Probability Theory | Makerere University Courses

Course Code:

MTH 2102

Course Credit Units:

Semester:

Semester 1

Year of Study:

Year 2

Undergraduate or Graduate Level:

Undergraduate Level

College:

College of Natural Sciences

School:

School of Physical Sciences

Department:

Mathematics

Course Discipline:

mathematics

Course Description & Objectives:

This course focuses on introductory probability and its applications to statistics. It starts with the review of probability spaces, univariate random variables and functions of univariate random variables. It then covers generating functions, joint distributions and the distribution of functions of several random variables. The course ends with the description of the Law of Large Numbers (LLN) and the Central Limit Theorem (CTL).

Learning Outcomes:

To compute moments, moment generating functions and probability generating functions of distributions.
To compute the mean and variance of distributions using the moment and probability generating functions.
To introduce students to multivariate distributions.
To calculate covariance and correlation of random variables.
To derive distributions of functions of random variables.

File Attachments:

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