R packages by haoluns

PFLR - Estimating Penalized Functional Linear Regression

Implementation of commonly used penalized functional linear regression models, including the Smooth and Locally Sparse (SLoS) method by Lin et al. (2016) <doi:10.1080/10618600.2016.1195273>, Nested Group bridge Regression (NGR) method by Guan et al. (2020) <doi:10.1080/10618600.2020.1713797>, Functional Linear Regression That's interpretable (FLIRTI) by James et al. (2009) <doi:10.1214/08-AOS641>, and the Penalized B-spline regression method.

Last updated 3 months ago

1.30 score 144 downloads

STARTdesign - Single to Double Arm Transition Design for Phase II Clinical Trials

The package is used for calibrating the design parameters for single-to-double arm transition design proposed by Shi and Yin (2017). The calibration is performed via numerical enumeration to find the optimal design that satisfies the constraints on the type I and II error rates.

Last updated 7 years ago

1.00 score 2 scripts 117 downloads

clogitboost - Boosting Conditional Logit Model

A set of functions to fit a boosting conditional logit model.

Last updated 9 years ago

1.00 score 5 scripts 161 downloads