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Outlier detection in the state space model

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Publication:1332874
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DOI10.1016/0167-7152(94)90030-2zbMath0800.62558OpenAlexW2036370882MaRDI QIDQ1332874

Ram C. Tiwari, Siddhartha Chib

Publication date: 5 September 1994

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0167-7152(94)90030-2


Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10)


Related Items

Bayes inference in the Tobit censored regression model, Bayesian approach to outlier detection in multivariate normal samples and linear models



Cites Work

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  • Bayesian regression diagnostics with applications to international consumption and income data
  • Bayesian forecasting and dynamic models
  • Bayesian residual analysis in the presence of censoring
  • Covariances for smoothed estimates in state space models
  • A Bayesian approach to outlier detection and residual analysis
  • Bayesian Analysis of Regression Error Terms
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