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A tool that "multiply imputes" missing data in a single cross-section (such as a survey), from a time series (like variables collected for each year in a country), or from a time-series-cross-sectional data set (such as collected by years for each of several countries). Amelia II implements our bootstrapping-based algorithm that gives essentially the same answers as the standard IP or EMis approaches, is usually considerably faster than existing approaches and can handle many more variables. Unlike Amelia I and other statistically rigorous imputation software, it virtually never crashes (but please let us know if you find to the contrary!). The program also generalizes existing approaches by allowing for trends in time series across observations within a cross-sectional unit, as well as priors that allow experts to incorporate beliefs they have about the values of missing cells in their data. Amelia II also includes useful diagnostics of the fit of multiple imputation models. The program works from the R command line or via a graphical user interface that does not require users to know R.

copied from cf-staging / r-amelia
Type Size Name Uploaded Downloads Labels
conda 1.4 MB | win-64/r-amelia-1.8.3-r43hd9cd2f5_0.conda  4 months and 6 days ago 260 main
conda 1.4 MB | win-64/r-amelia-1.8.3-r44hd9cd2f5_0.conda  4 months and 6 days ago 241 main
conda 1.4 MB | osx-64/r-amelia-1.8.3-r44h2711daa_0.conda  4 months and 6 days ago 143 main
conda 1.4 MB | osx-64/r-amelia-1.8.3-r43h2711daa_0.conda  4 months and 6 days ago 128 main
conda 1.4 MB | linux-64/r-amelia-1.8.3-r43h93ab643_0.conda  4 months and 6 days ago 502 main
conda 1.4 MB | linux-64/r-amelia-1.8.3-r44h93ab643_0.conda  4 months and 6 days ago 629 main
conda 1.4 MB | win-64/r-amelia-1.8.2-r43hd9cd2f5_1.conda  7 months and 26 days ago 439 main
conda 1.4 MB | win-64/r-amelia-1.8.2-r44hd9cd2f5_1.conda  7 months and 26 days ago 435 main
conda 1.4 MB | osx-64/r-amelia-1.8.2-r44h25d921d_1.conda  7 months and 26 days ago 315 main
conda 1.4 MB | osx-64/r-amelia-1.8.2-r43h25d921d_1.conda  7 months and 26 days ago 295 main
conda 1.4 MB | linux-64/r-amelia-1.8.2-r43h0d4f4ea_1.conda  7 months and 26 days ago 1009 main
conda 1.4 MB | linux-64/r-amelia-1.8.2-r44h0d4f4ea_1.conda  7 months and 26 days ago 1021 main
conda 1.4 MB | win-64/r-amelia-1.8.2-r41h3f0a074_0.conda  10 months and 17 days ago 442 main
conda 1.4 MB | osx-64/r-amelia-1.8.2-r43he6543bc_0.conda  10 months and 17 days ago 303 main
conda 1.4 MB | osx-64/r-amelia-1.8.2-r42he6543bc_0.conda  10 months and 17 days ago 320 main
conda 1.4 MB | linux-64/r-amelia-1.8.2-r43ha18555a_0.conda  10 months and 17 days ago 1337 main
conda 1.4 MB | linux-64/r-amelia-1.8.2-r42ha18555a_0.conda  10 months and 17 days ago 1255 main
conda 1.4 MB | win-64/r-amelia-1.8.1-r41ha856d6a_1.conda  1 year and 8 months ago 631 main
conda 1.4 MB | osx-64/r-amelia-1.8.1-r43hac7d2d5_1.conda  1 year and 8 months ago 318 main
