43 citations · 64 across the 7 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
stat.AP2019★ 2 cited
On Data Enriched Logistic Regression
Cheng Zheng, Sayan Dasgupta, Yuxiang Xie +2
Biomedical researchers usually study the effects of certain exposures on disease risks among a well-defined population. To achieve this goal, the gold standard is to design a trial…
stat.ME2019★ 8 cited
Generalized Sparse Additive Models
Asad Haris, Noah Simon, Ali Shojaie
We present a unified framework for estimation and analysis of generalized additive models in high dimensions. The framework defines a large class of penalized regression estimators…
stat.ML2019★ 2 cited
Wavelet regression and additive models for irregularly spaced data
Asad Haris, Noah Simon, Ali Shojaie
We present a novel approach for nonparametric regression using wavelet basis functions. Our proposal, , can be applied to non-equispaced data with sample size no…