A Comparison of Missing-Data Procedures for Arima Time-Series Analysis

By Wayne F. Velicer, Suzanne M. Colby. 2005

101 citations recorded by the source corpus.

Subfields: Management Science and Operations Research, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/9a677fe1c9b98214b964e69548e815b3cff26c46

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In Management Science and Operations Research

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In Statistics and Probability

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Citations in the corpus

• Single-Case Experimental Designs: A Systematic Review of Published Research and Current Standards (2012, methodology): “…of options such as full information maximum likelihood estimation, multiple imputation, or the Kalman filter (see Box & Jenkins, 1970; Hamilton, 1994; Shumway & Stoffer, 1982) because listwise deletion has been shown to result in inaccurate time-series parameter estimates (Velicer & Colby, 2005a).”