conda 1.4 MB | osx-64/r-amelia-1.8.1-r42hac7d2d5_1.conda  1 year and 8 months ago 327 main
conda 1.4 MB | linux-64/r-amelia-1.8.1-r43ha503ecb_1.conda  1 year and 8 months ago 1762 main
conda 1.4 MB | linux-64/r-amelia-1.8.1-r42ha503ecb_1.conda  1 year and 8 months ago 1621 main
conda 1.4 MB | win-64/r-amelia-1.8.1-r41ha856d6a_0.conda  2 years and 3 months ago 862 main
conda 1.4 MB | osx-64/r-amelia-1.8.1-r41h49197e3_0.conda  2 years and 3 months ago 328 main
conda 1.4 MB | osx-64/r-amelia-1.8.1-r42h49197e3_0.conda  2 years and 3 months ago 345 main
conda 1.4 MB | linux-64/r-amelia-1.8.1-r42h7525677_0.conda  2 years and 3 months ago 1951 main
conda 1.4 MB | linux-64/r-amelia-1.8.1-r41h7525677_0.conda  2 years and 3 months ago 1882 main
conda 1.5 MB | win-64/r-amelia-1.8.0-r41ha856d6a_1.tar.bz2  2 years and 4 months ago 526 main
conda 1.5 MB | osx-64/r-amelia-1.8.0-r41h49197e3_1.tar.bz2  2 years and 4 months ago 67 main
conda 1.5 MB | osx-64/r-amelia-1.8.0-r42h49197e3_1.tar.bz2  2 years and 4 months ago 66 main
conda 1.5 MB | linux-64/r-amelia-1.8.0-r42h7525677_1.tar.bz2  2 years and 4 months ago 1825 main
conda 1.5 MB | linux-64/r-amelia-1.8.0-r41h7525677_1.tar.bz2  2 years and 4 months ago 1753 main
conda 1.5 MB | win-64/r-amelia-1.8.0-r40ha856d6a_0.tar.bz2  3 years and 9 months ago 782 main
conda 1.5 MB | win-64/r-amelia-1.8.0-r41ha856d6a_0.tar.bz2  3 years and 9 months ago 795 main
conda 1.5 MB | osx-64/r-amelia-1.8.0-r41h9951f98_0.tar.bz2  3 years and 9 months ago 136 main
conda 1.5 MB | osx-64/r-amelia-1.8.0-r40h9951f98_0.tar.bz2  3 years and 9 months ago 121 main
conda 1.5 MB | linux-64/r-amelia-1.8.0-r41h03ef668_0.tar.bz2  3 years and 9 months ago 2562 main
conda 1.5 MB | linux-64/r-amelia-1.8.0-r40h03ef668_0.tar.bz2  3 years and 9 months ago 2422 main
conda 1.2 MB | win-64/r-amelia-1.7.6-r40ha856d6a_1.tar.bz2  3 years and 9 months ago 807 main
conda 1.2 MB | win-64/r-amelia-1.7.6-r41ha856d6a_1.tar.bz2  3 years and 9 months ago 791 main
conda 1.3 MB | osx-64/r-amelia-1.7.6-r40h9951f98_1.tar.bz2  3 years and 9 months ago 138 main
conda 1.3 MB | osx-64/r-amelia-1.7.6-r41h9951f98_1.tar.bz2  3 years and 9 months ago 132 main
conda 1.3 MB | linux-64/r-amelia-1.7.6-r41h03ef668_1.tar.bz2  3 years and 9 months ago 2416 main
conda 1.2 MB | linux-64/r-amelia-1.7.6-r40h03ef668_1.tar.bz2  3 years and 9 months ago 2406 main
conda 1.2 MB | win-64/r-amelia-1.7.6-r40h796a38f_1.tar.bz2  4 years and 9 months ago 1012 main
conda 1.3 MB | win-64/r-amelia-1.7.6-r36h796a38f_1.tar.bz2  4 years and 9 months ago 1056 main
conda 1.3 MB | osx-64/r-amelia-1.7.6-r36hc5da6b9_1.tar.bz2  4 years and 9 months ago 331 main
conda 1.3 MB | osx-64/r-amelia-1.7.6-r40hc5da6b9_1.tar.bz2  4 years and 9 months ago 315 main
conda 1.2 MB | linux-64/r-amelia-1.7.6-r36h0357c0b_1.tar.bz2  4 years and 9 months ago 3276 main
conda 1.2 MB | linux-64/r-amelia-1.7.6-r40h0357c0b_1.tar.bz2  4 years and 9 months ago 3055 main

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