Software

• LatentClassJM: an R package that fits a joint latent class model for multivariate longitudinal and survival data [link]

Reference:

• • Wong, K. Y., Zeng, D., and Lin, D. Y. (2022), "Semiparametric Latent-Class Models for Multivariate Longitudinal and Survival Data," The Annals of Statistics, 50, 487–510.

• ICScure: an R package that performs estimation and inference for clustered current status data with informative cluster size [link]

Reference:

• Lam, K. F., Lee, C. Y., Wong, K. Y., and Bandyopadhyay, D. (2021), "Marginal Analysis of Current Status Data With Informative Cluster Size Using a Class of Semiparametric Transformation Cure Models," Statistics in Medicine, 40, 2400–2412.

• IBoost: an R package to implement a statistical boosting method that integrates multiple types of high-dimensional genomics data with clinical data for predicting survival time [link]

Reference:

• • Wong, K. Y., Fan, C., Tanioka, M., Parker, J. S., Nobel, A. B., Zeng, D., Lin, D. Y. and Perou, C. M. (2019), "I-Boost: an Integrative Boosting Approach for Predicting Survival Time with Multiple Genomics Platforms," Genome Biology, 20, 52.