Semiparametric Competing Risks Regression under Interval Censoring
Variance-covariance matrix of summary.ciregic
Variance-covariance matrix of summary.ciregic_aipw
Variance-covariance matrix of summary.ciregic_lt
Wald test for ciregic and ciregic_lt
Derivative of B-spline
B-spline Sieve Maximum Likelihood Estimation
B-spline Sieve Maximum Likelihood Estimation for Interval-Censored Com...
Least-Squares Estimator of the Information Matrix
Least-Squares Estimator of the Information Matrix
B-spline Sieve Maximum Likelihood Estimation for Left-Truncated and In...
Bootstrap varince-covariance estimation
Bootstrap varince-covariance estimation for interval-censored competin...
Competing Risks Regression with Interval-Censored Data
Competing Risks Regression with Interval-Censored Data and Missing Cau...
Competing Risks Regression with Left-truncated and Interval-Censored D...
Data manipulation
Data preparation
Derivative of B-spline
Initial values for the sieve maximum likelihood estimation
Covariate-Specific Cumulative Incidence Prediction
Covariate-Specific Cumulative Incidence Prediction
Covariate-Specific Cumulative Incidence Prediction
Prediction of derivative of B-spline
Summary of ciregic
Summary of ciregic_aipw
Summary of ciregic_lt
Creating data frame
Variance-covariance matrix of ciregic
Variance-covariance matrix of ciregic_aipw
Variance-covariance matrix of ciregic_lt
Semiparametric regression models on the cumulative incidence function for interval-censored competing risks data as described in Bakoyannis, Yu, & Yiannoutsos (2017) /doi{10.1002/sim.7350} and the models with missing event types as described in Park, Bakoyannis, Zhang, & Yiannoutsos (2021) \doi{10.1093/biostatistics/kxaa052}. The proportional subdistribution hazards model (Fine-Gray model), the proportional odds model, and other models that belong to the class of semiparametric generalized odds rate transformation models.