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Applied Logistic Regression
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“Nonsignificant variables artificially inflate fit indicators (Hosmer & Lemeshow, 2000) and were removed.”
From Demographics, Purpose, and Dreams: Predicting Entering College as an Undecided Major Student (2023) · cites this paper as Hosmer & Lemeshow, 2000
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“A linear relationship between age and the log-odds of ALS was supported by (i) a plot of quartile-specific odds ratios by the midpoint age of each quartile; (ii) a Lowess smoothed scatterplot of age; (iii) fractional polynomial analysis (45).”
From Association of ALS with head injury, cigarette smoking and APOE genotypes (2010) · cites this paper as [45]
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Metadata
- Authors
- Hosmer, D. W., & Lemeshow, S.
- Venue
- Wiley eBooks
- Publisher
- Wiley
- Published
- 2000-09-13
- OpenAlex
- W4299689471
- Cited by
- 20,302
- References
- 0
- Citations by year
- 2026: 488 · 2025: 643 · 2024: 726 · 2023: 821 · 2022: 990 · 2021: 1130 · 2020: 1005 · 2019: 902 · 2018: 874 · 2017: 833 · 2016: 921 · 2015: 1018 · 2014: 1196 · 2013: 1145 · 2012: 1217
- FWCI
- 80.06
- Type
- book
- Language
- en
- Open access
- closed
- Locations
- Wiley eBooks (publishedVersion)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Epidemiology
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Bayesian Inference
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Applications
- Keywords
- logistic regression, binary response models, categorical data analysis, odds ratio, odds ratio estimation, goodness of fit, model selection, overdispersion
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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