create a website

An Assessment of Alternative State Space Models for Count Time Series. (2007). Snyder, Ralph ; Martin, Gael ; Gould, Phillip ; Feigin, Paul D..
In: Monash Econometrics and Business Statistics Working Papers.
RePEc:msh:ebswps:2007-4.

Full description at Econpapers || Download paper

Cited: 2

Citations received by this document

Cites: 33

References cited by this document

Cocites: 50

Documents which have cited the same bibliography

Coauthors: 0

Authors who have wrote about the same topic

Citations

Citations received by this document

  1. Model selection, estimation and forecasting in INAR(p) models: A likelihood-based Markov Chain approach. (2008). McCabe, Brendan ; Bu, Ruijun.
    In: International Journal of Forecasting.
    RePEc:eee:intfor:v:24:y:2008:i:1:p:151-162.

    Full description at Econpapers || Download paper

  2. A Comparison of Methods for Forecasting Demand for Slow Moving Car Parts. (2007). Snyder, Ralph ; Beaumont, Adrian .
    In: Monash Econometrics and Business Statistics Working Papers.
    RePEc:msh:ebswps:2007-15.

    Full description at Econpapers || Download paper

References

References cited by this document

  1. [1] Al-Osh M.A. and Alzaid, A.A. (1987) First-order Integer Valued Autoregressive (INAR(1)) Process, Journal of Time Series Analysis, 8, 261-275.
    Paper not yet in RePEc: Add citation now
  2. [10] Durbin, J. and Koopman, S.J. (2001), Time Series Analysis by State Space Methods, Oxford University Press. 26

  3. [11] Engle, R.F. (1982) Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation, Econometrica, 50, 987-1008.

  4. [12] Engle, R.F. and Russell, J.R. (1998) Autoregressive Conditional Duration: A New Approach for Irregularly Spaced Transaction Data, Econometrica, 66, 987-1007.

  5. [13] Freeland, K.R. and McCabe, B.P.M. (2004a) Forecasting Discrete Valued Low Count Time Series, International Journal of Forecasting, 20 427-434.

  6. [14] Freeland, K.R. and McCabe, B.P.M. (2004b) Analysis of Low Count Time Series by Poisson Autoregression, Journal of Time Series Analysis, 25, 701-722.

  7. [15] Frtthwirth-Schnatter, S. and Wagner, H. (2006) Auxiliary Mixture Sampling for Parameter Driven Models of Time Series of Counts with Applications to State Space Modelling, Biometrika, 93, 827-841.

  8. [16] Grunwald, G.K., Hamza, K. and Hyndman, R.J. (1997) Some Properties and Generalizations of Non-Negative Bayesian Time Series Models, Journal of the Royal Statistical Society, B, 59, 615-626.

  9. [17] Harvey, A.C. (1991) Forecasting, Structural Time Series Models and the Kalman Filter, Cambridge University Press, Cambridge.

  10. [18] Harvey, A.C. and Fernandez, C. (1989) Time Series Models for Counts or Qualitative Observations, Journal of Business ~ Economics Statistics, 7, 407-417.

  11. [19] Harvey, A.C. and Durbin, J. (1986) The Effect of Seat Belt Legislation on British Road Casualties: A Case Study in Structral Time Series Modelling, Journal of the Royal Statistical Society, A, 149, 187-227.
    Paper not yet in RePEc: Add citation now
  12. [2] Bauwens, L. and Veredas, D. (2004) The Stochastic Conditional Duration Model: A Latent Variable Model for the Analysis of Financial Durations, Journal of Econometrics, 199, 381-412.

  13. [20] Heinen, A. (2003) Modelling Time Series Count Data: an Autoregressive Conditional Poisson Model, Draft Paper, University of California, San Diego.

  14. [21] Jung, R.C., Kukuk, M. and Leisenfeld, R. (2006) Time Series of Count Data: Modeling, Estimation and Diagnostics, Computational Statistics and Data Analysis, 51, 2350-2364.

  15. [22] Kim, 5,. Shephard, N,. and Chib, 5. (1998) Stochastic Volatility: Likelihood Inference and Comparison with ARCH Models, Review of Economic Studies, 65, 361-393.

  16. [23] McCabe, B.P.M. and Martin, G.M. (2005) Bayesian Predictions of Low Count Time Series, International Journal of Forecasting, 21, 315-330. 27

  17. [24] McCabe, B.P.M., Martin, G.M. and Freeland, K.R. (2006) Testing for Low-order Dependence in Non-Gaussian Time Series Data, Draft Paper, Monash University.

