Probability and Statistics
Learning Outcomes:
On successful completion of this course, student will be able to: Identify basic statistics (data, sample, population, symbolism, and definition); Calculate probability, expectation, and variance; Calculate sampling distribution and estimation; Demonstrate a hypothesis test; Interpret the result of the calculation.
Topics:
- Introduction
- Presenting data in tales and charts
- Numerical descriptive measures
- Basic probability
- Random variables and probability distribution
- Some important discrete probability distributions
- The normal distribution and other continuous distributions
- Sampling and sampling distributions
- Confidence interval estimation
- Fundamental of hypothesis testing: one-sample tests
- Two-sample tests
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