2.14 Generalized Linear Models (GLMs)
Автор: The Actuarial Nexus
Загружено: 2025-12-01
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SOA Exam SRM - Statistics for Risk Modeling
Generalized Linear Models
📌 Timestamps
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00:22 Why are GLMs linear?
01:41 Matrix Notation
02:27 GLM Definitions
03:00 Link Function Example - Identity
04:00 Link Function Example - Logit
04:59 Benefits of GLMs
06:51 The Linear Exponential Family of Distributions
08:14 Variance Function in GLMs
09:13 Canonical Link Function
10:24 Normal Distribution Example - Canonical Link
12:06 Recap
12:37 Exam SRM Study Tip on GLMs
13:13 Outro
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