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 |