.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/m/mict_model_initial.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/m/mict_model_terminal.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/m/mict_model_terminal.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/m/mict_prep.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/m/mict_prep.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/m/mict_example1.do
    File Function: sample file
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mict_example2.do
    File Function: sample file
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mvad.dta
    File Function: sample data file
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mvadmar.dta
    File Function: sample data file
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