Predictive performance of Dirichlet process shrinkage methods in linear regression

by Nott, D.J.
Published 2014

Bayesian projection approaches to variable selection in generalized linear models

by Nott, D.J., Leng, C.
Published 2014

A sign based loss approach to model selection in nonparametric regression

by Nott, D.J., Jialiang, L.
Published 2014

Variational inference for generalized linear mixed models using partially noncentered parametrizations

by Tan, L.S.L., Nott, D.J.
Published 2014

Importance sampling as a variational approximation

by Nott, D.J., Li, J., Fielding, M.
Published 2014

On a generalization of the Laplace approximation

by Nott, D.J., Fielding, M., Leonte, D.
Published 2014

Generalized smooth finite mixtures

by Villani, M., Kohn, R., Nott, D.J.
Published 2014

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

by Nott, D.J., Marshall, L., Brown, J.
Published 2014

Coefficient sign prediction methods for model selection

by Nott, D.J., Kuk, A.Y.C.
Published 2014

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

by Nott, D.J., Kuk, A.Y.C.
Published 2014

Efficient MCMC schemes for computationally expensive posterior distributions

by Fielding, M., Nott, D.J., Liong, S.-Y.
Published 2014

The ensemble Kalman filter is an ABC algorithm

by Nott, D.J., Marshall, L., Ngoc, T.M.
Published 2014

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

by Li, J., Tai, B.C., Nott, D.J.
Published 2011

Variable selection and model averaging in semiparametric overdispersed generalized linear models

by Cottet, R., Kohn, R.J., Nott, D.J.
Published 2014

Variational approximation for heteroscedastic linear models and matching pursuit algorithms

by Nott, D.J., Tran, M.-N., Leng, C.
Published 2014

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

by Tran, M.-N., Nott, D.J., Kohn, R.
Published 2014

The predictive Lasso

by Tran, M.-N., Nott, D.J., Leng, C.
Published 2014

Mixtures of experts for understanding model discrepancy in dynamic computer models

by Nott, D.J., Marshall, L., Fielding, M., Liong, S.-Y.
Published 2014

Efficient sampling schemes for Bayesian MARS models with many predictors

by Nott, D.J., Kuk, A.Y.C., Duc, H.
Published 2014

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

by Kuk, A.Y.C., Nott, D.J., Yang, Y.
Published 2014