Estimation on semi-functional linear errors-in-variables models
Sign Up to like & getrecommendations! Published in 2019 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2018.1494836
Abstract: Abstract Semi-functional linear regression models are important in practice. In this paper, their estimation is discussed when function-valued and real-valued random variables are all measured with additive error. By means of functional principal component analysis… read more here.
Keywords: semi functional; errors variables; functional linear; variables models ... See more keywords
Empirical Bayes Estimation of Semi-parametric Hierarchical Mixture Models for Unbiased Characterization of Polygenic Disease Architectures
Sign Up to like & getrecommendations! Published in 2018 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2018.00115
Abstract: Genome-wide association studies (GWAS) suggest that the genetic architecture of complex diseases consists of unexpectedly numerous variants with small effect sizes. However, the polygenic architectures of many diseases have not been well characterized due to… read more here.
Keywords: estimation; empirical bayes; bayes estimation; disease ... See more keywords