Model Selection Criteria for Segmented Time Series from a Bayesian Approach to Information Compression
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- Oliver, J.J. & Forbes, C.S., 1997. "Bayesian Approaches to Segmenting A Simple Time Series," Monash Econometrics and Business Statistics Working Papers 14/97, Monash University, Department of Econometrics and Business Statistics.
- John Marriott & Paul Newbold, 1998. "Bayesian Comparison of ARIMA and Stationary ARMA Models," International Statistical Review, International Statistical Institute, vol. 66(3), pages 323-336, December.
- John Geweke, 1999.
"Using simulation methods for bayesian econometric models: inference, development,and communication,"
Econometric Reviews, Taylor & Francis Journals, vol. 18(1), pages 1-73.
- John Geweke, 1998. "Using simulation methods for Bayesian econometric models: inference, development, and communication," Staff Report 249, Federal Reserve Bank of Minneapolis.
- Marriott, John & Newbold, Paul, 2000. "The strength of evidence for unit autoregressive roots and structural breaks: A Bayesian perspective," Journal of Econometrics, Elsevier, vol. 98(1), pages 1-25, September.
- Phillips, P C B, 1991.
"To Criticize the Critics: An Objective Bayesian Analysis of Stochastic Trends,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 6(4), pages 333-364, Oct.-Dec..
- Peter C.B. Phillips, 1990. "To Criticize the Critics: An Objective Bayesian Analysis of Stochastic Trends," Cowles Foundation Discussion Papers 950, Cowles Foundation for Research in Economics, Yale University.
- John Geweke, 1999. "Using Simulation Methods for Bayesian Econometric Models," Computing in Economics and Finance 1999 832, Society for Computational Economics.
- Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
- Hansen M. H & Yu B., 2001. "Model Selection and the Principle of Minimum Description Length," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 746-774, June.
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More about this item
Keywords
Complexity theory; segmentation; break points; change points; model selection; model choice.;All these keywords.
JEL classification:
- C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
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