Robert Kohn

Scientia Professor

University of New South Wales

Australia

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Articles (17)

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2024

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2024

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2024

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2024

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2023

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2023

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2022

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2022

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2021

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2020

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2020

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2020

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2020

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2020

Collaborators (8)

Christopher Carter

Associate Professor

University of New South Wales

AUSTRALIA

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Denzil Fiebig

Professor

University of New South Wales

AUSTRALIA

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Minh-Ngoc Tran

Associate Professor

University of Sydney Business School

AUSTRALIA

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Scott Brown

Newcastle University

AUSTRALIA

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David Gunawan

Lecturer in statistical science

University of Wollongong

AUSTRALIA

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David Nott

National University of Singapore (NUS)

SINGAPORE

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Mattias Villani

Professor

Stockholm University

SWEDEN

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Imke Botha

University of Melbourne

AUSTRALIA

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Robert Kohn

Research Interests

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Articles (17)

Flexible Variational Bayes Based on a Copula of a Mixture

Particle MCMC and the correlated particle hybrid sampler for state space models

Structured Variational Approximations with Skew Normal Decomposable Graphical Models and Implicit Copulas

The Block-Correlated Pseudo Marginal Sampler for State Space Models

Dynamic Mixture of Experts Models for Online Prediction

Automatically adapting the number of state particles in SMC <sup>2</sup>

Bayesian Inference Using Synthetic Likelihood: Asymptotics and Adjustments

Gaussian Variational Approximations for High-dimensional State Space Models

Flexible and Robust Particle Tempering for State Space Models

Efficient selection between hierarchical cognitive models: Cross-validation with variational Bayes.

Time-evolving psychological processes over repeated decisions.

Variational Bayes approximation of factor stochastic volatility models

A flexible particle Markov chain Monte Carlo method

Bayesian Deep Net GLM and GLMM

Efficient data augmentation for multivariate probit models with panel data: an application to general practitioner decision making about contraceptives

Identifying relationships between cognitive processes across tasks, contexts, and time

Mixed Marginal Copula Modeling

Collaborators (8)

Christopher Carter

Denzil Fiebig

Minh-Ngoc Tran

Scott Brown

David Gunawan

David Nott

Mattias Villani

Imke Botha

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