norm2: Analysis of Incomplete Multivariate Data under a Normal Model

Functions for parameter estimation, Bayesian posterior simulation and multiple imputation from incomplete multivariate data under a normal model.

Author
Joseph L. Schafer <Joseph.L.Schafer@census.gov>
Date of publication
2016-05-11 12:06:46
Maintainer
Joseph L. Schafer <Joseph.L.Schafer@census.gov>
License
GPL-3
Version
2.0.1

View on CRAN

Man pages

cholesterol
Cholesterol levels for heart-attack patients
emNorm
EM algorithm for incomplete multivariate normal data
flas
Foreign Language Attitude Scale
impNorm
Imputation and prediction for incomplete multivariate normal...
loglikNorm
Observed-data loglikelikehood for incomplete multivariate...
logpostNorm
Observed-data log-posterior density for incomplete...
marijuana
Changes in heart rate after marijuana use
mcmcNorm
MCMC algorithm for incomplete multivariate normal data
miInference
Combine results from analyses after multiple imputation
norm2-package
Analysis of incomplete multivariate data under a normal model
summary.norm
Summarize information from EM or MCMC algorithms

Files in this package

norm2
norm2/inst
norm2/inst/doc
norm2/inst/doc/norm2UserGuide.pdf
norm2/tests
norm2/tests/impTests.Rout.save
norm2/tests/logpostTests.R
norm2/tests/emTests.R
norm2/tests/mcmcTests.R
norm2/tests/mcmcTests.Rout.save
norm2/tests/logpostTests.Rout.save
norm2/tests/impTests.R
norm2/tests/miInferenceTests.R
norm2/tests/emTests.Rout.save
norm2/tests/miInferenceTests.Rout.save
norm2/src
norm2/src/Makevars
norm2/src/error_handler.f90
norm2/src/matrix_methods.f90
norm2/src/quick_sort.f90
norm2/src/icodes_2.h
norm2/src/icodes_1.h
norm2/src/norm2.f90
norm2/src/program_constants.f90
norm2/src/norm_engine.f90
norm2/src/icodes_3.h
norm2/src/dynalloc.f90
norm2/src/random_generator.f90
norm2/NAMESPACE
norm2/NEWS
norm2/data
norm2/data/marijuana.txt.gz
norm2/data/cholesterol.txt.gz
norm2/data/flas.txt.gz
norm2/R
norm2/R/norm2.R
norm2/R/sysdata.rda
norm2/R/miInference.R
norm2/MD5
norm2/DESCRIPTION
norm2/man
norm2/man/loglikNorm.Rd
norm2/man/mcmcNorm.Rd
norm2/man/miInference.Rd
norm2/man/norm2-package.Rd
norm2/man/impNorm.Rd
norm2/man/cholesterol.Rd
norm2/man/logpostNorm.Rd
norm2/man/summary.norm.Rd
norm2/man/emNorm.Rd
norm2/man/flas.Rd
norm2/man/marijuana.Rd