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Email

tomasz.wozniak@unimelb.edu.au

Credentials


Position
Senior Lecturer in Economics
Department of Economics
Education
PhD
European University Institute, Florence
Masters (Research)
European University Institute, Florence
Masters (Coursework & Research)
Cracow University of Economics
ORCID

0000-0003-2212-2378

Dr Tomasz Wozniak

Senior Lecturer in Economics
Department of Economics

15 Scholarly works
0 Projects

HIGHLIGHTS

  • 2025

    Journal article

    Partial identification of structural vector autoregressions with non-centred stochastic volatility
    DOI: 10.1016/j.jeconom.2025.106107
  • 2022

    Dataset

    bsvars: Bayesian Estimation of Structural Vector Autoregressive Models
    DOI: 10.32614/cran.package.bsvars
  • 2021

    Journal article

    Markov Switching
    DOI: 10.1093/acrefore/9780190625979.013.174
  • 2020

    Journal article

    Bayesian inference for structural vector autoregressions identified by Markov-switching heteroskedasticity
    DOI: 10.1016/j.jedc.2020.103862
  • 2018

    Report

    Accurate Computation of Marginal Data Densities Using Variational Bayes
  • 2018

    Journal article

    Granger-causal analysis of GARCH models: A Bayesian approach
    DOI: 10.1080/07474938.2015.1092839
  • 2017

    Journal article

    Granger Causality and Regime Inference in Markov Switching VAR Models with Bayesian Methods
    DOI: 10.1002/jae.2531
Tomasz Wozniak

Latest Honours,
Awards and Fellowships


2015
Fellow of the Centre for Business Analytics at the Melbourne Business School

RECENT SCHOLARLY WORKS

  • 2016

    Journal article

    Bayesian Vector Autoregressions
    DOI: 10.1111/1467-8462.12179
  • 2015

    Journal article

    Testing causality between two vectors in multivariate GARCH models
    DOI: 10.1016/j.ijforecast.2015.01.005
  • 2015

    Report

    Egyptian and Syrian commodity markets after the dissolution of the Ottoman Empire: A Bayesian structural VECM analysis

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