Longitudinal EHR Analysis with Informative Visits and Recording

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Documentation for package ‘CIMEHR’ version 0.2.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

CIMEHR-package	Longitudinal Analysis of Electronic Health Records with Informative Visiting and Recording
as.data.frame.cimehr_meanfit	Construct and Plot Fitted Longitudinal Mean Curves
available_comparison_methods	Fit CIMEHR or a Comparison Method Through the Common Interface
baseline_mean	Evaluate Baseline and Population Mean Curves
CIMEHR	CIMEHR Three-Stage Estimator for Informative Visiting and Recording
cimehr_example	Simulated Participant and Biomarker Visit Records
cimehr_fit-methods	Methods for Fitted CIMEHR and Comparison-Method Objects
CIMEHR_HL	CIMEHR Three-Stage Estimator for Informative Visiting and Recording
cimehr_meanfit	Construct and Plot Fitted Longitudinal Mean Curves
cimehr_methods	Fit CIMEHR or a Comparison Method Through the Common Interface
CIMEHR_spline	CIMEHR with a Spline Baseline and Spline Trajectories
CIMEHR_spline_HL	CIMEHR with a Spline Baseline and Spline Trajectories
coef.cimehr_fit	Methods for Fitted CIMEHR and Comparison-Method Objects
coef_stage	Stage-Specific Parameter Tables
comparison_methods	Named Wrappers for the Comparison Methods
confint.cimehr_fit	Methods for Fitted CIMEHR and Comparison-Method Objects
EHRJoint	Named Wrappers for the Comparison Methods
extract_coefficient	Stage-Specific Parameter Tables
fit_method	Fit CIMEHR or a Comparison Method Through the Common Interface
IIRR	Named Wrappers for the Comparison Methods
IIRR_balancing	Named Wrappers for the Comparison Methods
Inverse_intensity_rate_ratio_balancing	Named Wrappers for the Comparison Methods
Inverse_intensity_rate_ratio_weighting	Named Wrappers for the Comparison Methods
JMVL_G	Named Wrappers for the Comparison Methods
Joint_modeling_visiting_and_longitudinal_Liang	Named Wrappers for the Comparison Methods
Liang	Named Wrappers for the Comparison Methods
Linear_increment_IP	Named Wrappers for the Comparison Methods
Linear_mixed_model	Named Wrappers for the Comparison Methods
Lin_Ying	Named Wrappers for the Comparison Methods
LMM	Named Wrappers for the Comparison Methods
meanfit	Construct and Plot Fitted Longitudinal Mean Curves
meanfit.cimehr_fit	Construct and Plot Fitted Longitudinal Mean Curves
method_comparisons	Fit CIMEHR or a Comparison Method Through the Common Interface
Multiple_imputation_IP	Named Wrappers for the Comparison Methods
Pairwise_likelihood	Named Wrappers for the Comparison Methods
plot.cimehr_fit	Evaluate Baseline and Population Mean Curves
plot.cimehr_meanfit	Construct and Plot Fitted Longitudinal Mean Curves
population_trajectory	Evaluate Baseline and Population Mean Curves
predict.cimehr_fit	Evaluate Baseline and Population Mean Curves
predict.cimehr_spline_fit	CIMEHR with a Spline Baseline and Spline Trajectories
print.cimehr_fit	Methods for Fitted CIMEHR and Comparison-Method Objects
print.cimehr_meanfit	Construct and Plot Fitted Longitudinal Mean Curves
stage_summaries	Stage-Specific Parameter Tables
summary.cimehr_fit	Methods for Fitted CIMEHR and Comparison-Method Objects
summary.cimehr_meanfit	Construct and Plot Fitted Longitudinal Mean Curves
summary_observation	Stage-Specific Parameter Tables
summary_outcome	Stage-Specific Parameter Tables
Summary_stat	Named Wrappers for the Comparison Methods
summary_visiting	Stage-Specific Parameter Tables
vcov.cimehr_fit	Methods for Fitted CIMEHR and Comparison-Method Objects