  18. [26] McKenzie, E. (1988) Some ARMA Models for Dependent Sequences of Poison Counts, Advances in Applied Probability, 20, 822-835.
    Paper not yet in RePEc: Add citation now
  19. [27] Ord, J.K., Koehler, A.B. and Snyder, R.D. (1997) Estimation and Prediction of a Class of Dynamic Nonlinear Statistical Models, Journal of the American Statistical Association, 92, 1621-1629.

  20. [28] Shephard, N. (1995) Generalized Linear Autoregressions, Working Paper, Nuffield College, Oxford.

  21. [29] Strickland, C.M., C.S. Forbes and Martin, G.M. (2006) Bayesian Analysis of the Stochastic Conditional Duration Model, Computational Statistics and Data Analysis (Special Issue on Statistical Signal Extraction and Filtering), 50, 2247-2267.

  22. [3] Brown, R.G. (1959), Statistical Forecasting for Inventory Control, McGraw-Hill, New York.
    Paper not yet in RePEc: Add citation now
  23. [30] West, M., Harrison, J. and Migon, H.S. (1985) Dynamic Generalized Models and Bayesian Forecasting (with Discussion), Journal of the American Statistical Association, 80, 73-97.
    Paper not yet in RePEc: Add citation now
  24. [31] West, M., and Harrison, J. (1997), Bayesian Forecasting and Dynamic Models, second edition, Springer-Verlag, New York.
    Paper not yet in RePEc: Add citation now
  25. [32] White, S.I., Clements, A. and Hum, 5. (2004) Discretized Non-Linear Filtering for Dynamic Latent Variable Models: with Application to Stochastic Volatility, Draft Paper, Queensland University of Technology.

  26. [33] Zeger, S.L. (1988) A Regression Model for Time Series of Counts, Biometrika, 75, 621629.
    Paper not yet in RePEc: Add citation now
  27. [34] Zu, R. and Joe, H. (2006) Modelling Count Time Series with Markov Processes Based on Binomial Thinning, Journal of Time Series Analysis, 27, 725-738. 28

  28. [4] Chan, K.S. and Ledolter, J. (1995) Monte Carlo EM Estimation for Time Series Models Involving Counts, Journal of the Americal Statistical Association, 90, 242-252.
    Paper not yet in RePEc: Add citation now
  29. [5] Cox, D.R. (1981) Statistical Analysis of Time Series: Some Recent Developments, Scandanavian Journal of Statistics, 8, 93-115.
    Paper not yet in RePEc: Add citation now
  30. [6] Davis, R.A., Dunsmuir, W.T.M. and Wang, Y. (1999) Modelling Time Series of Counts, in Ghosh, S. ed. Asymptotics, Nonparametrics and Time Series, A Tribute to MadanPun, 63-113, Marcel Dekker.
    Paper not yet in RePEc: Add citation now
  31. [7] Davis, R.A., Dunsmuir, W.T.M. and Wang, Y. (2000) On Autocorrelation in a Poisson Regression Model, Biometrika, 87, 491-505.
    Paper not yet in RePEc: Add citation now
  32. [8] Davis, R.A., Dunsmuir, W.T.M. and Streett, 5. (2003) Observation-driven Models for Poisson Counts, Biometrika, 90, 777-790.

  33. [9] Durbin, J. and Koopman, S.J. (2000) Time Series Analysis of Non-Gaussian Observations Based on State Space Models from both Classical and Bayesian Perspectives, Journal of the Royal Statistical Society, 62, 3-56.

Cocites

Documents in RePEc which have cited the same bibliography

  1. Solution and Estimation Methods for DSGE Models. (2016). Schorfheide, Frank ; Rubio-Ramirez, Juan F ; Fernandez-Villaverde, Jesus.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:21862.

    Full description at Econpapers || Download paper

  2. Price Discovery in European Agricultural Markets: When Do Futures Contracts Matter?. (2015). Adammer, Philipp ; Bohl, Martin T.
    In: CQE Working Papers.
    RePEc:cqe:wpaper:4415.

    Full description at Econpapers || Download paper

  3. A dynamic linear model with extended skew-normal for the initial distribution of the state parameter. (2014). Migon, Helio S. ; da-Silva, Cibele Queiroz ; Cabral, Celso Romulo Barbosa, .
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:74:y:2014:i:c:p:64-80.

