Acumen IT Training, Inc.

STATISTICAL ANALYSIS

COURSE DESCRIPTION

Statistics plays a vital role in every human activity, while the ability to use statistical inferential methods and interpret the results are essential in engineering and science. This course gives a comprehensive introduction to the methods and practices of computer-based statistical data analysis. The course covers and intertwines four integral aspects of statistical analysis: data, statistical methods, mathematical foundations, and interpretation of results.

COURSE OUTLINE

DAY 1

Probability Concepts

  • Introduction to Probability Concepts
  • Samples and Populations
  • Understanding the Normal Distribution
  • Checking for Normality

Estimation

  • Introduction to Statistical Inference
  • What Is a Confidence Interval?
  • Estimating a Mean
  • Visualizing Sampling Variation
  • Prediction Intervals

 

DAY 2

Foundations in Statistical Testing

  • Introduction to Statistical Testing
  • Statistical Decision-Making
  • Understanding the Null and Alternative Hypotheses
  • Sampling Distribution under the Null
Please contact us for the full course outline, schedules and for booking a private class.
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