Hierarchical Multiple Imputation


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Documentation for package ‘hmi’ version 0.8.2

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*.interval Multiplication function
+.interval Adding function
-.interval Subtraction function
/.interval Dividing function
as.data.frame.interval Transform interval objects into data.frames
as.interval Function to transform objects into an interval object
center.interval Function to give the center of the interval
chaincheck Checking the chains on convergence
cleanup cleanup data.frames
contributions4intervals get the likelihood contributions of interval data
decompose_interval decompose up intervals
doubleintegral Function to calculate double integrals
extract_varnames Function to extract the different elements of a formula
fixed_intercept_check Function to check multilevel models on the existence of fixed intercepts
Gcsemv Exam results on the GCSE
generate_interval Function to generate an interval object
get_type Get the type of variables.
hmi hmi: Hierarchical Multilevel Imputation.
hmi_pool Averages the results of the imputation function 'hmi'.
idf2interval Transform interval data frames into data.frames with interval variables
imputationcycle Cycling
imp_binary_multi The function for hierarchical imputation of binary variables.
imp_binary_single The function for imputation of binary variables.
imp_cat_multi The function for hierarchical imputation of categorical variables.
imp_cat_single The function to impute unordered categorical variables
imp_cont_multi The function for hierarchical imputation of continuous variables.
imp_cont_single The function for imputation of continuous variables.
imp_count_multi The function for hierarchical imputation of variables with count data.
imp_count_single The function for imputation of binary variables.
imp_interval The function to impute interval data variables
imp_orderedcat_multi The function for hierarchical imputation of categorical variables.
imp_orderedcat_single The function to impute ordered categorical variables
imp_roundedcont The function to impute rounded continuous variables
imp_semicont_multi The function for hierarchical imputation of semicontinuous variables.
imp_semicont_single The function for hierarchical imputation of semicontinuous variables.
interval2idf Transform interval variables to an interval data frame
is.na.interval is.na for interval objects
is_interval Function to check whether an object is an interval
list_of_types_maker Helps the user to make a list of types.
negloglik calculate the likelihood contribution of the data
negloglik2_intervalsonly calculate the likelihood contribution of interval data only
pbivnormX calculate probabilities from the cumulative distribution function of a standard bivariate normal distribution
plot.interval Plotting interval variables
random_intercept_check Function to check multilevel models on the existence of random intercepts
resetPar Function to reset all graphics parameters
sampler Function need to multivariate samples of a truncated multivariate normal distribution
sample_imp Sample imputation.
sna_interval Get standard NAs from interval data
split_interval Split up intervals
stand Standardizing function