    Full description at Econpapers || Download paper

  4. Approximate conditional least squares estimation of a nonlinear state-space model via an unscented Kalman filter. (2014). Ahn, Kwang Woo ; Chan, Kung-Sik.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:69:y:2014:i:c:p:243-254.

    Full description at Econpapers || Download paper

  5. .

    Full description at Econpapers || Download paper

  6. Inflation targeting in Mexico. (2013). Ferreiro, Jesus ; Carrasco, Carlos.
    In: Journal of Post Keynesian Economics.
    RePEc:mes:postke:v:35:y:2013:i:3:p:341-372.

    Full description at Econpapers || Download paper

  7. Efficient learning via simulation: A marginalized resample-move approach. (2013). Li, Junye ; Fulop, Andras.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:176:y:2013:i:2:p:146-161.

    Full description at Econpapers || Download paper

  8. Yield Curve Dynamics: Regional Common Factor Model. (2011). Sopov, Boril ; Seidler, Jakub.
    In: Prague Economic Papers.
    RePEc:prg:jnlpep:v:2011:y:2011:i:2:id:393:p:140-156.

    Full description at Econpapers || Download paper

  9. Systemic risk diagnostics: coincident indicators and early warning signals. (2011). Schwaab, Bernd ; Lucas, Andre ; Koopman, Siem Jan.
    In: Working Paper Series.
    RePEc:ecb:ecbwps:20111327.

    Full description at Econpapers || Download paper

  10. Measuring the NAIRU: a complementary approach. (2011). Lemoine, Matthieu ; de la Serve, marie-elisabeth ; De la SERVE, M-E., .
    In: Working papers.
    RePEc:bfr:banfra:342.

    Full description at Econpapers || Download paper

  11. Real-time nowcasting of GDP: Factor model versus professional forecasters. (2010). Liebermann, Joëlle.
    In: MPRA Paper.
    RePEc:pra:mprapa:28819.

    Full description at Econpapers || Download paper

  12. Gathering insights on the forest from the trees: a new metric for financial conditions. (2010). Brave, Scott ; Butters, Andrew R..
    In: Working Paper Series.
    RePEc:fip:fedhwp:wp-2010-07.

    Full description at Econpapers || Download paper

  13. Common business and housing market cycles in the Euro area from a multivariate decomposition.. (2010). Koopman, Siem Jan ; Ferrara, Laurent ; Koopman, S J., .
    In: Working papers.
    RePEc:bfr:banfra:275.

    Full description at Econpapers || Download paper

  14. Hyper-spherical and Elliptical Stochastic Cycles. (2009). Proietti, Tommaso ; Luati, Alessandra.
    In: MPRA Paper.
    RePEc:pra:mprapa:15169.

    Full description at Econpapers || Download paper

  15. Methodological Procedure for Estimating Brazilian Quarterly GDP Series. (2009). Cerqueira, Luiz ; Fernandes, Cristiano ; Pizzinga, Adrian.
    In: International Advances in Economic Research.
    RePEc:kap:iaecre:v:15:y:2009:i:1:p:102-114.

    Full description at Econpapers || Download paper

  16. Volatility and covariation of financial assets: a high-frequency analysis. (2009). Cartea, Álvaro ; Karyampas, Dimitrios.
    In: DEE - Working Papers. Business Economics. WB.
    RePEc:cte:wbrepe:wb097609.

    Full description at Econpapers || Download paper

  17. Parameter Driven Multi-state Duration Models: Simulated vs. Approximate Maximum Likelihood Estimation. (2008). André A. Monteiro, .
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20080021.

    Full description at Econpapers || Download paper

  18. Model-based Estimation of High Frequency Jump Diffusions with Microstructure Noise and Stochastic Volatility. (2008). Bos, Charles.
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20080011.

    Full description at Econpapers || Download paper

  19. An Hourly Periodic State Space Model for Modelling French National Electricity Load. (2008). Ooms, Marius ; Koopman, Siem Jan ; Collet, J. ; Dessertaine, A. ; Dordonnat, V..
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20080008.

    Full description at Econpapers || Download paper

  20. Optimal Linear Filtering, Smoothing and Trend Extraction for Processes with Unit Roots and Cointegration. (2008). Thomakos, Dimitrios.
    In: Working Paper series.
    RePEc:rim:rimwps:14_08.

