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Lecture
Methodology of Design of Experiments
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Related lectures (32)
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Design and Analysis of Experiments
Covers the design and analysis of experiments, focusing on statistics for experimenters.
Fractional factorial design: Basics and Applications
Explores fractional factorial design basics, including blocking alias, interaction effects, and design comparison.
Introduction to ANOVA
Covers the basics of ANOVA using a case study on sleeping pill effectiveness.
Design of Experiment: Qualitative Factors
Explores the design of experiments through a comic scenario and provides guidance on course materials, exercises, readings, examples, and project assignments.
Response Surfaces I: LoF and Plans
Explores lack of fit concept and experimental designs for second-degree functions.
Fractional Factorial Design: Main Effects and Interactions
Explores fractional factorial design, emphasizing main effects and interactions in experimental design.
Experimental Design: Strategies and Analysis
Discusses experimental design strategies, factors, responses, treatment combinations, and degrees of freedom.
Design of Experiments Basics
Covers the fundamentals of Design of Experiments (DOE) and experimental strategies.
Neuroscience Data Analysis
Explores neuroscience data analysis, focusing on K+ and Na+ currents, Ca²+ currents, and data reproducibility.
ANOVA and Factorial Experiments
Explores ANOVA, factorial experiments, and model evaluation techniques.
