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Module Title: 
Probability and Statistical models
Module Code: 
DSC6132

Module Content

Sample space of events, probability, conditional probability and independence; Random variables and their distributions, moments of random variables; Convergence of sequence of random variables, law of large numbers and central limit theorem; Poisson process; Birth death process, parametric lifetime distributions such as exponential, Weibull, and gamma distributions. Sampling distribution; Estimation, testing of hypothesis, Chi-square tests; Analysis of contingency tables; Non-parametric tests: Randomization tests, Wilcoxon's Signed- rank and rank sum tests, Siegel-Tukey test, Kruskal Wallis test, Sign test, McNemar test, Fisher's exact test, and other important tests; Regression and correlation analysis.  Application of R.

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African Center of Excellence in Data Science(ACE-DS)

Head Office:UR College of Business & Economics

E-mail:   aceds@ur.ac.rw

Phone:(+250) 788484421