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Performs nearest neighbor-based imputation using one or more alternative approaches to processing multivariate data. These include methods based on canonical correlation analysis, canonical correspondence analysis, and a multivariate adaptation of the random forest classification and regression techniques of Leo Breiman and Adele Cutler. Additional methods are also offered. The package includes functions for comparing the results from running alternative techniques, detecting imputation targets that are notably distant from reference observations, detecting and correcting for bias, bootstrapping and building ensemble imputations, and mapping results.

copied from cf-staging / r-yaimpute
Type Size Name Uploaded Downloads Labels
conda 533.2 kB | win-64/r-yaimpute-1.0_34.1-r44h8ae3a7c_0.conda  2 months and 11 days ago 28 main
conda 528.1 kB | win-64/r-yaimpute-1.0_34.1-r43h8ae3a7c_0.conda  2 months and 11 days ago 28 main
conda 530.5 kB | osx-64/r-yaimpute-1.0_34.1-r43hc83a2cd_0.conda  2 months and 11 days ago 19 main
conda 535.2 kB | osx-64/r-yaimpute-1.0_34.1-r44hc83a2cd_0.conda  2 months and 11 days ago 20 main
conda 537.3 kB | linux-64/r-yaimpute-1.0_34.1-r44h93ab643_0.conda  2 months and 11 days ago 251 main
conda 531.7 kB | linux-64/r-yaimpute-1.0_34.1-r43h93ab643_0.conda  2 months and 11 days ago 269 main
conda 552.2 kB | win-64/r-yaimpute-1.0_34-r43h8ae3a7c_1.conda  5 months and 1 day ago 154 main
conda 557.2 kB | win-64/r-yaimpute-1.0_34-r44h8ae3a7c_1.conda  5 months and 1 day ago 142 main
conda 559.0 kB | osx-64/r-yaimpute-1.0_34-r44h25d921d_1.conda  5 months and 1 day ago 132 main
conda 553.2 kB | osx-64/r-yaimpute-1.0_34-r43h25d921d_1.conda  5 months and 1 day ago 148 main
conda 561.8 kB | linux-64/r-yaimpute-1.0_34-r44h0d4f4ea_1.conda  5 months and 1 day ago 619 main
conda 557.1 kB | linux-64/r-yaimpute-1.0_34-r43h0d4f4ea_1.conda  5 months and 1 day ago 667 main
conda 553.9 kB | win-64/r-yaimpute-1.0_34-r41ha856d6a_0.conda  11 months and 21 days ago 207 main
conda 553.4 kB | osx-64/r-yaimpute-1.0_34-r43h64b2c41_0.conda  11 months and 22 days ago 183 main
conda 554.1 kB | osx-64/r-yaimpute-1.0_34-r42h64b2c41_0.conda  11 months and 22 days ago 185 main
conda 556.4 kB | linux-64/r-yaimpute-1.0_34-r43ha503ecb_0.conda  11 months and 22 days ago 1082 main
conda 556.8 kB | linux-64/r-yaimpute-1.0_34-r42ha503ecb_0.conda  11 months and 22 days ago 1044 main
conda 531.2 kB | win-64/r-yaimpute-1.0_33-r41ha856d6a_1.conda  1 year and 5 months ago 382 main
conda 534.0 kB | osx-64/r-yaimpute-1.0_33-r42hac7d2d5_1.conda  1 year and 5 months ago 176 main
conda 533.7 kB | osx-64/r-yaimpute-1.0_33-r43hac7d2d5_1.conda  1 year and 5 months ago 175 main
conda 535.4 kB | linux-64/r-yaimpute-1.0_33-r43ha503ecb_1.conda  1 year and 5 months ago 1193 main
conda 535.8 kB | linux-64/r-yaimpute-1.0_33-r42ha503ecb_1.conda  1 year and 5 months ago 1176 main
