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Update Generalized Linear Models
authored
Jan 02, 2021
by
Mortaheb Sepehr
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Generalized-Linear-Models.md
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@@ -48,7 +48,10 @@ When constructing a generalized linear model, three major decisions must be made
src="https://latex.codecogs.com/svg.latex?f(y;&space;\mu,\phi)=\frac{1}
{\Gamma(\phi^{-1})}(\frac{1}{\mu\phi})^{1/\phi}y^{1/\phi-1}exp(\frac{-y}
{\mu\phi})" title="f(y; \mu,\phi)=\frac{1}{\Gamma(\phi^{-1})}(\frac{1}
{\mu\phi})^{1/\phi}y^{1/\phi-1}exp(\frac{-y}{\mu\phi})" /></a>
{\mu\phi})^{1/\phi}y^{1/\phi-1}exp(\frac{-y}{\mu\phi})" /></a>
for <a href="https://www.codecogs.com/eqnedit.php?latex=y&space;>&space;0"
target="_blank"><img src="https://latex.codecogs.com/svg.latex?
y&space;>&space;0" title="y > 0" /></a>
* Inverse Gaussian: <a href="https://www.codecogs.com/eqnedit.php?
latex=f(y;&space;\mu,&space;\phi)=\frac{1}
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@@ -59,6 +62,10 @@ When constructing a generalized linear model, three major decisions must be made
{\sqrt{2\pi&space;y^3&space;\phi}}exp(-\frac{(y-\mu)^2}
{2\mu^2\phi&space;y})" title="f(y; \mu, \phi)=\frac{1}{\sqrt{2\pi
y^3 \phi}}exp(-\frac{(y-\mu)^2}{2\mu^2\phi y})" /></a>
for <a href="https://www.codecogs.com/eqnedit.php?
latex=y&space;>&space;0" target="_blank"><img
src="https://latex.codecogs.com/svg.latex? y&space;>&space;0"
title="y > 0" /></a>
- Discrete variables:
* Poisson: <a href="https://www.codecogs.com/eqnedit.php?
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