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PropertiesTableGammaExp.tex
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PropertiesTableGammaExp.tex
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% !TEX encoding = UTF-8 Unicode
% !TEX root = FieldGuide.tex
\begin{table*}[tp!]
\caption[Gamma-exponential distribution -- Properties]{Properties of the gamma-exponential distribution}
\begin{align*}
\text{\hyperref[PropertiesSec]{Properties}} \quad& \\
\text{notation} \quad & \op{GammaExp}(x \given \nu, \lambda, \alpha) \checked
\\
\text{PDF}\quad & \frac{1}{ \Gamma(\alpha) |\lambda|} \exp\Left\{- \alpha \Left(\frac{x-\nu}{\lambda}\Right) - \exp\Left(-\frac{x-\nu}{\lambda}\Right) \Right\} \checked \hspace{-8em}
\\
\text{CDF} \big/ \text{CCDF} \quad & Q\Left(\alpha, e^{-\frac{x-\nu}{\lambda} }\Right)
& \lambda>0 \ \big/ \ \lambda<0 \checked
\\
\text{parameters}\quad & \nu,\ \lambda,\ \alpha,\ \text{in } \Real, \ \alpha>0, \ \checked
\\
\text{support} \quad & x \in [-\infty, +\infty] \checked
\\
\text{mode} \quad & \nu -\lambda \ln \alpha \checked
\\
\text{mean} \quad & \nu- \lambda \psi(\alpha) \checked
\\
\text{variance} \quad & \lambda^2 \psi_1(\alpha) \checked
\\
\text{skew} \quad & -\text{sgn}(\lambda) \tfrac{\psi_2(\alpha) }{ \psi_1(\alpha)^{3/2} } \checked
\\
\text{ex. kurtosis} \quad & \tfrac{ \psi_3(\alpha) }{ \psi_1(\alpha)^{2}} \checked
\\
%\text{entropy} \quad & \ln \Gamma(\alpha) |\lambda| - \alpha \psi(\alpha) + \alpha
%\\
\text{MGF} \quad & e^{\nu t } \frac{\Gamma(\alpha-\lambda t)}{\Gamma(\alpha)} \checked
& \text{\cite{Johnson1995}} %after Eq 22.227
\\
\text{CF} \quad & e^{i \nu t } \frac{\Gamma(\alpha-i \lambda t)}{\Gamma(\alpha)} \checked
% Johnson1995, Eq 22.211, modulo typos
\end{align*}
\end{table*}