    Full description at Econpapers || Download paper

  21. Structural Time Series Models for Business Cycle Analysis. (2008). Proietti, Tommaso.
    In: MPRA Paper.
    RePEc:pra:mprapa:6854.

    Full description at Econpapers || Download paper

  22. The U.S. Divorce Rate: The 1960s Surge Versus Its Long-Run Determinants. (2008). Zietz, Joachim ; Nunley, John.
    In: MPRA Paper.
    RePEc:pra:mprapa:16317.

    Full description at Econpapers || Download paper

  23. Learning about beta: time-varying factor loadings, expected returns, and the conditional CAPM. (2008). Adrian, Tobias ; Franzoni, Francesco.
    In: Staff Reports.
    RePEc:fip:fednsr:193.

    Full description at Econpapers || Download paper

  24. Short-term forecasting of GDP using large monthly datasets: a pseudo real-time forecast evaluation exercise.. (2008). Rua, António ; Rünstler, Gerhard ; Barhoumi, Karim ; Jakaitiene, Audrone ; Reijer, Ard ; Cristadoro, Riccardo ; Benk, Szilard ; Jelonek, P. ; Ruth, K. ; Runstler, G. ; Van Nieuwenhuyze, C. ; Den Reijer, A..
    In: Working papers.
    RePEc:bfr:banfra:215.

    Full description at Econpapers || Download paper

  25. Long Memory Modelling of Inflation with Stochastic Variance and Structural Breaks. (2007). Ooms, Marius ; Koopman, Siem Jan ; Bos, Charles.
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20070099.

    Full description at Econpapers || Download paper

  26. Analyzing the Term Structure of Interest Rates using the Dynamic Nelson-Siegel Model with Time-Varying Parameters. (2007). van der Wel, Michel ; Koopman, Siem Jan ; Max I. P. Mallee, .
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20070095.

    Full description at Econpapers || Download paper

  27. Quantile Forecasting for Credit Risk Management using possibly Mis-specified Hidden Markov Models. (2007). Lucas, Andre ; Banachewicz, Konrad ; André Lucas, .
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20070046.

    Full description at Econpapers || Download paper

  28. Estimating Systematic Continuous-time Trends in Recidivism using a Non-Gaussian Panel Data Model. (2007). Ooms, Marius ; Lucas, Andre ; Koopman, Siem Jan ; van Montfort, Kees ; André Lucas, ; van der Geest, Victor.
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20070027.

    Full description at Econpapers || Download paper

  29. Dynamic Correlations and Optimal Hedge Ratios. (2007). Bos, Charles ; Gould, Phillip .
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20070025.

    Full description at Econpapers || Download paper

  30. An empirical study of corporate bond pricing with unobserved capital structure dynamics.. (2007). Maclachlan, Iain C.
    In: MPRA Paper.
    RePEc:pra:mprapa:28416.

    Full description at Econpapers || Download paper

  31. Descomposición Estructural de las Series de Desempleo: Una Aplicación para las Ciudades de la Región del Bío Bío. (2007). Contreras, Sergio ; Pino, Osvaldo ; Acua, Andres.
    In: MPRA Paper.
    RePEc:pra:mprapa:14692.

    Full description at Econpapers || Download paper

  32. An Assessment of Alternative State Space Models for Count Time Series. (2007). Snyder, Ralph ; Martin, Gael ; Gould, Phillip ; Feigin, Paul D..
    In: Monash Econometrics and Business Statistics Working Papers.
    RePEc:msh:ebswps:2007-4.

    Full description at Econpapers || Download paper

  33. Extracting Business Cycles using Semi-parametric Time-varying Spectra with Applications to US Macroeconomic Time Series. (2006). Koopman, Siem Jan ; Wong, Soon Yip.
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20060105.

    Full description at Econpapers || Download paper

  34. Periodic Unobserved Cycles in Seasonal Time Series with an Application to US Unemployment. (2006). Ooms, Marius ; Koopman, Siem Jan ; Hindrayanto, Irma.
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20060101.

    Full description at Econpapers || Download paper

  35. Return-based style analysis with time-varying exposures. (2006). van der Sluis, Pieter ; Swinkels, Laurens.
    In: The European Journal of Finance.
    RePEc:taf:eurjfi:v:12:y:2006:i:6-7:p:529-552.

    Full description at Econpapers || Download paper

  36. Inference for Adaptive Time Series Models: Stochastic Volatility and Conditionally Gaussian State Space Form. (2006). Shephard, Neil ; Bos, Charles.
    In: Econometric Reviews.
    RePEc:taf:emetrv:v:25:y:2006:i:2-3:p:219-244.

