fundamentals-of-statistics

Fundamentals of Statistics.

In this lecture, Prof. Rigollet talked about the importance of the mathematical theory behind statistical methods and built a mathematical model to understand the accuracy of the statistical procedure.

Lesson: 10
13:11:52 Hrs
Last Updated 13-03-2024

Curriculum for this course Lesson: 10 13:11:52 Hrs

Section 1: Fundamentals of Statistics Lesson

Lesson 1: Introduction to Statistics01:18:02

Section 2: Introduction to Statistics Lesson

Lesson 2: Introduction to Statistics01:17:08

Section 3: Parametric Inference Lesson

Lesson 3: Parametric Inference01:22:36

Section 4: Parametric Inference and Maximum Likelihood Estimation Lesson

Lesson 4: Parametric Inference and Maximum Likelihood Estimation01:17:56

Section 5: Maximum Likelihood Estimation Lesson

Lesson 5: Maximum Likelihood Estimation01:16:31

Section 6: Maximum Likelihood Estimation (cont.) and the Method of Moments Lesson

Lesson 6: Maximum Likelihood Estimation (cont.) and the Method of Moments01:19:09

Section 7: Parametric Hypothesis Testing Lesson

Lesson 7: Parametric Hypothesis Testing01:18:50

Section 8: Parametric Hypothesis Testing (cont.) Lesson

Lesson 8: Parametric Hypothesis Testing (cont.)01:18:32

Section 9: Parametric Hypothesis Testing (cont.) Lesson

Lesson 9: Parametric Hypothesis Testing (cont.)01:21:21

Section 10: Parametric Hypothesis Testing (cont.) and Testing Goodness of Fit Lesson

Lesson 10: Parametric Hypothesis Testing (cont.) and Testing Goodness of Fit01:21:47

Description

In this lecture, Prof. Rigollet talked about the importance of the mathematical theory behind statistical methods and built a mathematical model to understand the accuracy of the statistical procedure..

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