Course Status : | Upcoming |
Course Type : | Core |
Duration : | 12 weeks |
Start Date : | 12 Mar 2025 |
End Date : | 30 Apr 2025 |
Exam Date : | |
Category : | |
Level : | Undergraduate |
Course
Syllabus
1. Introduction to Sampling theory and different types of
sampling techniques, The Central Limit Theorem
2. Introduction to Descriptive Statistics
3. Measures of Central Tendency
4. Measures of Central Tendency: Mean
5. Measures of Central Tendency: Median, Quartiles, Percentiles
and Deciles
6. Measures of Central Tendency: Mode
Unit 2: Measures of Dispersion
1. Measures of Dispersion: Quartile Deviation
2. Coefficient of Quartile Deviation
3. Standard Deviation
4. Variability: Variance
Unit 3: Probability Theory
1. Basic terminology in Probability
2. Types of Probability
3. Probability Rules
4. Probability Distribution
5. Introduction to Binomial and Poisson Distribution
Unit 4: Correlation & Regression
1. Introduction to Correlation: types & degrees
2. Karl Pearson’s Coefficient of correlation: Actual Mean
Method, Assumed Mean Method, Product Moment Method
3. Introduction to Regression
4. Estimating two regression lines by method of least squares,
assumed mean method, direct method.
5. Properties of Correlation and Regression
Assessment Policy:
Assessment Type |
Weightage |
Continuous Assessment |
30% |
Final Exam |
70% |
Certificate Eligibility:
To successfully complete the course and obtain a
certificate participants must achieve a minimum score of 40% which includes assessment
and final examination.
Upon completion, the earned credits will be transferred
to the Academic Bank of Credit.
Recommended Readings:
Additional Weblinks:
A.
YouTube links:
1. https://www.youtube.com/watch?v=kVopC1a2-ok
2. https://www.youtube.com/watch?v=9Bd5ViQZWwg
3. https://www.youtube.com/watch?v=SLSmUwsoEPA
4. https://www.youtube.com/watch?v=z7kMeJQWr4Y
B.
Additional Readings:
5. https://www.listendata.com/p/statistics-tutorials.html
6. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3198538/
7. https://www.cram.com/essay/Standard-Deviations-In-The-Business-World-Case/FK7YER3XC
8. https://www.statology.org/binomial-distribution-real-life-examples/
9. https://www.sciencedirect.com/science/article/pii/S1029313217302269
10. https://users.stat.ufl.edu/~winner/cases.html
C.
Research Papers:
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