Prerequisites: IT133 — Introductory Statistics

1Purpose: The course is designed to train students to use effectively commonly
employed methods of statistical analysis and to give them an insight into the
mathematical and statistical reasoning behind these methods

Content: Combinations and permutations, conditional probability, some important
discrete distributions: geometric, Pascal, hypergeometric, binomial,
multinomial; sampling distributions; estimation, confidence interval;
significance tests involving means, proportions and variances; simple linear
regression and its tests; analysis of variances; one and two factor designs;
basics of Bayesian inference Non-parametic methods.

Duration: 60 hours