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Fractional Factorial Designs

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Related lectures (36)

Fractional Factorial Design: Main Effects and Interactions Log in to Mediaspace to watch this video

Explores fractional factorial design, emphasizing main effects and interactions in experimental design.

Design and Analysis of Experiments Log in to Mediaspace to watch this video

Covers the design and analysis of experiments, focusing on statistics for experimenters.

Fractional Factorial Designs: Understanding Interactions Log in to Mediaspace to watch this video

Covers fractional factorial designs to efficiently study interactions in experiments, focusing on aliasing, geometric interpretation, and effect selection.

Fractional Factorial Designs: Generation and Resolution Log in to Mediaspace to watch this video

Explores the methodology of fractional factorial designs in experimental setups.

Model Building: Analysis of Means Log in to Mediaspace to watch this video

Explores model building using analysis of means for predicting factors' effects and interactions.

Model Formulas in R: Basics and Applications Log in to Mediaspace to watch this video

Explores model formulas in R, covering basics, interactions, ANOVA, and factorial designs with practical examples.

Fractional Factorial Design and Analysis Log in to Mediaspace to watch this video

Explores exploiting redundancies, confounding effects, and analyzing fractional factorials in experimental designs.

Fractional Factorial Example and Higher Order Equations Log in to Mediaspace to watch this video

Covers the design of a catapult experiment and higher order equations.

Experimental Design: Balloon Example Log in to Mediaspace to watch this video

Covers experimental design using a balloon example to illustrate key concepts in factorial experiments and data analysis.

Mixing Plans: Constraints and Models Log in to Mediaspace to watch this video

Explores mixing plans, constraints, and models in Design of Experiments, emphasizing the importance of degrees of freedom.

Qualitative Factors in Workshop Optimization Log in to Mediaspace to watch this video

Covers the optimization of a workshop through qualitative factors analysis and modeling.

Linear Regression Analysis: Diagnostic and Variance Log in to Mediaspace to watch this video

Explores linear regression diagnostic methods, variance analysis, and experimental design concepts.

Design of Experiment: Qualitative Factors Log in to Mediaspace to watch this video

Explores the design of experiments through a comic scenario and provides guidance on course materials, exercises, readings, examples, and project assignments.

T-tests and Empirical Tests Log in to Mediaspace to watch this video

Explores t-tests, z-tests, and empirical tests for sample comparison and hypothesis testing.

Extreme Value Theory: Applications to Time Series Log in to Mediaspace to watch this video

Explores Extreme Value Theory applications to time series, discussing extremogram, moving maxima, and rare event threshold sequences.

Fractional Factorial Design: Rechtschaffner Plan Log in to Mediaspace to watch this video

Explains the advantages of the Rechtschaffner plan over similar factorial designs.

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