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gptkbp:instanceOf
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gptkb:statistical_analysis
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gptkbp:abbreviation
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gptkb:GLM
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gptkbp:application
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gptkb:statistical_analysis
biostatistics
social sciences
econometrics
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gptkbp:citation
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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
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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
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gptkb:machine_learning
data science
statistics
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gptkbp:generalizes
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gptkb:Poisson_regression
linear regression
logistic regression
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gptkbp:introducedIn
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1972
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gptkbp:parameterEstimationMethod
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maximum likelihood estimation
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gptkbp:relatedTo
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gptkb:generalized_estimating_equations
generalized additive model
mixed-effects model
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gptkbp:software
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gptkb:SAS
gptkb:Python_(statsmodels)
gptkb:Stata
R
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gptkbp:uses
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exponential family distribution
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gptkbp:bfsParent
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gptkb:General_linear_model
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gptkbp:bfsLayer
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7
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https://www.w3.org/2000/01/rdf-schema#label
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Generalized linear model
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