We show how the notion ofmessage passing can be used to streamline the algebra and computer coding for fast approximate inference in large Bayesian semiparametric regression models. In particular, ...

We propose semiparametric procedures for estimation and testing of base-independent equivalence scales. The partial linear index specification permits simultaneous estimation across multiple household ...

Retail marketing managers are primarily concerned with the allocation of scarce marketing resources, such as sales promotion, for improving the market and profit performance of their assortments. The ...

Some programs that are useful for calculation of of estimators for the semiparametric censored regression model. There are links to programs written for Gauss for DOS as well as for Gauss for Windows.

We study deep neural networks and their use in semiparametric inference. We establish novel rates of convergence for deep feedforward neural nets. Our new rates are sufficiently fast (in some cases ...

bostuff.exe is a self-extracting file that contains a number of files that are useful for calculation of of estimators for the semiparametric censored regression model. All programs are written for ...