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Missing Data Substitution for Enhanced Robust Filtering and Forecasting in Linear State-Space Models. (2025). Szerszen, Pawel J ; Dobrev, Dobrislav.
In: Finance and Economics Discussion Series.
RePEc:fip:fedgfe:2025-01.

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  1. Breiman, L. (1996). Bagging predictors. Machine Learning, 24(2):123–140. Calvet, L. E., Czellar, V., and Ronchetti, E. (2015). Robust filtering. Journal of the American Statistical Association, 110(512):1591–1606.
    Paper not yet in RePEc: Add citation now
  2. Crevits, R. and Croux, C. (2017). Robust estimation of linear state space models.
    Paper not yet in RePEc: Add citation now
  3. 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: Series B (Statistical Methodology), 62(1):3–56.

  4. Faust, J. and Wright, J. H. (2013). Forecasting inflation. volume 2, chapter Chapter 1, pages 2–56. Elsevier.

  5. Federal Reserve Board (2015). Why does the federal reserve aim for 2 percent inflation over time? https://www.federalreserve.gov/faqs/economy_14400.htm. Last Update: 2015-01-26.
    Paper not yet in RePEc: Add citation now
  6. Harvey, A. and Luati, A. (2014). Filtering with heavy tails. Journal of the American Statistical Association, 109(507):1112–1122.

  7. Heskes, T. (1998). Bias/variance decompositions for likelihood-based estimators. Neural Computation, 10:1425–1433.
    Paper not yet in RePEc: Add citation now
  8. James, G. (2003). Variance and bias for general loss functions. Machine Learning, 51:115—-135.
    Paper not yet in RePEc: Add citation now
  9. James, G. and Hastie, T. (1997). Generalizations of the bias/variance decomposition for prediction error. Technical report.
    Paper not yet in RePEc: Add citation now
  10. Maı̀z, C., Molanes-Lòpez, E., Mı̀guez, J., and Djuric̀, P. (2012). A particle filtering scheme for processing time series corrupted by outliers. IEEE Transactions on Signal Processing, 60(9):4611–4627.
    Paper not yet in RePEc: Add citation now
  11. Sims, C. A. (2003). Implications of rational inattention. Journal of Monetary Economics, 50:665–690.

  12. Sims, C. A. (2011). Rational inattention and monetary economics. In Handbook of Monetary Economics, volume 3A, chapter 4, pages 155–181. Elsevier.
    Paper not yet in RePEc: Add citation now
  13. Stock, J. H. and Watson, M. W. (2007). Why has us inflation become harder to forecast? Journal of Money, Credit and banking, 39(s1):3–33.

  14. Stock, J. H. and Watson, M. W. (2016). Core inflation and trend inflation. Review of Economics and Statistics, 98(4):770–784.

  15. Vos, P. and Wu, Q. (2015). Maximum likelihood estimators uniformly minimize distribution variance among distribution unbiased estimators in exponential families. Bernoulli, 21(4):2120–2138.
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  16. Wu, Q. and Vos, P. (2012). Decomposition of Kullback–Leibler risk and unbiasedness for parameter-free estimators. Journal of Statistical Planning and Inference, 142:1525–1536.
    Paper not yet in RePEc: Add citation now

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