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Cited by 3,690

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Classical and Modern Regression With Applications.

Steinhorst, R. Kirk, Myers, Raymond H.·1988·Journal of the American Statistical Association

Abstract

The author emphasizes applications with examples that illustrate nearly all the techniques discussed. Applications have been selected from physical sciences, engineering, biology, management science and economics. Emphasis is also placed on concepts with a blend between illustrations using real data sets and mathematical and conceptual development. Expanded coverage includes: simultaneous influence, maximum likelihood estimation of parameters, and the plotting of residuals, the use of the general linear hypothesis, indicator variables, the geometry of least squares, the relationship to ANOVA models, Box-Cox transformation with illustrations, categorical response, other nonnormal error situations, autocorrelated errors and logistic regression.

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Metadata

Authors
Steinhorst, R. K., & Myers, R. H.
Venue
Journal of the American Statistical Association
Publisher
JSTOR
Published
1988-03
Volume
83
Issue
401
Pages
271
ISSN
0162-1459 (ISSN-L)
OpenAlex
W2898519191
Cited by
3,690
References
0
FWCI
22.80
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Classical and Modern Regression With Applications. https://app.cochat.ai/papers/10.2307/2288958
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Steinhorst, R. K., & Myers, R. H. (1988). Classical and Modern Regression With Applications. Journal of the American Statistical Association. https://doi.org/10.2307/2288958

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.