R: Missing Data Imputation and Model Checking

# Missing Data Imputation and Model Checking

## Documentation for package ‘mi’ version 1.3.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

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