Warped Gaussian process modelling of transcriptional regulation
Ruihan Ji, Dirk Husmeier · ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam) · 2012
This article extends recent work on Gaussian process modelling of transcriptional regulation, which assumed additive Gaussian noise of constant variance, to heteroscedastic noise. Our work is based on an explicit noise model for transcriptional profiling and the concept of warped Gaussian processes.