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Binomial regression

In statistics, binomial regression is a regression analysis technique in which the response (often referred to as Y) has a binomial distribution: it is the number of successes in a series of ⁠ n {\displaystyle n} ⁠ independent Bernoulli trials, where each trial has probability of success ⁠ p {\displaystyle p} ⁠. In binomial regression, the probability of…

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Specification of model

Link functions

Comparison with binary regression

Comparison with binary choice models

Latent variable interpretation / derivation

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Binomial regression

Nodes61
Edges60
Triples23
Avg. degree1.97
Density0.032787
Components1

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Binomial regression

Top relations

related to Further reading · 10
Binomial regression → American Statistical Association, Binomial Regression Models, Dean, Informa UK Limited, ISSN, Journal, JSTOR, Overdispersion, Poisson, Testing
related to Specification of model · 5
Binomial regression → Common, The, This, Typically, Y/n
related to Comparison with binary regression · 4
Binomial regression → An, Binomial, If, This
related to Example application · 3
Binomial regression → In, The, There
is a · 1
Binomial regression → regression analysis technique in which the response

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Important terminology

regression binomial model displaystyle distribution binary logistic variable function probability models variables normal linear one data response distributed standard explanatory

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SubjectPredicateObjectConfidenceSrc
Binomial regressionis aregression analysis technique in which the response0.90text
Binomial regressionrelated to Comparison with binary regressionBinomial0.60section
Binomial regressionrelated to Comparison with binary regressionIf0.60section
Binomial regressionrelated to Comparison with binary regressionThis0.60section
Binomial regressionrelated to Comparison with binary regressionAn0.60section
Binomial regressionrelated to Example applicationIn0.60section
Binomial regressionrelated to Example applicationThe0.60section
Binomial regressionrelated to Example applicationThere0.60section
Binomial regressionrelated to Further readingDean0.60section
Binomial regressionrelated to Further readingTesting0.60section
Binomial regressionrelated to Further readingOverdispersion0.60section
Binomial regressionrelated to Further readingPoisson0.60section

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