Syllabus PDF
Download the complete MTH302:PROBABILITY AND STATISTICS syllabus.
Probability and Statistics (MTH302)
Unit 1
Unit 1: Random Variables – Covers discrete/continuous variables, joint distributions, mean, variance, covariance, and Chebyshev's theorem.
Duration: 3 Hours
Unit 2
Unit 2: Correlation & Regression – Learn scatter plots, Pearson and Spearman coefficients, and linear regression properties.
Duration: 2 Hours
Unit 3
Unit 3: Discrete Distributions – Explore Bernoulli, Binomial, Geometric, Poisson distributions, and their moment generating functions.
Duration: 2 Hours
Unit 4
Unit 4: Continuous Distributions – Study Normal, Gamma, and Exponential distributions with their moment generating functions.
Duration: 2 Hours
Unit 5
Unit 5: CLT & Estimation – Understand the Central Limit Theorem and basics of point estimation.
Duration: 3 Hours
Unit 6
Unit 6: Hypothesis Testing – Learn about types of errors, Z-test, t-test, F-test, and Chi-square test for goodness of fit.
Duration: 3 Hours