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AMELIA II: A Program for Missing Data

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AMELIA II: A Program for Missing DataJames Honaker, Gary King, and Matthew BlackwellVersion 7, 2018Contents1 Introduction32 What AMELIA Assumptions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .53 Versions of Installation and Updates from R . . . . . . . . . . . . . . . . . . . . . Installation in Windows of AmeliaView as a Standalone Program . . Linux (local installation) . . . . . . . . . . . . . . . . . . . . . . . . .74 A User s data and Initial Results . . . . . . . . . . . . . . . . . . . . . . . . . Multiple Imputation.

Amelia II also has features to make valid and much more accurate imputations for cross-sectional, time-series, and time-series-cross-section data, and allows the incorporation of observation and data-matrix-cell level prior information.

  Programs, Data, Missing, Amelia, A program for missing data

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