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Generalized Linear Models [PDF]

open access: possibleThe American Statistician, 1994
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The generalized linear model

1981
In Chapter 3 and 4 the method of maximum likelihood was introduced as a general method by which a model could be fitted to data. In Chapter 5 we specialized by restricting ourselves to normally distributed random variables, and to cases where the model is linear in the unknown parameters.
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General Linear Model

2020
Second-level analyses allow researchers to make inferences about properties of groups or populations, by generalizing from the observations of only a subset of subjects in a study. This chapter describes the mathematics behind the General Linear Model (GLM), the approach used in CONN for all second-level analyses of functional connectivity measures ...
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General linear model

2012
Miriam Leah Zelditch   +2 more
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Generalized Partially Linear Single-Index Models

Journal of the American Statistical Association, 1997
Raymond J Carroll   +2 more
exaly   +2 more sources

LINEAR MODEL AND GENERALIZED LINEAR MODEL

2017
Tong Wang   +7 more
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Reliable Estimation of Generalized Linear Mixed Models using Adaptive Quadrature

The Stata Journal, 2002
Sophia Rabe-Hesketh   +2 more
exaly  

Generalized model for linear referencing

Proceedings of the 7th ACM international symposium on Advances in geographic information systems, 1999
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A general and simple method for obtaining R 2 from generalized linear mixed‐effects models

Methods in Ecology and Evolution, 2013
Shinichi Nakagawa, Holger Schielzeth
exaly  

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