David Nott

National University of Singapore (NUS)

Singapore

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Professors in Statistics

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Articles (10)

Year:

2023

Year:

2022

Year:

2021

Year:

2021

Year:

2021

Year:

2021

Year:

2021

Year:

2021

Year:

2020

Year:

2020

Collaborators (4)

Robert Kohn

Scientia Professor

University of New South Wales

AUSTRALIA

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Michael Evans

Professor

University of Toronto

CANADA

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Nadja Klein

Technische Universität Dortmund

GERMANY

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Michael Smith

Professor of Management (Econometrics)

University of Melbourne

AUSTRALIA

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David Nott

Research Interests

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Articles (10)

Bayesian Inference Using Synthetic Likelihood: Asymptotics and Adjustments

Variational inference and sparsity in high-dimensional deep Gaussian mixture models

Variational Bayes approximation of factor stochastic volatility models

Fast and accurate variational inference for models with many latent variables

A semiautomatic method for history matching using sequential monte carlo

Assessment and Adjustment of Approximate Inference Algorithms Using the Law of Total Variance

Checking for model failure and for prior-data conflict with the constrained multinomial model

Detecting conflicting summary statistics in likelihood-free inference

Marginally-calibrated deep distributional regression

Checking for prior-data conflict using prior-to-posterior divergences

Collaborators (4)

Robert Kohn

Michael Evans

Nadja Klein

Michael Smith

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