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Optimization Techniques & Steps in Optimization
Power of a Study: reason to run power analysis, factors affecting power of a study
Central Composite Design (CCD)
Sampling: Definition, Advantages, Disadvantages, Essence of Sampling, Types of Sampling Methods
Counter plot graph: process to create a contour plot, 3D & wireframe contour plot
Definition of Probability: Types of Probability, Probability in Medical Research, Calculation of Probability, Applications, Probability Distributions
Error Type I (Errors in Hypothesis Testing)
Binomial Distribution
Various phases (Phases of Clinical Trials)
Designing a Clinical Trial: Key Elements in Designing a Clinical Trial
