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Update Generalized Linear Models authored by Mortaheb Sepehr's avatar Mortaheb Sepehr
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...@@ -37,10 +37,21 @@ When constructing a generalized linear model, three major decisions must be made ...@@ -37,10 +37,21 @@ When constructing a generalized linear model, three major decisions must be made
f(y;&space;\mu,&space;\sigma^2)=\frac{1}{\sqrt{2\pi\sigma^2}}exp(\frac{-(y- f(y;&space;\mu,&space;\sigma^2)=\frac{1}{\sqrt{2\pi\sigma^2}}exp(\frac{-(y-
\mu)^2}{2\sigma^2})" title="f(y; \mu, \sigma^2)=\frac{1} \mu)^2}{2\sigma^2})" title="f(y; \mu, \sigma^2)=\frac{1}
{\sqrt{2\pi\sigma^2}}exp(\frac{-(y-\mu)^2}{2\sigma^2})" /></a> for <a {\sqrt{2\pi\sigma^2}}exp(\frac{-(y-\mu)^2}{2\sigma^2})" /></a> for <a
href="https://www.codecogs.com/eqnedit.php?latex=-\infty<y<\infty" href="https://www.codecogs.com/eqnedit.php?latex=-\infty&space;
target="_blank"><img src="https://latex.codecogs.com/svg.latex?- <&space;y&space;<&space;\infty" target="_blank"><img
\infty<y<\infty" title="-\infty<y<\infty" /></a> src="https://latex.codecogs.com/svg.latex?-\infty&space;<&space;y&space;
* Gamma <&space;\infty" title="-\infty < y < \infty" /></a>
* Gamma: <a href="https://www.codecogs.com/eqnedit.php?
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})" target="_blank"><img
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> 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 * Inverse Gaussian
- Discrete variables: - Discrete variables:
* Poisson * Poisson
... ...
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