Week 1-2. Introduction to Statistics and Data Analysis
In the first chapter, students learn the Introduction of Statistics and Data Analysis: Statistical Inference, Samples, Populations, Role of Probability, Sampling Procedures; Collection of Data, Measures of Location: The Sample Mean and Median, Measures of Variability.
Discrete and Continuous Data, Statistical Modeling, Scientific Inspection, and Graphical, General Types of Statistical Studies: Designed Experiment, Observational Study, and Retrospective Study.
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
