PARAMETRIC AND NONPARAMETRIC REGRESSION WITH MISSING X'S—A REVIEW

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TOUTENBURG H.; HEUMANN CH.; NITTNER T.; SCHEID S.

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ISSN: 2588-4824

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Journal: JOURNAL OF THE IRANIAN STATISTICAL SOCIETY (JIRSS) Year:2002 | Volume:1 | Issue:1-2 Page(s): 79-109

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Information Journal Paper

Title

PARAMETRIC AND NONPARAMETRIC REGRESSION WITH MISSING X'S—A REVIEW

Author(s)

TOUTENBURG H. | HEUMANN CH. | NITTNER T. | SCHEID S. | Issue Writer Certificate

Keywords

GENERALIZED ADDITIVE MODELS

IMPUTATION

MISSING DATA MECHANISM

MSE–SUPERIORITY

REGRESSION ANALYSIS

Abstract

This paper gives a detailed overview of the problem of missing data in parametric and nonparametric regression. Theoretical basics, properties as well as simulation results may help the reader to get familiar with the common problem of incomplete data sets. Of course, not all occurrences can be discussed so this paper could be seen as an introduction to missing data within REGRESSION ANALYSIS and as an extension to the early paper of [19].

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APA: Copy

TOUTENBURG, H., HEUMANN, CH., NITTNER, T., & SCHEID, S.. (2002). PARAMETRIC AND NONPARAMETRIC REGRESSION WITH MISSING X'S—A REVIEW . JOURNAL OF THE IRANIAN STATISTICAL SOCIETY (JIRSS), 1(1-2), 79-109. SID. https://sid.ir/paper/528530/en

Vancouver: Copy

TOUTENBURG H., HEUMANN CH., NITTNER T., SCHEID S.. PARAMETRIC AND NONPARAMETRIC REGRESSION WITH MISSING X'S—A REVIEW . JOURNAL OF THE IRANIAN STATISTICAL SOCIETY (JIRSS)[Internet]. 2002;1(1-2):79-109. Available from: https://sid.ir/paper/528530/en

IEEE: Copy

H. TOUTENBURG, CH. HEUMANN, T. NITTNER, and S. SCHEID, “PARAMETRIC AND NONPARAMETRIC REGRESSION WITH MISSING X'S—A REVIEW ,” JOURNAL OF THE IRANIAN STATISTICAL SOCIETY (JIRSS), vol. 1, no. 1-2, pp. 79–109, 2002, [Online]. Available: https://sid.ir/paper/528530/en

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