Missing Data Imputation and Model Checking

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Documentation for package ‘mi’ version 1.1

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mi-package Iterative Multiple Imputation from Conditional Distributions
01missing_variable Class "missing_variable" and Inherited Classes
02missing_data.frame Class "missing_data.frame"
03change Make Changes to Discretionary Characteristics of Missing Variables
04mi Multiple Imputation
05Rhats Convergence Diagnostics
06pool Estimate a Model Pooling Over the Imputed Datasets
07complete Extract the Completed Data
allcategorical_missing_data.frame Class "allcategorical_missing_data.frame"
allcategorical_missing_data.frame-class Class "allcategorical_missing_data.frame"
binary-class Class "categorical" and Inherited Classes
bounded-continuous Class "bounded-continuous"
bounded-continuous-class Class "bounded-continuous"
categorical Class "categorical" and Inherited Classes
categorical-class Class "categorical" and Inherited Classes
censored-continuous The "censored-continuous" Class, the "truncated-continuous" Class and Inherited Classes
censored-continuous-class The "censored-continuous" Class, the "truncated-continuous" Class and Inherited Classes
CHAIN Subset of variables from the CHAIN project
change Make Changes to Discretionary Characteristics of Missing Variables
change-methods Make Changes to Discretionary Characteristics of Missing Variables
change_family Make Changes to Discretionary Characteristics of Missing Variables
change_imputation_method Make Changes to Discretionary Characteristics of Missing Variables
change_link Make Changes to Discretionary Characteristics of Missing Variables
change_model Make Changes to Discretionary Characteristics of Missing Variables
change_size Make Changes to Discretionary Characteristics of Missing Variables
change_transformation Make Changes to Discretionary Characteristics of Missing Variables
change_type Make Changes to Discretionary Characteristics of Missing Variables
complete Extract the Completed Data
complete-methods Extract the Completed Data
continuous Class "continuous"
continuous-class Class "continuous"
count-class Class "count"
display-method Estimate a Model Pooling Over the Imputed Datasets
experiment_missing_data.frame Class "experiment_missing_data.frame"
experiment_missing_data.frame-class Class "experiment_missing_data.frame"
FF_censored-continuous-class The "censored-continuous" Class, the "truncated-continuous" Class and Inherited Classes
FF_truncated-continuous-class The "censored-continuous" Class, the "truncated-continuous" Class and Inherited Classes
fit_model Wrappers To Fit a Model
fit_model-methods Wrappers To Fit a Model
fixed-class Class "irrelevant" and Inherited Classes
FN_censored-continuous-class The "censored-continuous" Class, the "truncated-continuous" Class and Inherited Classes
FN_truncated-continuous-class The "censored-continuous" Class, the "truncated-continuous" Class and Inherited Classes
get_parameters An Extractor Function for Model Parameters
get_parameters-methods An Extractor Function for Model Parameters
group-class Class "irrelevant" and Inherited Classes
grouped-binary-class Class "categorical" and Inherited Classes
hist Histograms of Multiply Imputed Data
hist-methods Histograms of Multiply Imputed Data
interval-class Class "categorical" and Inherited Classes
irrelevant Class "irrelevant" and Inherited Classes
irrelevant-class Class "irrelevant" and Inherited Classes
MatrixTypeThing-class Class "missing_variable" and Inherited Classes
mi Multiple Imputation
mi-class Multiple Imputation
mi-methods Multiple Imputation
mi2BUGS Convergence Diagnostics
mi2stata Exports completed data in Stata (.dta) or comma-separated (.csv) format
mipply Apply a Function to a Object of Class mi
missing_data.frame Class "missing_data.frame"
missing_data.frame-class Class "missing_data.frame"
missing_variable Class "missing_variable" and Inherited Classes
missing_variable-class Class "missing_variable" and Inherited Classes
multilevel_missing_data.frame Class "multilevel_missing_data.frame"
multilevel_missing_data.frame-class Class "multilevel_missing_data.frame"
multinomial The multinomial family
NF_censored-continuous-class The "censored-continuous" Class, the "truncated-continuous" Class and Inherited Classes
NF_truncated-continuous-class The "censored-continuous" Class, the "truncated-continuous" Class and Inherited Classes
nlsyV National Longitudinal Survey of Youth Extract
NN_censored-continuous-class The "censored-continuous" Class, the "truncated-continuous" Class and Inherited Classes
NN_truncated-continuous-class The "censored-continuous" Class, the "truncated-continuous" Class and Inherited Classes
nonnegative-continuous Class "semi-continuous" and Inherited Classes
nonnegative-continuous-class Class "semi-continuous" and Inherited Classes
ordered-categorical-class Class "categorical" and Inherited Classes
pool Estimate a Model Pooling Over the Imputed Datasets
pooled-class Estimate a Model Pooling Over the Imputed Datasets
pooled-methods Estimate a Model Pooling Over the Imputed Datasets
positive-continuous-class Class "positive-continuous" and Inherited Classes
proportion-class Class "positive-continuous" and Inherited Classes
rdata.frame Generate a random data.frame with tunable characteristics
Rhats Convergence Diagnostics
SC_proportion Class "semi-continuous" and Inherited Classes
SC_proportion-class Class "semi-continuous" and Inherited Classes
semi-continuous Class "semi-continuous" and Inherited Classes
semi-continuous-class Class "semi-continuous" and Inherited Classes
truncated-continuous The "censored-continuous" Class, the "truncated-continuous" Class and Inherited Classes
truncated-continuous-class The "censored-continuous" Class, the "truncated-continuous" Class and Inherited Classes
unordered-categorical-class Class "categorical" and Inherited Classes
WeAreFamily-class Class "missing_variable" and Inherited Classes