Model Based Treatment of Missing Data

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Documentation for package ‘mdmb’ version 1.9-22

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mdmb-package Model Based Treatment of Missing Data
bct_regression Several Regression Models with Prior Distributions and Sampling Weights
bc_antitrafo Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
bc_trafo Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
coef.bct_regression Several Regression Models with Prior Distributions and Sampling Weights
coef.fit_bct_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
coef.fit_oprobit Ordinal Probit Models
coef.fit_t_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
coef.fit_yjt_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
coef.frm_em Factored Regression Model: Generalized Linear Regression Model with Missing Covariates
coef.frm_fb Factored Regression Model: Generalized Linear Regression Model with Missing Covariates
coef.logistic_regression Several Regression Models with Prior Distributions and Sampling Weights
coef.oprobit_regression Several Regression Models with Prior Distributions and Sampling Weights
coef.yjt_regression Several Regression Models with Prior Distributions and Sampling Weights
data.mb Example Datasets for 'mdmb' Package
data.mb01 Example Datasets for 'mdmb' Package
data.mb02 Example Datasets for 'mdmb' Package
data.mb03 Example Datasets for 'mdmb' Package
data.mb04 Example Datasets for 'mdmb' Package
data.mb05 Example Datasets for 'mdmb' Package
dbct_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
doprobit Ordinal Probit Models
dt_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
dyjt_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
eval_prior_list Evaluates Several Prior Distributions
eval_prior_list_sumlog Evaluates Several Prior Distributions
fit_bct_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
fit_oprobit Ordinal Probit Models
fit_t_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
fit_yjt_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
frm Factored Regression Model: Generalized Linear Regression Model with Missing Covariates
frm2datlist Factored Regression Model: Generalized Linear Regression Model with Missing Covariates
frm_em Factored Regression Model: Generalized Linear Regression Model with Missing Covariates
frm_fb Factored Regression Model: Generalized Linear Regression Model with Missing Covariates
logistic_regression Several Regression Models with Prior Distributions and Sampling Weights
logLik.bct_regression Several Regression Models with Prior Distributions and Sampling Weights
logLik.fit_bct_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
logLik.fit_oprobit Ordinal Probit Models
logLik.fit_t_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
logLik.fit_yjt_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
logLik.frm_em Factored Regression Model: Generalized Linear Regression Model with Missing Covariates
logLik.logistic_regression Several Regression Models with Prior Distributions and Sampling Weights
logLik.oprobit_regression Several Regression Models with Prior Distributions and Sampling Weights
logLik.yjt_regression Several Regression Models with Prior Distributions and Sampling Weights
mdmb Model Based Treatment of Missing Data
offset_values_extract Extracts Offset Values
oprobit_dist Ordinal Probit Models
oprobit_regression Several Regression Models with Prior Distributions and Sampling Weights
plot.frm_fb Factored Regression Model: Generalized Linear Regression Model with Missing Covariates
predict.bct_regression Several Regression Models with Prior Distributions and Sampling Weights
predict.logistic_regression Several Regression Models with Prior Distributions and Sampling Weights
predict.oprobit_regression Several Regression Models with Prior Distributions and Sampling Weights
predict.yjt_regression Several Regression Models with Prior Distributions and Sampling Weights
rbct_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
remove_NA_data_frame Removes Rows with Some Missing Entries in a Data Frame
rt_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
ryjt_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
summary.bct_regression Several Regression Models with Prior Distributions and Sampling Weights
summary.fit_bct_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
summary.fit_oprobit Ordinal Probit Models
summary.fit_t_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
summary.fit_yjt_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
summary.frm_em Factored Regression Model: Generalized Linear Regression Model with Missing Covariates
summary.frm_fb Factored Regression Model: Generalized Linear Regression Model with Missing Covariates
summary.logistic_regression Several Regression Models with Prior Distributions and Sampling Weights
summary.oprobit_regression Several Regression Models with Prior Distributions and Sampling Weights
summary.yjt_regression Several Regression Models with Prior Distributions and Sampling Weights
vcov.bct_regression Several Regression Models with Prior Distributions and Sampling Weights
vcov.fit_bct_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
vcov.fit_oprobit Ordinal Probit Models
vcov.fit_t_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
vcov.fit_yjt_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
vcov.frm_em Factored Regression Model: Generalized Linear Regression Model with Missing Covariates
vcov.frm_fb Factored Regression Model: Generalized Linear Regression Model with Missing Covariates
vcov.logistic_regression Several Regression Models with Prior Distributions and Sampling Weights
vcov.oprobit_regression Several Regression Models with Prior Distributions and Sampling Weights
vcov.yjt_regression Several Regression Models with Prior Distributions and Sampling Weights
yjt_dist Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
yjt_regression Several Regression Models with Prior Distributions and Sampling Weights
yj_antitrafo Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
yj_trafo Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations