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Gael M. Martin

Monash University (from arXiv:2104.14054, 2021) · OpenAlex

48 papers in scope · 46 published · 3 on the econ.EM arXiv · 1,733 citations · h-index 17 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. Rubén Loaiza-Maya
  2. David T. Frazier
  3. Worapree Maneesoonthorn
  4. Gary Koop
  5. Florian Huber
  6. Andrés Ramírez Hassan
  7. Xuewen Yu
  8. Florian Ziel
  9. Joshua C. C. Chan
  10. Didier Nibbering
  11. Donald Poskitt
  12. Ryan Covey
  13. D. S. Poskitt
  14. Ryan Zischke
  15. Luca Onorante
  16. Anastasios Panagiotelis
  17. Rafał Weron
  18. David J. Nott
  19. Peter J. Danaher
  20. Bonsoo Koo

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(7 of 48)

ABC-based forecasting in misspecified state space models
published2024 · International Journal of Forecasting · 2 citations · first circulated 2023
with Chaya Weerasinghe, Rubén Loaiza-Maya, David T. Frazier
published2024 · Journal of Computational and Graphical Statistics · 8 citations
working paper2023 · arXiv · 1 citations
published2023 · International Journal of Forecasting · 38 citations · first circulated 2022
Computing Bayes: From Then ‘Til Now
published2023 · Statistical Science · 9 citations · first circulated 2022
with David T. Frazier, Christian P. Robert
Approximating Bayes in the 21st Century
published2023 · Statistical Science · 17 citations · first circulated 2021
with David T. Frazier, Christian P. Robert
ABC of the future
published2022 · International Statistical Review · 7 citations · first circulated 2021
with Henri Pesonen, Umberto Simola, Alvaro Köhn-Luque, Henri Vuollekoski, Xiaoran Lai, Arnoldo Frigessi, Samuel Kaski, David T. Frazier, Worapree Maneesoonthorn, Jukka Corander
published2022 · Journal of Computational and Graphical Statistics · 14 citations · first circulated 2021
working paper2022 · arXiv · 2 citations
published2022 · International Journal of Forecasting · 843 citations
with Fotios Petropoulos, Daniele Apiletti, Vassilios Assimakopoulos, M. Zied Babaï, Devon K. Barrow, Souhaib Ben Taieb, Christoph Bergmeir, Ricardo J. Bessa, Jakub Bijak, John E. Boylan, Jethro Browell, Claudio Carnevale, …
published2021 · International Journal of Forecasting · 14 citations
Focused Bayesian prediction
published2021 · Journal of Applied Econometrics · 1 citations
Optimal bias correction of the log-periodogram estimator of the fractional parameter: A jackknife approach
published2020 · Journal of Statistical Planning and Inference · 6 citations · first circulated 2019
with Kanchana Nadarajah, D. S. Poskitt, Donald Poskitt
High-frequency jump tests: Which test should we use?
published2020 · Journal of Econometrics · 5 citations
with Worapree Maneesoonthorn, Catherine Forbes
Issues in the estimation of mis-specified models of fractionally integrated processes
published2019 · Journal of Econometrics · 1 citations · first circulated 2014
with Kanchana Nadarajah, D. S. Poskitt, Donald Poskitt
Approximate Bayesian forecasting
published2019 · International Journal of Forecasting
Auxiliary Likelihood-Based Approximate Bayesian Computation in State Space Models
published2018 · Journal of Computational and Graphical Statistics · 35 citations · first circulated 2014
with Brendan McCabe, David T. Frazier, Worapree Maneesoonthorn, Christian P. Robert
Construction and Visualization of Confidence Sets for Frequentist Distributional Forecasts
published2018 · Journal of Computational and Graphical Statistics · 3 citations · first circulated 2017
with David Harris, Indeewara Perera, D. S. Poskitt
Inference on Self‐Exciting Jumps in Prices and Volatility Using High‐Frequency Measures
published2016 · Journal of Applied Econometrics · 37 citations · first circulated 2014
with Worapree Maneesoonthorn, Catherine Forbes
BIAS CORRECTION OF SEMIPARAMETRIC LONG MEMORY PARAMETER ESTIMATORS VIA THE PREFILTERED SIEVE BOOTSTRAP
published2016 · Econometric Theory · 1 citations
with D. S. Poskitt, Simone D. Grose
Higher-order improvements of the sieve bootstrap for fractionally integrated processes
published2015 · Journal of Econometrics · 13 citations · first circulated 2013
with D. S. Poskitt, Simone D. Grose, Donald Poskitt
Bias Correction of Persistence Measures in Fractionally Integrated Models
published2015 · Journal of Time Series Analysis · 2 citations · first circulated 2013
with Simone D. Grose, Donald Poskitt, Gael M. Martinand
