Week 9-10. Fundamental Sampling Distributions and Data Descriptions.
Fundamental Sampling Distributions and Data Descriptions: Random Sampling, Sampling Distributions, Sampling Distribution of Means and the Central Limit Theorem. Sampling Distribution of S2, t-Distribution, F-Quantile and Probability Plots. One- and Two-Sample Estimation Problems: Introduction, Statistical Inference, Classical Methods of Single Sample: Estimating the Mean, Standard Error of a Point, Prediction Intervals, Tolerance Limits, Estimating the Difference between Two Means. The mentioned topics are learned from the recommended book "Probability and Statistics for Engineers and Scientists (9th Edition) by Walople"
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Course Material
- Week 1-2. Introduction to Statistics and Data Analysis
- Week 3-4. Probability: Sample Space, Events, Counting Sample Points. R-Language 3.6.2 software
- Week 5-6. Random Variables and Probability Distributions.
- Week 7-8. Discrete Probability Distributions and Continuous Probability Distributions
- Week 9-10. Fundamental Sampling Distributions and Data Descriptions.
- Week 11-12. Estimation of Single Sample
- Week 13-14. One- and Two-Sample Tests of Hypotheses. Single Sample: Tests Concerning a Single Mean.
- Week 15-16. Simple Linear Regression and Correlation. Multiple Linear Regression and Certain
- Chapters 8
- Department CS & IT
- Teacher
Muhammad Nauman Akram
