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Course Objectives

  1. To introduce the students the basic references related to statistics
  2. To introduce the students a variety of fundamental concepts related to the field of statistics

Topics

  • Descriptive Statistics and fundementals of R
  • Data structures in R
  • Random Variables, probability distribution
  • Sampling and Sampling Distributions, Confidence Intervals
  • Hypothesis Testing
  • Goodness of fit test
  • Analysis of Variance
  • Simple Linear Regression and Correlation, OLS method
  • Multiple Regression and Correlation
  • Tests of OLS assumptions, remedial measures
  • Logit models