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Created by:
Last updated:
December 26, 2022
Duration:
Unlimited Duration
FREE
This course includes:
Unlimited Duration
Badge on Completion
Certificate of completion
Unlimited Duration
Description
This course offers an in-depth the theoretical foundations for statistical methods that are useful in many applications.
The goal is to understand the role of mathematics in the research and development of efficient statistical methods.
Course Curriculum
- Introduction to Statistics Unlimited
- Introduction to Statistics (cont.) Unlimited
- Parametric Inference Unlimited
- Parametric Inference (cont.) and Maximum Likelihood Estimation Unlimited
- Maximum Likelihood Estimation (cont.) Unlimited
- Maximum Likelihood Estimation (cont.) and the Method of Moments Unlimited
- Parametric Hypothesis Testing Unlimited
- Parametric Hypothesis Testing (cont.) Unlimited
- Parametric Hypothesis Testing (cont.) Unlimited
- Parametric Hypothesis Testing (cont.) and Testing Goodness of Fit Unlimited
- Testing Goodness of Fit (cont.) Unlimited
- Regression Unlimited
- Regression (cont.) Unlimited
- Regression (cont.) Unlimited
- Bayesian Statistics Unlimited
- Bayesian Statistics (cont.) Unlimited
- Principal Component Analysis Unlimited
- Principal Component Analysis (cont.) Unlimited
- Generalized Linear Models Unlimited
- Generalized Linear Models (cont.) Unlimited
- Generalized Linear Models (cont.) Unlimited
- Generalized Linear Models (cont.) Unlimited
About the instructor
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Instructor Rating
1
Reviews
1520
Courses
1823
Students
Massachusetts Institute of Technology
