Statistics for Undergraduate Studies

Course Provider

Centre for Professional and Continuing Education (PaCE@NTU)


Continuing Education and Training Certificate


This statis​tics course is meant for all students who intend to pursue an undergraduate study, as well as for those who need a foundation in statistics in their works.

*Certificate of Completion will be issued basing on given criteria. Please take all five online tests (MCQ) and score 100% each.

Students who successfully complete this course will be able to understand the relevant statistics concepts needed for an undergraduate studies, or able to apply the basic statistics concepts and techniques in their works.
  1. Describing data with graphs 
  2. Describing data with numerical measures 
  3. Describing bivariate data 
  4. Probability and probability distributions 
  5. Several useful discrete distributions Introduction 
  6. The normal probability distribution
  7. Sampling distributions 
  8. Large sample estimation
  9. Large sample test of hypotheses 
  10. Inference from small samples 
  11. The analysis of variance
  12. Linear regression and correlation
  13. Multiple regression analysis
  14. Analysis of categorical data
  15. Nonparametric statistics

NSFs and Working Professionals

Standard Course Fee: S$345.60

All fees stated are inclusive of 8% GST