conda 553.7 kB | win-64/r-yaimpute-1.0_33-r41ha856d6a_0.tar.bz2  2 years and 1 month ago 531 main
conda 557.8 kB | osx-64/r-yaimpute-1.0_33-r41h49197e3_0.tar.bz2  2 years and 1 month ago 68 main
conda 558.0 kB | osx-64/r-yaimpute-1.0_33-r42h49197e3_0.tar.bz2  2 years and 1 month ago 72 main
conda 560.0 kB | linux-64/r-yaimpute-1.0_33-r42h7525677_0.tar.bz2  2 years and 1 month ago 1667 main
conda 559.4 kB | linux-64/r-yaimpute-1.0_33-r41h7525677_0.tar.bz2  2 years and 1 month ago 1501 main
conda 527.3 kB | win-64/r-yaimpute-1.0_32-r41ha856d6a_2.tar.bz2  2 years and 1 month ago 542 main
conda 530.8 kB | osx-64/r-yaimpute-1.0_32-r42h49197e3_2.tar.bz2  2 years and 1 month ago 68 main
conda 529.9 kB | osx-64/r-yaimpute-1.0_32-r41h49197e3_2.tar.bz2  2 years and 1 month ago 68 main
conda 532.4 kB | linux-64/r-yaimpute-1.0_32-r41h7525677_2.tar.bz2  2 years and 1 month ago 1591 main
conda 532.6 kB | linux-64/r-yaimpute-1.0_32-r42h7525677_2.tar.bz2  2 years and 1 month ago 1547 main
conda 526.8 kB | win-64/r-yaimpute-1.0_32-r41ha856d6a_1.tar.bz2  3 years and 6 months ago 794 main
conda 557.7 kB | win-64/r-yaimpute-1.0_32-r40ha856d6a_1.tar.bz2  3 years and 6 months ago 790 main
conda 527.7 kB | osx-64/r-yaimpute-1.0_32-r40h9951f98_1.tar.bz2  3 years and 6 months ago 136 main
conda 527.7 kB | osx-64/r-yaimpute-1.0_32-r41h9951f98_1.tar.bz2  3 years and 6 months ago 137 main
conda 531.8 kB | linux-64/r-yaimpute-1.0_32-r40h03ef668_1.tar.bz2  3 years and 6 months ago 3146 main
conda 532.0 kB | linux-64/r-yaimpute-1.0_32-r41h03ef668_1.tar.bz2  3 years and 6 months ago 2204 main
conda 556.3 kB | win-64/r-yaimpute-1.0_32-r40h796a38f_1.tar.bz2  4 years and 7 months ago 1043 main
conda 557.8 kB | win-64/r-yaimpute-1.0_32-r36h796a38f_1.tar.bz2  4 years and 7 months ago 1040 main
conda 527.5 kB | osx-64/r-yaimpute-1.0_32-r36hc5da6b9_1.tar.bz2  4 years and 7 months ago 319 main
conda 526.3 kB | osx-64/r-yaimpute-1.0_32-r40hc5da6b9_1.tar.bz2  4 years and 7 months ago 316 main
conda 531.8 kB | linux-64/r-yaimpute-1.0_32-r36h0357c0b_1.tar.bz2  4 years and 7 months ago 3180 main
conda 530.2 kB | linux-64/r-yaimpute-1.0_32-r40h0357c0b_1.tar.bz2  4 years and 7 months ago 2915 main
conda 557.9 kB | win-64/r-yaimpute-1.0_32-r36h796a38f_0.tar.bz2  4 years and 9 months ago 1026 main cf202003
conda 555.0 kB | win-64/r-yaimpute-1.0_32-r35h796a38f_0.tar.bz2  4 years and 9 months ago 1043 main cf202003
conda 526.5 kB | osx-64/r-yaimpute-1.0_32-r36hf99fc2c_0.tar.bz2  4 years and 9 months ago 321 main cf202003
conda 524.9 kB | osx-64/r-yaimpute-1.0_32-r35hf99fc2c_0.tar.bz2  4 years and 9 months ago 306 main cf202003
conda 530.1 kB | linux-64/r-yaimpute-1.0_32-r35h0357c0b_0.tar.bz2  4 years and 9 months ago 2965 main cf202003
conda 531.3 kB | linux-64/r-yaimpute-1.0_32-r36h0357c0b_0.tar.bz2  4 years and 9 months ago 3665 main cf202003

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