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  • Search: subject:"non-gaussian state space"
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Year of publication
Subject
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Zustandsraummodell 10 Stochastischer Prozess 9 State space model 8 Stochastic process 8 non-Gaussian state space models 8 Theorie 7 Theory 6 Zeitreihenanalyse 6 Monte Carlo simulation 5 Monte-Carlo-Simulation 5 credit risk 5 importance sampling 5 multivariate unobserved component models 5 Bayesian inference 4 Non-Gaussian state space model 4 Prognoseverfahren 4 Time series analysis 4 binomial time series 4 continuous time modelling 4 non-Gaussian state space modeling 4 nonlinear panel data model 4 recidivism behavior 4 Bayes-Statistik 3 Binary time series 3 Forecasting model 3 Kreditrisiko 3 Particle filter 3 Predictive ability 3 Asset correlation 2 Bayesian estimation techniques 2 Credit risk 2 Curse of dimensionality 2 Estimation theory 2 Intractable densities 2 Least squares Monte Carlo 2 Maximum likelihood estimation 2 Metropolis-Hastings algorithm 2 Monte Carlo estimation 2 Nonlinear non-Gaussian state space models 2 Portfolio selection 2
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Online availability
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Free 26 Undetermined 4
Type of publication
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Book / Working Paper 21 Article 8 Other 2
Type of publication (narrower categories)
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Working Paper 12 Arbeitspapier 6 Graue Literatur 6 Non-commercial literature 6 Article in journal 2 Aufsatz in Zeitschrift 2
Language
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English 16 Undetermined 15
Author
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Koopman, Siem Jan 16 Lucas, André 10 Daniels, Robert 4 Hoogerheide, Lennart 4 Ooms, Marius 4 Mesters, Geert 3 Montfort, Kees van 3 Barra, Istvan 2 Basturk, Nalan 2 Blasques, Francisco 2 Denis Pelletier 2 Geest, Victor van der 2 Grassi, Stefano 2 Moussa, Karim 2 A. Ronald Gallant 1 Andersson, Patrik 1 Atsushi Inoue 1 Bidarkota, Prasad 1 Bretó, Carles 1 Castro Iragorri, Carlos Alberto 1 Castro, Carlos 1 Daniels, Robert J. 1 David A. Dickey 1 David Dickey 1 Dijk, Herman K. van 1 Doucet, Arnaud 1 Fiorentini, Gabriele 1 Forbes, Catherine S. 1 Frale, Cecilia 1 Geest, Victor René van der 1 Godsill, Simon 1 John J. Seater 1 Kashiwagi, Nobuhisa 1 Kitagawa, Genshiro 1 Lindholm, Mathias 1 Liu, Peng 1 Lucas, Andre 1 Martin, Gael M. 1 Movchan, Oleksandr Victorovich 1 Peter Bloomfield 1
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Institution
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Tinbergen Instituut 3 Tinbergen Institute 2 Centro de Estudios Monetarios y Financieros (CEMFI) 1 Department of Econometrics and Business Statistics, Monash Business School 1 Department of Economics, Florida International University 1 de Nederlandsche Bank 1
Published in...
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Discussion paper / Tinbergen Institute 6 Tinbergen Institute Discussion Paper 6 Tinbergen Institute Discussion Papers 5 Annals of the Institute of Statistical Mathematics 3 Annals of actuarial science : publ. by the Institute of Actuaries and the Faculty of Actuaries 1 DNB Working Papers 1 Journal of Forecasting 1 Monash Econometrics and Business Statistics Working Papers 1 REVISTA DE ECONOMÍA DEL ROSARIO 1 Revista de economía del Rosario 1 Statistics & Probability Letters 1 Working Papers / Centro de Estudios Monetarios y Financieros (CEMFI) 1 Working Papers / Department of Economics, Florida International University 1
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Source
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RePEc 15 ECONIS (ZBW) 8 EconStor 6 BASE 2
Showing 1 - 10 of 31
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Extremum Monte Carlo Filters: Real-Time Signal Extraction via Simulation and Regression
Blasques, Francisco; Koopman, Siem Jan; Moussa, Karim - 2023
This paper introduces a novel simulation-based filtering method for general state space models. It allows for the computation of time-varying conditional means, quantiles, and modes, but also for the prediction of latent variables in general. The method relies on generating artificial samples of...
