[Srm] 廣義線性模型

Mar 29, 2025 · 3 min read · 模型假設 Linear Exponential Family $$f(y;\mu,\theta)=\operatorname{exp}(\frac{y\theta-b(\theta)}{\phi}-S(y,\phi))$$$$\begin{array}{c|c|c|c|c} & \text{Bin}(n,\pi) \text{ (known } n\text{)} & N(\mu,\sigma^2) & \text{Poisson}(\lambda) & \text{Exp}(\lambda) ...