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Transformation of the Independent Variables
Abstract
In representing a realationship between a response and a number of independent variables, it is preferable when possible to work with a simple functional form in transformed variables rather than with a more complicated form in the original variables. This paper describes and illustrates a procedure to estimate appropriate transformations in this context.
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Cites
Fisher, R. A. (1936) · BMJ · doi:10.1136/bmj.1.3923.554-a · Cited by 4,980
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Brown, J., West, R., Angus, C., Beard, E., Brennan, A., Drummond, C., Hickman, M., Holmes, J., Kaner, E., & Michie, S. (2016) · British Journal of General Practice · doi:10.3399/bjgp16x683149 · Cited by 96
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Morelli, V., Palmieri, S., Lania, A., Tresoldi, A., Corbetta, S., Cairoli, E., Eller-Vainicher, C., Arosio, M., Copetti, M., Grossi, E., et al. (2017) · European Journal of Endocrinology · doi:10.1530/eje-17-0047 · Cited by 67
Bucholc, M., McClean, P. L., Bauermeister, S., Todd, S., Ding, X., Ye, Q., Wang, D., Huang, W., & Maguire, L. P. (2021) · Alzheimer's & Dementia: Translational Research & Clinical Interventions · doi:10.1002/trc2.12122 · Cited by 64
Is There a Link Between Gastroesophageal Reflux Disease and Atrial Fibrillation?
Kunz, J. S., Hemann, B., Edwin Atwood, J., Jackson, J., Wu, T., & Hamm, C. (2009) · Clinical Cardiology · doi:10.1002/clc.20660 · Cited by 60
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Development of a Clinical Scoring System for Bovine Respiratory Disease in Weaned Dairy Calves
Maier, G. U., Rowe, J. D., Lehenbauer, T. W., Karle, B. M., Williams, D. R., Champagne, J. D., & Aly, S. S. (2019) · Journal of Dairy Science · doi:10.3168/jds.2018-15474 · Cited by 51
Moisá, S. J., Aly, S. S., Lehenbauer, T. W., Love, W. J., Rossitto, P. V., Van Eenennaam, A. L., Trombetta, S. C., Bortoluzzi, E. M., & Hulbert, L. E. (2019) · Journal of Veterinary Diagnostic Investigation · doi:10.1177/1040638718807242 · Cited by 43
Mosler, H.-J., Mosch, S., & Harter, M. (2018) · PLOS ONE · doi:10.1371/journal.pone.0197483 · Cited by 42
Dieudé, M., Correa, J. A., Neville, C., Pineau, C., Levine, J. S., Subang, R., Landolt‐Marticorena, C., Su, J., Kassis, J., Solymoss, S., et al. (2011) · Arthritis & Rheumatism · doi:10.1002/art.30411 · Cited by 18
Metadata
- Authors
- Box, G. E. P., & Tidwell, P. W.
- Venue
- Technometrics
- Publisher
- Informa UK Limited
- Published
- 1962-11
- Volume
- 4
- Issue
- 4
- Pages
- 531-550
- ISSN
- 0040-1706 (ISSN-L)
- 1537-2723
- OpenAlex
- W1967917628
- Cited by
- 994
- References
- 1
- FWCI
- 0.81
- Type
- journal article
- Language
- en
- Open access
- closed
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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.
