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Junyi Zhou's Projects

bivarintcensored icon bivarintcensored

Package estimates the joint cumulative distribution function (CDF) of bivariate interval-censored event time data by spline-based sieve nonparametric maximum likelihood estimator (NPMLE)

causal-ml icon causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

clustermld icon clustermld

Clustering longitudinal data with potential sparse, irregular observations, multiple outcomes, and unbalanced cluster sizes

clustermld_shinyapp icon clustermld_shinyapp

The shiny app implementing package ClusterLong to visualize the process and results of clustering longitudinal data

ibrokers icon ibrokers

R API to Interactive Brokers Trader Workstation

metadtr icon metadtr

Learning Dynamic Treatment Regime (DTR) via meta-learners

metalearners icon metalearners

The package is developed for treatment recommendation & pairwise treatment individual effect estimation (ITE/CATE/HTE) when multiple treatment/intervention options exist. The package is still under development.

opttrialdesign icon opttrialdesign

This package is used to find the optimal clinical trial design that balance between financial outcomes and regulatory concerns.

uremix_r icon uremix_r

Unsupervised REgression MIXtures (uReMix)

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