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Applied Regression Analysis: A Research Tool
Abstract
Review of Simple Regression.- Introduction to Matrices.- Multiple Regression in Matrix Notation.- Analysis of Variance and Quadratic Forms.- Case Study: Five Independent Variables.- Geometry of Least Squares.- Model Development: Variable Selection.- Polynomial Regression.- Class Variables in Regression.- Problem Areas in Least Squares.- Regression Diagnostics.- Transformation of Variables.- Collinearity.- Case Study: Collinearity Problems.- Models Nonlinear in the Parameters.- Case Study: Response Curve Modeling.- Analysis of Unbalanced Data.- Mixed Effects Models.- Case Study: Analysis of Unbalanced Data.- Appendix Tables.- References.- Author Index.- Subject Index.
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Cited by
Dormann, C. F., Elith, J., Bacher, S., Buchmann, C., Carl, G., Carré, G., Marquéz, J. R. G., Gruber, B., Lafourcade, B., Leitão, P. J., et al. (2013) · Ecography · doi:10.1111/j.1600-0587.2012.07348.x · Cited by 9,998
Estimation of heritability and prediction of selection response in plant populations
Nyquist, W. E., & Baker, R. J. (1991) · Critical Reviews in Plant Sciences · doi:10.1080/07352689109382313 · Cited by 880
Saud, S., Chen, S., Haseeb, A., & Sumayya (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.119518 · Cited by 513
Lipids, apolipoproteins, and their ratios in relation to cardiovascular events with statin treatment
Kastelein, J. J. P., van der Steeg, W. A., Holme, I., Gaffney, M., Cater, N. B., Barter, P., Deedwania, P., Olsson, A. G., Boekholdt, S. M., Demicco, D. A., et al. (2008) · Circulation · doi:10.1161/circulationaha.107.713438 · Cited by 478
Hart, M. A., & Sailor, D. J. (2009) · Theoretical and Applied Climatology · doi:10.1007/s00704-008-0017-5 · Cited by 444
Metadata
- Authors
- Wisniewski, M., & Rawlings, J. O.
- Venue
- Journal of the Operational Research Society
- Publisher
- Palgrave Macmillan
- Published
- 1990-08-01
- Volume
- 41
- Issue
- 8
- Pages
- 782-782
- ISSN
- 0160-5682 (ISSN-L)
- OpenAlex
- W2798102897
- Cited by
- 1,084
- References
- 0
- FWCI
- 14.47
- Type
- journal article
- Language
- en
- Open access
- closed
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- Wisniewski, M., & Rawlings, J. O. (1990). Applied Regression Analysis: A Research Tool. Journal of the Operational Research Society. https://doi.org/10.2307/2583482
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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
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.