Non-parametric estimation of forecast distributions in non-Gaussian, non-linear state space models
published2013 · International Journal of Forecasting · 20 citations
with Jason Wei Jian Ng, Catherine Forbes, Brendan McCabe
Probabilistic forecasts of volatility and its risk premia
published2012 · Journal of Econometrics · 21 citations
with Worapree Maneesoonthorn, Catherine Forbes, Simone D. Grose
A Review of The Oxford Handbook of Bayesian Econometrics
published2012 · Econometrics Journal
A QUASI‐LOCALLY MOST POWERFUL TEST FOR CORRELATION IN THE CONDITIONAL VARIANCE OF POSITIVE DATA
published2011 · Australian & New Zealand Journal of Statistics
with Brendan McCabe, Keith Freeland
Efficient Probabilistic Forecasts for Counts
published2011 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 62 citations
with Brendan McCabe, David Harris
‘The 21st Century Belongs to Bayes’ Debate: Introduction
published2010 · Review of Economic Analysis
Bayesian forecasting in economics
published2010 · International Journal of Forecasting · 5 citations
with Kajal Lahiri
Does the option market produce superior forecasts of noise‐corrected volatility measures?
published2008 · Journal of Applied Econometrics · 28 citations
with Andrew Reidy, Jill Wright
Feasible parameter regions for alternative discrete state space models
published2008 · Statistics & Probability Letters · 10 citations
with Paul D. Feigin, Phillip Gould, Ralph D. Snyder
Parameterisation and efficient MCMC estimation of non-Gaussian state space models
published2007 · Computational Statistics & Data Analysis · 22 citations
with Chris M. Strickland, Catherine Forbes
Inference for a Class of Stochastic Volatility Models Using Option and Spot Prices: Application of a Bivariate Kalman Filter
published2007 · Econometric Reviews · 19 citations
with Catherine Forbes, Jill Wright
Bayesian comparison of several continuous time models of the Australian short rate
published2006 · Accounting and Finance · 12 citations
with Andrew Sanford
Pricing currency options in the presence of time-varying volatility and non-normalities
published2005 · Journal of Multinational Financial Management · 17 citations
with G. C. Lim, Vance L. Martin
Bayesian analysis of the stochastic conditional duration model
published2005 · Computational Statistics & Data Analysis · 50 citations
with Chris M. Strickland, Catherine Forbes
Implicit Bayesian Inference Using Option Prices
published2005 · Journal of Time Series Analysis · 15 citations
with Catherine Forbes, Vance L. Martin
PRICING AUSTRALIAN S&P200 OPTIONS: A BAYESIAN APPROACH BASED ON GENERALIZED DISTRIBUTIONAL FORMS
published2005 · Australian & New Zealand Journal of Statistics · 7 citations · first circulated 2003
with David B. Flynn, Simone D. Grose, Vance L. Martin
Assessing Persistence In Discrete Nonstationary Time‐Series Models
published2005 · Journal of Time Series Analysis · 3 citations
with Brendan McCabe, A. R. Tremayne, Andy Tremayne
Bayesian predictions of low count time series
published2004 · International Journal of Forecasting · 109 citations
with Brendan McCabe
Parametric pricing of higher order moments in S&P500 options
published2004 · Journal of Applied Econometrics · 42 citations · first circulated 2002
with G. C. Lim, Vance L. Martin
Simulation-based Bayesian estimation of an affine term structure model
published2004 · Computational Statistics & Data Analysis · 16 citations
with Andrew Sanford
Testing for Dependence in Non-Gaussian Time Series Data
published2004 · Econometric Society 2004 Australasian Meetings · 4 citations
with Keith Freeland, Brendan McCabe, R. Keith Freeland
BAYESIAN ANALYSIS OF A FRACTIONAL COINTEGRATION MODEL
published2001 · Econometric Reviews · 14 citations
US deficit sustainability: a new approach based on multiple endogenous breaks
published2000 · Journal of Applied Econometrics · 156 citations
Bayesian inference in the triangular cointegration model using a jeffreys prior
published2000 · Communication in Statistics-Theory and Methods · 15 citations
with Vance L. Martin
Using simulation methods for bayesian econometric models: inference, development and communication: some comments
published1999 · Econometric Reviews · 8 citations
with Catherine Forbes
The distribution of exchange rate returns and the pricing of currency options
published1998 · Journal of International Economics · 19 citations
with G. C. Lim, Jenny Lye, Vance L. Martin

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.