Predictive performance of Dirichlet process shrinkage methods in linear regression

بواسطة Nott, D.J.
منشور في 2014

A sign based loss approach to model selection in nonparametric regression

بواسطة Nott, D.J., Jialiang, L.
منشور في 2014

Bayesian projection approaches to variable selection in generalized linear models

بواسطة Nott, D.J., Leng, C.
منشور في 2014

Variational inference for generalized linear mixed models using partially noncentered parametrizations

بواسطة Tan, L.S.L., Nott, D.J.
منشور في 2014

Analysis of clustered binary data with unequal cluster sizes: A semiparametric bayesian approach

بواسطة Nott, D.J., Kuk, A.Y.C.
منشور في 2014

Generalized smooth finite mixtures

بواسطة Villani, M., Kohn, R., Nott, D.J.
منشور في 2014

Generalized likelihood uncertainty estimation (GLUE) and approximate Bayesian computation: What's the connection?

بواسطة Nott, D.J., Marshall, L., Brown, J.
منشور في 2014

Coefficient sign prediction methods for model selection

بواسطة Nott, D.J., Kuk, A.Y.C.
منشور في 2014

Importance sampling as a variational approximation

بواسطة Nott, D.J., Li, J., Fielding, M.
منشور في 2014

Efficient MCMC schemes for computationally expensive posterior distributions

بواسطة Fielding, M., Nott, D.J., Liong, S.-Y.
منشور في 2014

On a generalization of the Laplace approximation

بواسطة Nott, D.J., Fielding, M., Leonte, D.
منشور في 2014

The ensemble Kalman filter is an ABC algorithm

بواسطة Nott, D.J., Marshall, L., Ngoc, T.M.
منشور في 2014

Variable selection and model averaging in semiparametric overdispersed generalized linear models

بواسطة Cottet, R., Kohn, R.J., Nott, D.J.
منشور في 2014

Variational approximation for heteroscedastic linear models and matching pursuit algorithms

بواسطة Nott, D.J., Tran, M.-N., Leng, C.
منشور في 2014

Simultaneous variable selection and component selection for regression density estimation with mixtures f heteroscedastic experts

بواسطة Tran, M.-N., Nott, D.J., Kohn, R.
منشور في 2014

Confidence interval for the bootstrap P-value and sample size calculation of the bootstrap test

بواسطة Li, J., Tai, B.C., Nott, D.J.
منشور في 2011

The predictive Lasso

بواسطة Tran, M.-N., Nott, D.J., Leng, C.
منشور في 2014

Efficient sampling schemes for Bayesian MARS models with many predictors

بواسطة Nott, D.J., Kuk, A.Y.C., Duc, H.
منشور في 2014

A stepwise likelihood ratio test procedure for rare variant selection in case-control studies

بواسطة Kuk, A.Y.C., Nott, D.J., Yang, Y.
منشور في 2014

Mixtures of experts for understanding model discrepancy in dynamic computer models

بواسطة Nott, D.J., Marshall, L., Fielding, M., Liong, S.-Y.
منشور في 2014