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This course offers an in-depth the theoretical foundations for statistical methods that are useful in many applications.
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1
English
English [CC]
FREE
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Description
The goal is to understand the role of mathematics in the research and development of efficient statistical methods.
Course content
- 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
Instructor
Massachusetts Institute of Technology
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1
1916
1520
