In this page, you will find codes related to some of my published papers. I also provide short presentations of the papers.

Code for change-point processes:

• Relevant parameter changes in structural break models [Matlab code] [paper]

Code for volatility processes:

• The factorial hidden Markov volatility model [Matlab code] [paper]
• CP GARCH models using the evolutionary SMC algorithm [Matlab code] [paper]
• Infinite hidden Markov-switching GARCH models [Matlab code] [paper]
• Particle MCMC for estimating CP- and MS-GARCH models [C++ code] [paper]

Code for modelling the mean:

• The factorial hidden Markov mean model [link] [paper]

My papers in almost 180 seconds:

• Frequentist and Bayesian Chang-point models: A missing link.
• Selective linear segmentation for detecting relevant parameter changes.
• Sparse change-point VAR models.
• Relevant parameter changes in structural break models, published in Journal of Econometrics, 2020.
• The factorial hidden Markov mean model, published in Economics Letters, 2018.
• The factorial hidden Markov volatility model, published in Journal of Business and Economic Statistics, 2018.
• Sparse Change-point HAR Models for Realized Variance, published in Econometric Reviews, 2018.
• The Evolutionary sequential monte carlo sampler, published in Econometrics, 2016.
• Infinite-State Markov-switching for Dynamic Volatility, published in Journal of Financial Econometrics, 2016.