    Full description at Econpapers || Download paper

  37. Trend-Cycle Decompositions with Correlated Components. (2006). Proietti, Tommaso.
    In: Econometric Reviews.
    RePEc:taf:emetrv:v:25:y:2006:i:1:p:61-84.

    Full description at Econpapers || Download paper

  38. Estimating Price Elasticities of Supply for Cotton: A Structural Time-Series Approach. (2006). Shepherd, Ben.
    In: MPRA Paper.
    RePEc:pra:mprapa:1252.

    Full description at Econpapers || Download paper

  39. On Importance Sampling for State Space Models. (2005). Koopman, Siem Jan ; Jungbacker, Borus.
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20050117.

    Full description at Econpapers || Download paper

  40. The Impact of Central Bank FX Interventions on Currency Components. (2005). Bos, Charles ; Beine, Michel ; Laurent, Sebastian .
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20050103.

    Full description at Econpapers || Download paper

  41. The Multi-State Latent Factor Intensity Model for Credit Rating Transitions. (2005). Lucas, Andre ; Koopman, Siem Jan ; André Monteiro, ; André Lucas, .
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20050071.

    Full description at Econpapers || Download paper

  42. 25 Years of IIF Time Series Forecasting: A Selective Review. (2005). Hyndman, Rob ; Gooijer, Jan G. ; De Gooijer, Jan G..
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20050068.

    Full description at Econpapers || Download paper

  43. A Non-Gaussian Panel Time Series Model for Estimating and Decomposing Default Risk. (2005). Lucas, Andre ; Koopman, Siem Jan ; Daniels, Robert ; André Lucas, .
    In: Tinbergen Institute Discussion Papers.
    RePEc:tin:wpaper:20050060.

    Full description at Econpapers || Download paper

  44. Time Series Forecasting: The Case for the Single Source of Error State Space. (2005). Snyder, Ralph ; Ord, John ; Hyndman, Rob ; Leeds, Mark ; Koehler, Anne B.
    In: Monash Econometrics and Business Statistics Working Papers.
    RePEc:msh:ebswps:2005-7.

    Full description at Econpapers || Download paper

  45. Forecasting Time-Series with Correlated Seasonality. (2005). Vahid, Farshid ; Snyder, Ralph ; Ord, John ; Hyndman, Rob ; Gould, Phillip ; Koehler, Anne B..
    In: Monash Econometrics and Business Statistics Working Papers.
    RePEc:msh:ebswps:2004-28.

    Full description at Econpapers || Download paper

  46. Un modelo para la exportación semanal de tomate de Almería/A model for the Weekly Tomato Exports from Almería. (2005). RODRGUEZ, MARTN G. ; PREZ, GUIRAO G ; CÁCERES HERNÁNDEZ, J. J., .
    In: Estudios de Economia Aplicada.
    RePEc:lrk:eeaart:23_3_10.

    Full description at Econpapers || Download paper

  47. Learning about Beta: time-varying factor loadings, expected returns and the conditional CAPM. (2005). Adrian, Tobias ; Franzoni, Francesco.
    In: HEC Research Papers Series.
    RePEc:ebg:heccah:0828.

    Full description at Econpapers || Download paper

  48. A Non-Gaussian Panel Time Series Model for Estimating and Decomposing Default Risk. (2005). .
    In: Working Papers.
    RePEc:dnb:dnbwpp:055.

    Full description at Econpapers || Download paper

  49. A Comparison of Alternative Asymptotic Frameworks to Analyze a Structural Change in a Linear Time Trend. (2005). Perron, Pierre ; Deng, Ai ; Wada, Tatsuma.
    In: Boston University - Department of Economics - Working Papers Series.
    RePEc:bos:wpaper:wp2005-030.

    Full description at Econpapers || Download paper

  50. Impact of jumps on returns and realised variances: econometric analysis of time-deformed Levy processes. (2003). Shephard, Neil.
    In: Economics Papers.
    RePEc:nuf:econwp:0312.

    Full description at Econpapers || Download paper

Coauthors

Authors registered in RePEc who have wrote about the same topic

Report date: 2025-10-05 22:49:06 || Missing content? Let us know

CitEc is a RePEc service, providing citation data for Economics since 2001. Last updated August, 3 2024. Contact: Jose Manuel Barrueco.