Statistical Method
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; Use statistical tools for computation; Interpret the result of the calculation
Topics:
- Statistics and Data Collection
- Data Presentation
- Descriptive Measures
- Probability Concepts
- Discrete Probability Distributions
- Continuous Probability Distributions
- Statistical Inference and Sampling
- Hypothesis Testing for The Mean of a Population
- Hypothesis Testing for Variance of a Population
- Inference Procedures for Two Populations
- Estimation and Testing for Population Proportions
- Analysis of Variance
- Correlation and Simple Linier Regression
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