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This course contains the basic tools for an initiation of statistical methods in Applied Mathematics. The goal is to introduce students to the basic probability theory and mathematical statistics and help them in establishing a good theoretical background for their future. This course provides an introduction to probability, statistical theory and methodology Lectures will explain the theoretical origins and practical implications of statistical formulae.

Assessment

This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.

Certification

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Course Credit: Middle East Technical University

Course Curriculum

Module: 01
Topic 1. Introduction 00:50:00
Topic 2. Conditional Probability and Bayes Theorem 00:55:00
Topic 3. Random Variables, Expectation, Transformation 01:10:00
Topic 4. Mgf and Distributions 01:30:00
Topic 5. Limiting Distributions 00:25:00
Module: 02
Topic 6. Sampling Distributions 00:05:00
Topic 7. Point Estimation 01:10:00
Topic 8. Estimation II 02:20:00
Topic 9. Distribution Fitting 00:25:00
Topic 10. Simple Linear Regression 00:45:00
Assessment
Submit Your Assignment 00:00:00
Certification 00:00:00

Course Reviews

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