双伽马分布

双伽马是伽马分布的签名版本。为 \(\alpha>0:\)

\Begin{eqnarray*}f\Left(x;\Alpha\Right)&=&\frac{1}{2\Gamma\left(\alpha\right)}\left|x\right|^{\alpha-1}e^{-\left|x\right|}\\ F\Left(x;\Alpha\Right)&=&\Left\{ \BEGIN{array}{ccc} \FRAC{1}{2}-\FRAC{\γ\Left(\Alpha,\left|x\right|\right)}{2\Gamma\left(\alpha\right)}&&x\leq0\\ \FRAC{1}{2}+\FRAC{\γ\Left(\Alpha,\left|x\right|\right)}{2\Gamma\left(\alpha\right)}&&x>0 \end{数组} \对。\\ G\Left(Q;\alpha\Right)&=&\Left\{ \BEGIN{array}{ccc} -\Gamma^{-1}\Left(\Alpha,\left|2q-1\right|\Gamma\left(\alpha\right)\right)&&Q\leq\FRAC{1}{2}\\ \Gamma^{-1}\Left(\Alpha,\left|2q-1\right|\Gamma\left(\alpha\right)\right)&Q>\FRAC{1}{2} \end{数组} \对。\end{eqnarray*}
\[M\left(t\right)=\frac{1}{2\left(1-t\right)^{a}}+\frac{1}{2\left(1+t\right)^{a}}\]
\BEGIN{eqnarray*}\mu=m_{n}&=&0\\ \MU_{2}&=&\Alpha\Left(\Alpha+1\Right)\\ \Gamma_{1}&=&0\\ \Gamma_{2}&=&\frac{\left(\alpha+2\right)\left(\alpha+3\right)}{\alpha\left(\alpha+1\right)}-3\\ m_{d}&=&\mathm{na}\end{eqnarray*}

实施: scipy.stats.dgamma