Paket: r-cran-mice (3.16.0-1 och andra)

Länkar för r-cran-mice

Debianresurser:

Hämta källkodspaketet r-cran-mice:

Ansvariga:

Externa resurser:

Hemsida [cran.r-project.org]

Liknande paket:

GNU R multivariate imputation by chained equations

Multiple imputation using Fully Conditional Specification (FCS) implemented by the MICE algorithm as described in Van Buuren and Groothuis-Oudshoorn (2011) <doi:10.18637/jss.v045.i03>. Each variable has its own imputation model. Built-in imputation models are provided for continuous data (predictive mean matching, normal), binary data (logistic regression), unordered categorical data (polytomous logistic regression) and ordered categorical data (proportional odds). MICE can also impute continuous two-level data (normal model, pan, second-level variables). Passive imputation can be used to maintain consistency between variables. Various diagnostic plots are available to inspect the quality of the imputations.

Andra paket besläktade med r-cran-mice

beror

rekommenderar

föreslår

enhances

dep: libc6 (>= 2.11) [armel, armhf, i386, m68k, mips64el, ppc64, s390x, sparc64]

GNU C-bibliotek: Delade bibliotek
också ett virtuellt paket som tillhandahålls av libc6-udeb

dep: libc6 (>= 2.14) [amd64]

dep: libc6 (>= 2.16) [x32]

dep: libc6 (>= 2.17) [arm64, ppc64el]

dep: libc6 (>= 2.2) [hppa]

dep: libc6 (>= 2.27) [riscv64]

dep: libc6 (>= 2.36) [sh4]
dep: libc6.1 (>= 2.11) [alpha]

GNU C-bibliotek: Delade bibliotek
också ett virtuellt paket som tillhandahålls av libc6.1-udeb

dep: libc6.1 (>= 2.36) [ia64]
dep: libgcc-s1 (>= 3.0) [amd64, arm64, i386, mips64el, ppc64, ppc64el, s390x, x32]

GCC stödbibliotek

dep: libgcc-s1 (>= 3.4) [alpha, riscv64, sh4, sparc64]

dep: libgcc-s1 (>= 3.5) [armel, armhf]

dep: libgcc-s1 (>= 4.2) [ia64]
dep: libgcc-s2 (>= 4.2.1) [m68k]

GCC stödbibliotek
dep: libgcc-s4 (>= 4.1.1) [hppa]

GCC stödbibliotek
dep: libstdc++6 (>= 13.1) [riscv64]

GNU standardbibliotek v3 för C++

dep: libstdc++6 (>= 5.2) [ej riscv64]
dep: libunwind8 [ia64]

library to determine the call-chain of a program - runtime
dep: r-api-4.0

virtuellt paket som tillhandahålls av r-base-core
dep: r-base-core (>= 4.2.2.20221110-1) [ia64]

GNU R core of statistical computation and graphics system

dep: r-base-core (>= 4.3.1-1) [ej ia64, riscv64]
dep: r-cran-broom

convert statistical analysis objects into tidy data frames with GNU R
dep: r-cran-cpp11

C++11 interface for GNU R's C interface
dep: r-cran-dplyr

GNU R grammar of data manipulation
dep: r-cran-generics

GNU R common S3 generics not provided by base R methods
dep: r-cran-glmnet [ej ia64]

Lasso and Elastic-Net Regularized Generalized Linear Models
dep: r-cran-lattice

GNU R package for 'Trellis' graphics
dep: r-cran-mitml [ej ia64]

GNU R tools for multiple imputation in multilevel modeling
dep: r-cran-nnet [ej ia64]

GNU R package for feed-forward neural networks
dep: r-cran-rcpp

GNU R package for Seamless R and C++ Integration
dep: r-cran-rlang

Functions for Base Types and Core R and 'Tidyverse' Features
dep: r-cran-rpart [ej ia64]

