Maximum likelihood estimation of multivariate regime switching Student-\(t\) copula models
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Publication:6663973
DOI10.1111/insr.12562MaRDI QIDQ6663973
Fulvia Pennoni, Francesco Bartolucci, Federico P. Cortese
Publication date: 15 January 2025
Published in: International Statistical Review (Search for Journal in Brave)
latent variable modelscryptocurrenciescopula modelsexpectation-maximisation algorithmdaily log-returns
Cites Work
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- The Model Confidence Set
- Copula-based dynamic models for multivariate time series
- A review of copula models for economic time series
- Wild binary segmentation for multiple change-point detection
- Estimating value at risk of portfolio by conditional copula-GARCH method
- Estimating the dimension of a model
- Regime switches in the dependence structure of multidimensional financial data
- Selecting the number of states in hidden Markov models: pragmatic solutions illustrated using animal movement
- Inference in multivariate Archimedean copula models
- Maximum likelihood estimation of high-dimensional Student-\(t\) copulas
- Forecasting time series with multivariate copulas
- Finite mixture and Markov switching models.
- Skewed non-Gaussian GARCH models for cryptocurrencies volatility modelling
- Latent Markov Models for Longitudinal Data
- Statistical Methods for Financial Engineering
- Dependence Modeling with Copulas
- The t Copula and Related Copulas
- HIDDEN MARKOV STRUCTURES FOR DYNAMIC COPULAE
- An empirical analysis of multivariate copula models
- Modelling the persistence of conditional variances
- Hidden Markov Models for Speech Recognition
- A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle
- The Stationary Bootstrap
- Finite mixture models
- Dependence structures for multivariate high-frequency data in finance
- Nonparametric bootstrap tests for independence of generalized errors
- Goodness‐of‐fit for regime‐switching copula models with application to option pricing
- Bootstrap Methods
- Statistical Inference for Probabilistic Functions of Finite State Markov Chains
- Error bounds for convolutional codes and an asymptotically optimum decoding algorithm
- A NEW MEASURE OF RANK CORRELATION
- Initialization of Hidden Markov and Semi‐Markov Models: A Critical Evaluation of Several Strategies
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