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Applied Mathematics

广义线性模型

Generalized Linear Models

A flexible generalization of ordinary linear regression that allows for response variables that have error distribution models other than a normal distribution. / 一种普通线性回归的灵活推广,允许响应变量的误差分布模型不同于正态分布。

Knowledge type
数学理论
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农场主
Last updated
2026-11-07 19:05:52
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Main parameters and performance indicators

link function: connects the linear predictor to the mean of the distributionvariance function: describes the variance of the response variabledistribution family: specifies the probability distribution of the response (e.g., Gaussian, Binomial)

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A unified risk-adjusted monitoring framework for generalized linear modelsOpen source

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automated knowledge publish农场主2026-11-07 19:05:52

Record title: Generalized Linear Models.