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Blocking and confounding system for Two-level factorials: Blocking, Confounding, Combining Blocking and Confounding
Design of experiment: Basic Principles of DoE, Factorial Designs, Response Surface Methodology (RSM)
Regression in Biostatistics: Introduction, Properties, Methods to Study Regression, Types, Regression Equations, Regression Line, Applications in Biostatistics, Example Data
Population & Sample
Large Sample: Definition, Characteristics, Advantages & Disadvantages
Experimental Studies: Key Components, Types, Process of Conducting Experimental Studies, Advantages, Disadvantages & Limitation of Experimental Studies
Normal Distribution
Optimization Techniques & Steps in Optimization
Power of a Study: reason to run power analysis, factors affecting power of a study
Central Composite Design (CCD)
