Simultaneous Multi-Bias Adjustment


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Documentation for package ‘multibias’ version 1.5.3

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adjust_em Adust for exposure misclassification.
adjust_em_om Adust for exposure misclassification and outcome misclassification.
adjust_em_sel Adust for exposure misclassification and selection bias.
adjust_om Adust for outcome misclassification.
adjust_om_sel Adust for outcome misclassification and selection bias.
adjust_sel Adust for selection bias.
adjust_uc Adust for uncontrolled confounding.
adjust_uc_em Adust for uncontrolled confounding and exposure misclassification.
adjust_uc_em_sel Adust for uncontrolled confounding, exposure misclassification, and selection bias.
adjust_uc_om Adust for uncontrolled confounding and outcome misclassification.
adjust_uc_om_sel Adust for uncontrolled confounding, outcome misclassification, and selection bias.
adjust_uc_sel Adust for uncontrolled confounding and selection bias.
df_em Simulated data with exposure misclassification
df_em_om Simulated data with exposure misclassification and outcome misclassification
df_em_om_source Data source for 'df_em_om'
df_em_sel Simulated data with exposure misclassification and selection bias
df_em_sel_source Data source for 'df_em_sel'
df_em_source Data source for 'df_em'
df_om Simulated data with outcome misclassification
df_om_sel Simulated data with outcome misclassification and selection bias
df_om_sel_source Data source for 'df_om_sel'
df_om_source Data source for 'df_om'
df_sel Simulated data with selection bias
df_sel_source Data source for 'df_sel'
df_uc Simulated data with uncontrolled confounding
df_uc_em Simulated data with uncontrolled confounding and exposure misclassification
df_uc_em_sel Simulated data with uncontrolled confounding, exposure misclassification, and selection bias
df_uc_em_sel_source Data source for 'df_uc_em_sel'
df_uc_em_source Data source for 'df_uc_em'
df_uc_om Simulated data with uncontrolled confounding and outcome misclassification
df_uc_om_sel Simulated data with uncontrolled confounding, outcome misclassification, and selection bias
df_uc_om_sel_source Data source for 'df_uc_om_sel'
df_uc_om_source Data source for 'df_uc_om'
df_uc_sel Simulated data with uncontrolled confounding and selection bias
df_uc_sel_source Data source for 'df_uc_sel'
df_uc_source Data source for 'df_uc'
evans Evans County dataset