Model Based Treatment of Missing Data


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Documentation for package ‘mdmb’ version 0.4-15

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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_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.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
dbct_scaled Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations
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_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
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_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.yjt_regression Several Regression Models with Prior Distributions and Sampling Weights
mdmb Model Based Treatment of Missing Data
offset_values_extract Extracts Offset Values
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.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_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.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_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.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