Christopher Winship, Robert D. Mare, Regression Models with Ordinal Variables, American Sociological Review, Vol. 49, No. 4 (Aug., 1984), pp. 512-525 ...

Parametric versus Semi/nonparametric Regression Models Course Topics Linear models, generalized linear models, and nonlinear models are examples of parametric regression models because we know the ...

For functional regression models with functional responses, we propose a nonparametric random-effects model using Gaussian process priors. The proposed model captures the heterogeneity nonlinearly and ...