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Analysis of deviance for nested generalized linear models
...
Area of mathematics
Probability and statistics
Statistical modelling
Statistical hypothesis testing
Likelihood-ratio test
Generalized likelihood-ratio test
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The deviance of a fitted generalized linear model is
D
=
2
{
ℓ
sat
−
ℓ
fit
}
.
(212)
For regular nested models, the deviance reduction
D
0
−
D
1
=
2
(
ℓ
1
−
ℓ
0
)
is asymptotically chi-squared with degrees of freedom equal to the difference in fitted dimensions.
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(8)
Generalized likelihood-ratio test
Likelihood-ratio test
Statistical hypothesis testing
Statistical modelling
Probability and statistics
Area of mathematics
Mathematics
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