Qualitative factors II

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Fractional Factorial Designs

Explores fractional factorial designs, from types to analysis and model building.

Mixing Plans: Constraints and Models

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

Factorial Experimental Design

Covers factorial experimental design, 2-way ANOVA, interaction plots, and unbalanced designs.

Fractional Factorial Designs: Generation and Resolution

Explores the methodology of fractional factorial designs in experimental setups.

Surface Response Designs: II

Explores advanced surface response designs and optimization trade-offs.

Experimental Design: Balloon Example

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

Graphical Analysis of Full Factorials

Explores the graphical analysis of full factorial experiments, emphasizing efficient data analysis and interpretation of main effects and interactions.

Fractional Factorial Design and Analysis

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

ANOVA in Full Factorial Designs

Explores replicates, ANOVA, and factor elimination in full factorial designs using ANOM tables and model equations.

Introduction to ANOVA

Covers the basics of ANOVA using a case study on sleeping pill effectiveness.