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
Unit 1: Sampling Theory and techniques
1.1
Introduction
to Research
1.2
Types
of Research
1.3
Introduction
to Sampling theory
1.4
Sampling
techniques
1.5
The
Central Limit Theorem
Unit 2: Distribution Theory
2.1 Introduction to Distribution
2.2 Normal Distribution
2.3 Binomial Distribution
2.4 Poisson Distribution
2.5 Hyper Geometric and Geometric
Distribution
Unit 3: Hypothesis testing: Large Sample Test
3.1 Introduction to Hypothesis, Types of
Errors, One tailed and two tailed tests
3.2 Test of hypothesis concerning large
samples: Test of hypothesis about population mean
3.3 Test of hypothesis about difference
between two means, Test of hypothesis about difference between two population
standard deviation
3.4 Test of hypothesis about population
proportions
3.5 Test of hypothesis about difference
between two population proportion
Unit 4: Small Sample Test, Chi Square Test and
ANOVA
4.1 Small Sample Tests: T-Test (Part-I)
4.2 Small Sample Tests: T-Test (Part-II)
4.3 Small Sample Tests: Fisher’s Z Test,
F-Test
4.4 Chi square test, test of independence
4.5
Introduction to Analysis of Variance, one way and two-way classification model
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.
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:
12. https://www.researchgate.net/publication/264844133_PREDICTING_THE_FAILURES_OF_TRANSFORMERS_IN_A_POWER_SYSTEM_USING_THE_POISSON_DISTRIBUTION_A_CASE_STUDY
D. E-Book
https://mts.intechopen.com/storage/books/7680/authors_book/authors_book.pdf
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