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This course is an introduction to statistical data analysis.
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English
English [CC]
FREE
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Description
Topics are chosen from applied probability, sampling, estimation, hypothesis testing, linear regression, analysis of variance, categorical data analysis, and nonparametric statistics.
Course content
- Review of Probability Unlimited
- Collecting Data Unlimited
- Summarizing and Exploring Data Unlimited
- Sampling Distributions of Statistics Unlimited
- Basic Concepts of Inference Unlimited
- Inferences for Single Samples Unlimited
- Inferences for Two Samples Unlimited
- Inferences for Proportions and Count Data Unlimited
- Similar Linear Regression and Correlation Unlimited
- Multiple Linear Regression Unlimited
- Nonparametric Statistical Methods Unlimited
Instructor
Massachusetts Institute of Technology
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1916
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