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2

Statistical Models

Parametric Families and Distributions

Understanding statistical models, parametric families, and their properties.

Lessons

2.1

Statistical Models

2.2

Sampling and the Data-Generating Process

2.3

Likelihood Function

2.4

Log-Likelihood and the Score Function

2.5

Fisher Information

2.6

Exponential Families

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Interactive Labs
Statistical simulations
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