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Design of experiments
Related lectures (32)
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Fractional Factorial Design: Normality Testing and Blocking Techniques
Explores fractional factorial design, normality testing, and blocking techniques in experimental design.
Response Surfaces: Design of Experiments Methodology
Covers the methodology of design of experiments, focusing on response surfaces and optimizing factor combinations.
Mixing Plans: Constraints and Models
Explores mixing plans, constraints, and models in Design of Experiments, emphasizing the importance of degrees of freedom.
Fractional Factorial Design and Analysis
Explores exploiting redundancies, confounding effects, and analyzing fractional factorials in experimental designs.
Experimental Design: Strategies and Analysis
Discusses experimental design strategies, factors, responses, treatment combinations, and degrees of freedom.
Introduction to ANOVA
Covers the basics of ANOVA using a case study on sleeping pill effectiveness.
Fractional factorial design: Resolution and Standardized Effects
Explains fractional factorial design principles, focusing on resolution and standardized effects in chemical reactors.
Factorial Design: Classic vs Fractional
Compares classic and fractional factorial designs, covering main effects, interactions, MATLAB generation, and chemical reactor analysis.
Design and Analysis of Experiments
Covers the design and analysis of experiments, focusing on statistics for experimenters.
Fractional Factorial Design: Rechtschaffner Plan
Explains the advantages of the Rechtschaffner plan over similar factorial designs.