Bootstrap-based Bandwidth Selection for Semiparametric Generalized Regression Estimators [PDF]
This paper considers the problem of implementing semiparametric extremum estimators of a generalized regression model with an unknown link function. The class of estimator under consideration includes as special cases the semiparametric least-squares ...
Chuan Goh
core
Semiparametric estimation for a class of time-inhomogenous diffusion processes [PDF]
Copyright @ 2009 Institute of Statistical Science, Academia SinicaWe develop two likelihood-based approaches to semiparametrically estimate a class of time-inhomogeneous diffusion processes: log penalized splines (P-splines) and the local log-linear ...
Li, M, Wang, H, Yu, K, Yu, Y
core
Semiparametric regression on cumulative incidence function with interval-censored competing risks data and missing event types. [PDF]
Park J +3 more
europepmc +1 more source
Treatment Effect Heterogeneity of Farmers Participating in Cooperatives
ABSTRACT Despite the many studies providing evidence of the benefits of cooperatives, most small farms and farm households, particularly in transition economies, do not participate in them. This study analyses the effect of cooperative activity on farm performance using a large‐scale farm survey conducted in Armenia. In addition, it addresses the issue
Drini Imami +4 more
wiley +1 more source
Parametric and Semi-parametric Estimations of the Return to Schooling in South Africa [PDF]
This paper estimates return to schooling for african and coloured women in South Africa. It compares parametric and semiparametric estimates of the sample selection model for the case of return to schooling.
Claudia Sanhueza, Sonia Bhalotra
core
Penalized variable selection procedure for Cox models with semiparametric relative risk
We study the Cox models with semiparametric relative risk, which can be partially linear with one nonparametric component, or multiple additive or nonadditive nonparametric components.
Du, Pang, Liang, Hua, Ma, Shuangge
core +1 more source
Estimating equivalence scales and non-food needs in Egypt: Parametric and semiparametric regression modeling. [PDF]
Awwad FA, Abdel-Rahman S, Abonazel MR.
europepmc +1 more source
ABSTRACT For binary outcome models, an endogeneity correction based on nonlinear rank‐based transformations is proposed. Identification without external instruments is achieved under one of two assumptions: Either the endogenous regressor is a nonlinear function of one component of the error term, conditional on the exogenous regressors, or the ...
Alexander Mayer, Dominik Wied
wiley +1 more source
Searching for an Environmental Kuznets Curve in Carbon Dioxide Pollutant in Latin American Countries [PDF]
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.
Bhattarai, Keshav +2 more
core +1 more source
Regression analysis frequently encounters two issues: multicollinearity among the explanatory variables, and the existence of outliers in the data set.
W. B. Altukhaes +2 more
doaj +1 more source