Persistent link: https://www.econbiz.de/10014321789
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Extremum Monte Carlo filters : real-time signal extraction via simulation and regression
Blasques, Francisco; Koopman, Siem Jan; Moussa, Karim - 2023 - This version: March 23, 2023
This paper introduces a novel simulation-based filtering method for general state space models. It allows for the computation of time-varying conditional means, quantiles, and modes, but also for the prediction of latent variables in general. The method relies on generating artificial samples of...
Persistent link: https://www.econbiz.de/10014247627
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Mortality forecasting using a Lexis-based state-space model
Andersson, Patrik; Lindholm, Mathias - In: Annals of actuarial science : publ. by the Institute of … 15 (2021) 3, pp. 519-548
Persistent link: https://www.econbiz.de/10012656701
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Time-varying Combinations of Bayesian Dynamic Models and Equity Momentum Strategies
Basturk, Nalan; Grassi, Stefano; Hoogerheide, Lennart; … - 2016
A novel dynamic asset-allocation approach is proposed where portfolios as well as portfolio strategies are updated at every decision period based on their past performance. For modeling, a general class of models is specified that combines a dynamic factor and a vector autoregressive model and...
Persistent link: https://www.econbiz.de/10011586714
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Time-varying combinations of Bayesian dynamic models and equity momentum strategies
Basturk, Nalan; Grassi, Stefano; Hoogerheide, Lennart; … - 2016
A novel dynamic asset-allocation approach is proposed where portfolios as well as portfolio strategies are updated at every decision period based on their past performance. For modeling, a general class of models is specified that combines a dynamic factor and a vector autoregressive model and...
Persistent link: https://www.econbiz.de/10011563065
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Joint independent metropolis-hastings methods for nonlinear non-Gaussian state space models
Barra, Istvan; Hoogerheide, Lennart; Koopman, Siem Jan; … - 2013
Persistent link: https://www.econbiz.de/10010191411
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A Forty Year Assessment of Forecasting the Boat Race
Mesters, Geert; Koopman, Siem Jan - 2012
We study the forecasting of the yearly outcome of the Boat Race between Cambridge and Oxford. We compare the relative performance of different dynamic models for forty years of forecasting. Each model is defined by a binary density conditional on a latent signal that is specified as a dynamic...
Persistent link: https://www.econbiz.de/10010326259
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Joint Independent Metropolis-Hastings Methods for Nonlinear Non-Gaussian State Space Models
Barra, Istvan; Hoogerheide, Lennart; Koopman, Siem Jan; … - 2012
We propose a new methodology for the Bayesian analysis of nonlinear non-Gaussian state space models with a Gaussian …
Persistent link: https://www.econbiz.de/10010326393
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A Forty Year Assessment of Forecasting the Boat Race
Mesters, Geert; Koopman, Siem Jan - Tinbergen Instituut - 2012
We study the forecasting of the yearly outcome of the Boat Race between Cambridge and Oxford. We compare the relative performance of different dynamic models for forty years of forecasting. Each model is defined by a binary density conditional on a latent signal that is specified as a dynamic...
Persistent link: https://www.econbiz.de/10011257304
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Confidence sets for asset correlations in portfolio credit risk
Castro, Carlos - In: REVISTA DE ECONOMÍA DEL ROSARIO (2012)
Abstract:Asset correlations are of critical importance in quantifying portfolio credit risk and economic capital in financial institutions. Estimation of asset correlation with rating transition data has focused on the point estimation of the correlation without giving any consideration to the...
Persistent link: https://www.econbiz.de/10010763851
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