Search Results - subject:"semiparametric regression model"

Exploring the sustainable growth pathway of wind power in China : using the semiparametric regression model

Xu, Bin - In: Energy policy 183 (2023), pp. 1-13

Persistent link: https://www.econbiz.de/10014482805

Searching for an Environmental Kuznets Curve in Carbon Dioxide Pollutant in Latin American Countries

Poudel, Biswo N.; Paudel, Krishna P.; Bhattarai, Keshav - In: Journal of Agricultural and Applied Economics 41 (2009) 01

This study utilized a semiparametric panel model to estimate environmental Kuznets curves (EKC) for carbon dioxide (CO2) in 15 Latin American countries, using hitherto unused data on forestry acreage in each country. Results showed an N-shaped curve for the region; however, the shape of the...

Persistent link: https://www.econbiz.de/10005469329

Optimal partial ridge estimation in restricted semiparametric regression models

Amini, Morteza; Roozbeh, Mahdi - In: Journal of Multivariate Analysis 136 (2015) C, pp. 26-40

This paper is concerned with the ridge estimation of the parameter vector β in partial linear regression model yi=xiβ+f(ti)+ϵi,1≤i≤n, with correlated errors, that is, when Cov(ϵ)=σ2V, with a positive definite matrix V and ϵ=(ϵ1,…,ϵn), under the linear constraint Rβ=r, for a given...

Persistent link: https://www.econbiz.de/10011208470

Shrinkage ridge estimators in semiparametric regression models

Roozbeh, Mahdi - In: Journal of Multivariate Analysis 136 (2015) C, pp. 56-74

regression model when the errors are dependent and some non-stochastic linear restrictions are imposed under a multicollinearity …In this paper, ridge and non-ridge type shrinkage estimators and their positive parts are defined in the semiparametric …

Persistent link: https://www.econbiz.de/10011208476

A new sliced inverse regression method for multivariate response

Coudret, R.; Girard, S.; Saracco, J. - In: Computational Statistics & Data Analysis 77 (2014) C, pp. 285-299

A semiparametric regression model of a q-dimensional multivariate response y on a p-dimensional covariate x is …

Persistent link: https://www.econbiz.de/10010871397

Asymptotic properties of wavelet estimators in semiparametric regression models under dependent errors

Zhou, Xing-cai; Lin, Jin-guan - In: Journal of Multivariate Analysis 122 (2013) C, pp. 251-270

Consider the semiparametric regression model yi=xiTβ+g(ti)+εi for i=1,…,n, where xi∈Rp are the random design vectors …

Persistent link: https://www.econbiz.de/10011041919

Variable selection in semiparametric regression analysis for longitudinal data

Zhao, Peixin; Xue, Liugen - In: Annals of the Institute of Statistical Mathematics 64 (2012) 1, pp. 213-231

Persistent link: https://www.econbiz.de/10010848669

Pooled marginal slicing approach via SIR<Subscript> α </Subscript> with discrete covariables

Liquet, Benoît; Saracco, Jérôme - In: Computational Statistics 22 (2007) 4, pp. 599-617

Persistent link: https://www.econbiz.de/10005166773

Two Cross Validation Criteria for SIR<Subscript>α</Subscript> and PSIR<Subscript>α</Subscript> methods in view of prediction

Gannoun, Ali; Saracco, Jérôme - In: Computational Statistics 18 (2003) 3, pp. 585-603

In this paper, we will consider the semiparametric regression model introduced by Duan and Li (1991). The response …

Persistent link: https://www.econbiz.de/10011241283