WebAug 20, 2016 · We extend four tests common in classical regression - Wald, score, likelihood ratio and F tests - to functional linear regression, for testing the null … WebApr 1, 2016 · To study this problem in the context of functional linear regression models with predictor variables observed over a grid and a scalar response, we consider basis expansions of the functional covariates and apply the likelihood ratio test. ... Classical Testing in Functional Linear Models, Technical Reports 2647. North Carolina State …
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WebAug 31, 2024 · Abstract. In this paper, an F‐type test is proposed for the functional association between a functional covariate and a scalar response in functional linear … WebWe extend four tests common in classical regression- Wald, score, likelihood ratio and F tests- to functional linear regression, for testing the null hypothesis, that there is no … goddess of the weather
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WebClassical testing in functional linear models. D Kong, AM Staicu, A Maity. Journal of nonparametric statistics 28 (4), 813-838, 2016. 68: 2016: Short-term airborne particulate matter exposure alters the epigenetic landscape of human genes associated with the mitogen-activated protein kinase network: a cross-sectional study. WebApr 4, 2024 · We investigate the theoretical properties of these robust testing procedures and assess the finite sample properties through the numerical simulation. In our … WebIn longitudinal studies, recent developments in FDA have extended classical linear models and linear mixed effects models to functional linear models (also termed varying-coefficient models) and functional mixed effects models. In this paper we focus our review on the functional mixed effects models using smoothing splines, because functional ... bon reduction chaussea