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gptkbp:instanceOf
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statistical analysis
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gptkbp:abbreviation
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gptkb:GLM
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gptkbp:application
|
biostatistics
social sciences
statistical analysis
econometrics
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gptkbp:citation
|
Nelder, J.A. and Wedderburn, R.W.M. (1972). Generalized Linear Models. Journal of the Royal Statistical Society, Series A, 135(3), 370–384.
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gptkbp:component
|
link function
random component
systematic component
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gptkbp:developedBy
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gptkb:John_Nelder
gptkb:Robert_Wedderburn
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gptkbp:field
|
gptkb:machine_learning
data science
statistics
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gptkbp:generalizes
|
gptkb:Poisson_regression
linear regression
logistic regression
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|
https://www.w3.org/2000/01/rdf-schema#label
|
Generalized linear model
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gptkbp:introducedIn
|
1972
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gptkbp:parameterEstimationMethod
|
maximum likelihood estimation
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gptkbp:relatedTo
|
gptkb:generalized_estimating_equations
generalized additive model
mixed-effects model
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gptkbp:software
|
gptkb:SAS
gptkb:Python_(statsmodels)
gptkb:Stata
R
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gptkbp:uses
|
exponential family distribution
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gptkbp:bfsParent
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gptkb:Logistic_regression
gptkb:General_linear_model
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gptkbp:bfsLayer
|
7
|