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DoE Using Minitab: From Basics to Plackett-Burman, Full/Fractional Factorial, Response Surface (CCD) Designs
What you'll learn Fundamentals of the Design of Experiments (DoE) using simple to understand examples. Screening (Plackett-Burman), Modelling (Full, Fractional Factorial and Split Plot Designs) and Optimizing (Central Composite Design) Designs A quick refresher on ANOVA and Regression Analysis is also included to help you understand the results of analysis clearly. Clear understanding of Blocking, Analysis of Covariance, Replication, Confounding and Design Resolutions.
Requirements Basic understanding of statistics is preferred, however we will cover the concepts required to understand DoE and interpret the alaysis results.
VISITOR COMMENTS (0 )
FILE LIST
Filename
Size
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/1 - 1a Introduction to Design of Experiments.mp4
117.5 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/10 - 1j Two Factors Two Levels with Interaction.mp4
61 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/11 - 1k Regression Equation for for 2x2 Experiment with Interaction.mp4
64.1 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/12 - 1l Minitab Demo 2x2 Experiment with Interactions.mp4
42.6 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/13 - 1m Catapult Experiment with 2 Factors.mp4
124.8 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/14 - 1n Noise Factors Three Types.mp4
66.6 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/15 - 1o Blocking.mp4
40.2 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/16 - 1p Analysis of Covariance.mp4
14.2 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/17 - 1q Replication and Repetition.mp4
50.2 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/18 - 1r Catapult Experiment with 2 Replications.mp4
87.4 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/19 - 1s Minitab Demo Catapult Experiment with 2 Replications.mp4
49.8 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/2 - 1b Dependent and Independent Variables.mp4
26.7 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/20 - 1t Adding the Third Factor.mp4
53.8 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/21 - 1u Three Factors Regression Equation.mp4
35 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/22 - 1v Results of Three Factors Experiment.mp4
38.6 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/23 - 1w Minitab Demo Three Factors Experiment.mp4
49.7 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/24 - 1x Three Factors Experiment with Center Point.mp4
119.1 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/25 - 1y Minitab Demo Experiment with Center Point.mp4
85.4 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/26 - 1z Partial Factorial Design Introduction.mp4
53.1 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/27 - 1z1 Confounding in Partial Factorial Design.mp4
57 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/28 - 1z2 Design Resolution.mp4
104.9 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/3 - 1c Purpose of DoE.mp4
52.7 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/4 - 1d Stages of DoE.mp4
47.9 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/5 - 1e Factor Level and Treatment.mp4
62.2 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/6 - 1f Two Factors Two Levels Experiment.mp4
51.5 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/7 - 1g Plots for Two Factors Two Levels Experiment.mp4
48.8 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/8 - 1h Regression Equation for Two Factors Two Levels Experiment.mp4
43.4 MB
~Get Your Files Here !/1 - Foundation of Design of Experiments Definitions and Basic Concepts/9 - 1i Minitab Demonstration Two Factors Two Levels Experiment.mp4
58.1 MB
~Get Your Files Here !/2 - Understanding ANOVA and Regression A Quick Overview/29 - 2a ANOVA.mp4
78.2 MB
~Get Your Files Here !/2 - Understanding ANOVA and Regression A Quick Overview/30 - 2b Regression Getting Started.mp4
72.2 MB
~Get Your Files Here !/2 - Understanding ANOVA and Regression A Quick Overview/31 - 2c Assumptions in Regression.mp4
46.1 MB
~Get Your Files Here !/2 - Understanding ANOVA and Regression A Quick Overview/32 - 2d Comparing Models.mp4
64.8 MB
~Get Your Files Here !/2 - Understanding ANOVA and Regression A Quick Overview/33 - 2e R Square Predicted.mp4
39.1 MB
~Get Your Files Here !/2 - Understanding ANOVA and Regression A Quick Overview/34 - 2f Model Simplification.mp4
67 MB
~Get Your Files Here !/3 - Screening Modelling and Optimizing Designs/35 - 3a Screening Designs.mp4
85.8 MB
~Get Your Files Here !/3 - Screening Modelling and Optimizing Designs/36 - 3b Plackett Burman Design Demonstration.mp4
37.8 MB
~Get Your Files Here !/3 - Screening Modelling and Optimizing Designs/37 - 4a Types of Factorial Designs.mp4
44 MB
~Get Your Files Here !/3 - Screening Modelling and Optimizing Designs/38 - 4b Split Plot Design.mp4
42.3 MB
~Get Your Files Here !/3 - Screening Modelling and Optimizing Designs/39 - 4c Minitab Demo Split Plot Design.mp4
65.5 MB
~Get Your Files Here !/3 - Screening Modelling and Optimizing Designs/40 - 4d Catapult Full Factorial Design.mp4
39.5 MB
~Get Your Files Here !/3 - Screening Modelling and Optimizing Designs/41 - 4e Minitab Demo Catapult Full Factorial Design Part 1.mp4
43.1 MB
~Get Your Files Here !/3 - Screening Modelling and Optimizing Designs/42 - 4f Minitab Demo Catapult Full Factorial Design Part 2.mp4
