• Title/Summary/Keyword: Resistant Poisson Regression

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Resistant Poisson Regression and Its Application (저항적 포아송 회귀와 활용)

  • Huh, Myung-Hoe;Sung, Nae-Kyung;Lim, Yong-Bin
    • Journal of Korean Society for Quality Management
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    • v.33 no.1
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    • pp.83-87
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    • 2005
  • For the count response we normally consider Poisson regression model. However, the conventional fitting algorithm for Poisson regression model is not reliable at all when the response variable is measured with sizable contamination. In this study, we propose an alternative fitting algorithm that is resistant to outlying values in response and report a case study in semiconductor industry.