GNU R package for recursive partitioning and regression trees
dep: r-cran-tidyr

GNU R package to easily tidy data

rec: r-cran-broom.mixed

GNU R tidying methods for mixed models
rec: r-cran-decor

GNU R retrieve code decorations
rec: r-cran-furrr

GNU R apply mapping functions in parallel using futures
rec: r-cran-future

R package: A Future API for R
rec: r-cran-glmnet [ia64]

Lasso and Elastic-Net Regularized Generalized Linear Models
rec: r-cran-haven

GNU R package to import/export SPSS, Stata and SAS files
rec: r-cran-knitr

GNU R package for dynamic report generation using Literate Programming
rec: r-cran-lme4 [ej ia64]

GNU R package for linear mixed effects model fitting
rec: r-cran-lmtest

GNU R package for diagnostic checking in linear models
rec: r-cran-mass

GNU R package of Venables and Ripley's MASS
rec: r-cran-metafor

Meta-Analysis Package for R
rec: r-cran-mitml [ia64]

GNU R tools for multiple imputation in multilevel modeling
rec: r-cran-nnet [ia64]

GNU R package for feed-forward neural networks
rec: r-cran-pan

GNU R multiple imputation for multivariate panel or clustered data
rec: r-cran-parallelly

GNU R enhancing the 'parallel' package
rec: r-cran-purrr

GNU R functional programming tools
rec: r-cran-randomforest

GNU R package implementing the random forest classificator
rec: r-cran-ranger

Fast Implementation of Random Forests
rec: r-cran-rmarkdown

convert R markdown documents into a variety of formats
rec: r-cran-rpart [ia64]

GNU R package for recursive partitioning and regression trees
rec: r-cran-rstan [ej sh4]

GNU R interface to Stan
rec: r-cran-survival

GNU R package for survival analysis
rec: r-cran-testthat

GNU R testsuite

Hämta r-cran-mice

Hämtningar för alla tillgängliga arkitekturer
Arkitektur	Version	Paketstorlek	Installerad storlek	Filer
alpha (inofficiell anpassning)	3.16.0-1	1.464,1 kbyte	1.889,0 kbyte	[filförteckning]
amd64	3.16.0-1	1.467,5 kbyte	1.821,0 kbyte	[filförteckning]
arm64	3.16.0-1	1.461,1 kbyte	1.825,0 kbyte	[filförteckning]
armel	3.16.0-1	1.462,2 kbyte	1.796,0 kbyte	[filförteckning]
armhf	3.16.0-1	1.461,2 kbyte	1.776,0 kbyte	[filförteckning]
hppa (inofficiell anpassning)	3.16.0-1	1.467,2 kbyte	1.830,0 kbyte	[filförteckning]
i386	3.16.0-1	1.468,6 kbyte	1.819,0 kbyte	[filförteckning]
ia64 (inofficiell anpassning)	3.15.0-1	1.426,1 kbyte	1.835,0 kbyte	[filförteckning]
m68k (inofficiell anpassning)	3.16.0-1	1.462,9 kbyte	1.808,0 kbyte	[filförteckning]
mips64el	3.16.0-1	1.459,7 kbyte	1.896,0 kbyte	[filförteckning]
ppc64 (inofficiell anpassning)	3.16.0-1	1.468,4 kbyte	1.891,0 kbyte	[filförteckning]
ppc64el	3.16.0-1	1.467,2 kbyte	1.889,0 kbyte	[filförteckning]
riscv64	3.16.0-1+b1	1.460,5 kbyte	1.781,0 kbyte	[filförteckning]
s390x	3.16.0-1	1.463,3 kbyte	1.821,0 kbyte	[filförteckning]
sh4 (inofficiell anpassning)	3.16.0-1	1.474,0 kbyte	1.824,0 kbyte	[filförteckning]
sparc64 (inofficiell anpassning)	3.16.0-1	1.459,5 kbyte	2.725,0 kbyte	[filförteckning]
x32 (inofficiell anpassning)	3.16.0-1	1.468,0 kbyte	1.804,0 kbyte	[filförteckning]