Spatially Adaptive Bayesian Penalized Splines With Heteroscedastic Errors

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Twenty years of P-splines (2015, methodology): “Crainiceanu et al. (2007) did this in one dimension, using truncated power functions.”
Variational Inference for Heteroscedastic Semiparametric Regression (2015, methodology): “Several approaches to fitting (1) now exist (e.g. Ruppert et al. 2003; Rigby & Stasinopoulos 2005; Crainiceanu et al. 2007).”
Laplace Variational Approximation for Semiparametric Regression in the Presence of Heteroskedastic Errors (2016, methodology): “As in Crainiceanu et al. (2007), the model structure and conjugate nature of the priors described here lend themselves to a hybrid Gibbs sampling computational approach to fitting our model.”
Simultaneous Confidence Bands for Penalized Spline Estimators (2010, methodology): “Crainiceanu et al. (2007) considered simultaneous confidence bands when posterior normality for the parameter vector can be assumed.”