People Innovation Excellence
 

PROBABILITY AND STATISTICS (2 Credits)

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:

  1. Introduction;
  2. Presenting data in tales and charts;
  3. Numerical descriptive measures;
  4. Basic probability;
  5. Random variables and probability distribution;
  6. Some important discrete probability distributions;
  7. The normal distribution and other continuous distributions;
  8. Sampling and sampling distributions;
  9. Confidence interval estimation;
  10. Fundamental of hypothesis testing: one-sample tests;
  11. Two-sample tests.

 

 


Published at : Updated

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