Property Estimation and Exponential Family

Related lectures (31)

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Covers property testing for uniform distributions and the importance of reliable predictions.

Covers property testing against uniform distributions using the plug-in approach.

Provides an overview of hypothesis testing, p-values, Wald test, and non-parametric statistics.

Covers the concept of property testing using statistical methods.

Explores completeness, minimal sufficiency, and special statistical models, focusing on exponential and transformation families.

Covers exponential families and maximum entropy distributions under moment constraints.

Explores managing defects, testing strategies, and challenges in software quality, with real-world examples and case studies.

Explores probability distributions for random variables in air pollution and climate change studies, covering descriptive and inferential statistics.

Explores property-based testing using QuickChick, focusing on software correctness, specifications, and dynamic information flow control.

Explores software correctness through testing, verification, property-based fuzzing, and dynamic information flow control.