2 papers
stat.ME2016
Profile likelihood ratio tests for parameter inferences in generalized single-index models
Nanxi Zhang, Alan Huang
A profile likelihood ratio test is proposed for inferences on the index coefficients in generalized single-index models. Key features include its simplicity in implementation, inva…
stat.ME2016
Doubly-nonparametric generalized additive models
Alan Huang, Nanxi Zhang
The popular generalized additive model framework is extended to allow both the mean curves and the response distribution to be nonparametric. The approach is demonstrated to be a f…