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Introduction to Regression Analysis & Experimental Design (STAT-5105)
Week 2: Concepts of Regression and Correlation.
Week 2: Concepts of Regression and Correlation.
Basic Defination of Regression
Basic Defination of Correlation
Numerical Questions
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handouts-of-correlation.pdf (1.83 MB )
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Course Material
Week 1: Introduction to Regression with some basic concepts.
Week 2: Concepts of Regression and Correlation.
Week 3: Simple Linear regression with different real life examples and numerical question
Week 4: Inference regarding regression parameters
Week 5: Coefficient of determination and its derivation
Week 6: One-Way and Two-Way Analysis of Variance
Week 7: Design of Experiments, Basic Principles of Design of Experiments
Week 8: Description, Layout and Analysis of Completely Randomized Design
Week 9: Numerical questions of completely randomized design and their real life examples.
Week 10: Randomized Complete Block Design
Week 11: Numerical questions of RCBD
Week 12: Latin Square Design
Week 13: Numerical Questions of Latin Square Design
Week 14: Multiple Comparisons (LSD and Duncan’s test)
Week 15:Introduction to Non-Parametric Statistical Methods
Week 16: Revision
Chapters
16
Department
Statistics
Teacher
Mr. Waseem Athar Haqqani