Hierarchical Multiple Imputation


[Up] [Top]

Documentation for package ‘hmi’ version 1.0.0

Help Pages

%%.interval Modulo function
*.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
ceiling.interval Ceiling funtion for intervals
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
exp.interval Exp function for interval objects
extract_varnames Function to extract the different elements of a formula
factors Function to get all factors
fixed_intercept_check Function to check multilevel models on the existence of fixed intercepts
floor.interval Floor function for interval objects Floor function for interval objects
Gcsemv Exam results on the GCSE
generate_interval Function to generate an interval object
get_type Get the type of variables.
head.interval Head for intervals
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_rounding_degrees_maker Helps the user to make a list of rounding degrees
list_of_rounding_formulas_maker Helps the user to make a list of rounding formulas for the rounding degrees
list_of_spikes_maker Helps the user to make a list of spikes.
list_of_types_maker Helps the user to make a list of types.
log.interval Log function for interval objects
Mode Get the mode
negloglik calculate the likelihood contribution of the data
negloglik2_intervalsonly calculate the likelihood contribution of interval data only
nhanes_imp National Health and Nutrition Examination Survey (2015 - 2016) - imputed
nhanes_mod National Health and Nutrition Examination Survey (2015 - 2016) - modified
nhanes_sub A subset of the National Health and Nutrition Examination Survey (2015 - 2016)
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
round.interval Round function for interval objects
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
sqrt.interval Sqrt function for interval objects
stand Standardizing function
suggest_rounding_degrees suggesting rounding degrees
table Tabulating interval objects
table.default Tabulating interval objects
table.interval Tabulating interval objects
tail.interval Tail for intervals
[.interval Index for interval
[<-.interval Replace for interval
^.interval Power function