WebFeb 16, 2024 · Classical testing in functional linear models Dehan Kong, A. Staicu, A. Maity Mathematics Journal of nonparametric statistics 2016 ABSTRACT We 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… Expand …
Classical testing in functional linear models - Research Papers in ...
WebSep 20, 2016 · Using functional principal component analysis, we re-express the functional linear model as a standard linear model, where the effect of the functional … 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. rice production in gujarat
GENERALIZED FUNCTIONAL LINEAR MODELS - UC Davis
WebThe test statistic is similar to the one proposed by Kokoszka et al. (2008) for testing for no effect in the linear functional model. The asymptotic distribution under the null hypothesis of ... 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 … WebThe paper is organized as follows: The basics of the proposed generalized functional linear model and some preliminary considerations can be found in section 2. The underlying ideas of estimation and statistical analysis within the generalized functional linear model will be discussed in section 3. rice production in haryana