Generalized Linear Models
Abstract
The success of the first edition of Generalized Linear Models led to the updated Second Edition, which continues to provide a definitive unified, treatment of methods for the analysis of diverse types of data. Today, it remains popular for its clarity, richness of content and direct relevance to agricultural, biological, health, engineering, and ot
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The difference between the devianza of two models is distributed according to a chi-square distribution with as many degrees of freedom as the number of parameters in which compared models differ.
“It is known that the difference between the devianza of two models is distributed according to a chi-square distribution with as many degrees of freedom as the number of parameters in which compared models differ (McCullagh and Nelder, 2019).”
From Online ACT intervention for fibromyalgia: An exploratory study of feasibility and preliminary effectiveness with smartphone-delivered experiential sampling assessment (2022) · cites this paper as McCullagh and Nelder, 2019
Cited by
Sorted by citations
Explainable AI: a review of machine learning interpretability methods
Linardatos, P., Papastefanopoulos, V., & Kotsiantis, S. (2020) · Entropy · doi:10.3390/e23010018 · Cited by 2,922 · see citing works
Corna, A., Ramesh, P., Jetter, F., Lee, M.-J., Macke, J. H., & Zeck, G. (2021) · Journal of Neural Engineering · doi:10.1088/1741-2552/ac0679 · Cited by 18 · see citing works
Sex differences in 50 kHz call subtypes emitted during tickling-induced playful behaviour in rats.
Tivey, E. K. L., Martin, J. E., Brown, S. M., Bombail, V., Lawrence, A. B., & Meddle, S. L. (2022) · Scientific Reports · doi:10.1038/s41598-022-19362-7 · Cited by 13 · see citing works
de la Coba, P., Rodríguez-Valverde, M., & Hernández-López, M. (2022) · Internet Interventions · doi:10.1016/j.invent.2022.100561 · Cited by 5 · see citing works
- Authors
- McCullagh, P., & Nelder, J. A.
- Venue
- Routledge eBooks
- Publisher
- Routledge
- Published
- 2019-01-22
- OpenAlex
- W4288625073
- Cited by
- 1,013
- References
- 0
- Citations by year
- 2026: 161 · 2025: 212 · 2024: 145 · 2023: 112 · 2022: 107 · 2021: 69 · 2020: 49 · 2019: 24 · 2018: 10 · 2017: 2 · 2016: 9 · 2015: 7 · 2014: 8 · 2013: 6 · 2012: 8
- FWCI
- 22.80
- Type
- book
- Language
- en
- Open access
- closed
- Locations
- Routledge eBooks (publishedVersion)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Bayesian Inference
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Applications
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Distribution Estimation and Applications
- Keywords
- generalized linear models, regression analysis, categorical data analysis, probability distributions, link functions, statistical inference
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.
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