Udemy - Design And Analysis Of Experiments DoE

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  • Type Tutorials
  • Language English
  • Total size 2.1 GB
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  • Date uploaded 8 months ago
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Infohash : 79E025AA4714F5AB4B632D06BC6F79CEDF05B046



Design And Analysis Of Experiments | DoE

https://WebToolTip.com

Last updated 10/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.13 GB | Duration: 4h 1m

Design of Experiments: from ANOVA to Factorial Designs using Excel and R.

What you'll learn
Fundamentals of the Design of Experiments (DoE).
Basic concepts of hypothesis testing, analysis of variance and mean comparison.
Factorial designs, single-replicate designs, blocking and confounding, fractional designs.
How to present the final results (bar charts, contour plots, tables) and how to interpret them.

Requirements
No specific pre-requisite is needed.

Files:

[ WebToolTip.com ] Udemy - Design And Analysis Of Experiments DoE
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction do the Design of Experiments
    • 1 - Introduction English.vtt (7.4 KB)
    • 1 - Introduction Spanish.vtt (7.5 KB)
    • 1 - Introduction.mp4 (39.8 MB)
    • 1 - Section-01.pdf (48.5 MB)
    • 2 - Basic Principles of the Design of Experiments English.vtt (4.1 KB)
    • 2 - Basic Principles of the Design of Experiments Spanish.vtt (4.2 KB)
    • 2 - Basic Principles of the Design of Experiments.mp4 (50.7 MB)
    • 3 - Basic Statistical Concepts English.vtt (1.4 KB)
    • 3 - Basic Statistical Concepts Spanish.vtt (1.4 KB)
    • 3 - Basic Statistical Concepts.mp4 (8.1 MB)
    • 4 - Sampling and Sample Properties English.vtt (2.6 KB)
    • 4 - Sampling and Sample Properties Spanish.vtt (2.5 KB)
    • 4 - Sampling and Sample Properties.mp4 (8.7 MB)
    • 5 - Hypothesis Testing tTest and FTest English.vtt (4.8 KB)
    • 5 - Hypothesis Testing tTest and FTest Spanish.vtt (4.8 KB)
    • 5 - Hypothesis Testing tTest and FTest.mp4 (59.5 MB)
    • 6 - Comparing Two Samples using MS Excel ttest and Ftest English.vtt (4.7 KB)
    • 6 - Comparing Two Samples using MS Excel ttest and Ftest Spanish.vtt (4.7 KB)
    • 6 - Comparing Two Samples using MS Excel ttest and Ftest.mp4 (53.8 MB)
    • 6 - cement.xlsx (9.5 KB)
    10 - Closing
    • 69 - Final Remarks English.vtt (3.5 KB)
    • 69 - Final Remarks Spanish.vtt (3.3 KB)
    • 69 - Final Remarks.mp4 (9.5 MB)
    • 70 - Thank you English.vtt (0.7 KB)
    • 70 - Thank you Spanish.vtt (0.6 KB)
    • 70 - Thank you.mp4 (947.9 KB)
    • 71 - Bonus.html (0.5 KB)
    2 - Experiments with a Single Factor
    • 10 - The ANOVA Table English.vtt (4.2 KB)
    • 10 - The ANOVA Table Spanish.vtt (4.2 KB)
    • 10 - The ANOVA Table.mp4 (19.7 MB)
    • 11 - Installing-Excel-ToolPak.pdf (209.9 KB)
    • 11 - OneWay ANOVA MS Excel Tutorial English.vtt (2.8 KB)
    • 11 - OneWay ANOVA MS Excel Tutorial Spanish.vtt (2.8 KB)
    • 11 - OneWay ANOVA MS Excel Tutorial.mp4 (35.3 MB)
    • 11 - cloth.xlsx (9.1 KB)
    • 12 - Interpretation of the ANOVA Results English.vtt (2.3 KB)
    • 12 - Interpretation of the ANOVA Results Spanish.vtt (2.4 KB)
    • 12 - Interpretation of the ANOVA Results.mp4 (13.0 MB)
    • 13 - Comparing Treatment Means English.vtt (2.0 KB)
    • 13 - Comparing Treatment Means Spanish.vtt (1.9 KB)
    • 13 - Comparing Treatment Means.mp4 (9.2 MB)
    • 14 - Tukeys Test English.vtt (2.9 KB)
    • 14 - Tukeys Test Spanish.vtt (2.9 KB)
    • 14 - Tukeys Test.mp4 (20.0 MB)
    • 15 - Tukeys Test Using Superscripts Letters English.vtt (3.1 KB)
    • 15 - Tukeys Test Using Superscripts Letters Spanish.vtt (3.1 KB)
    • 15 - Tukeys Test Using Superscripts Letters.mp4 (15.6 MB)
    • 16 - Final Presentation of the Results English.vtt (0.9 KB)
    • 16 - Final Presentation of the Results Spanish.vtt (1.0 KB)
    • 16 - Final Presentation of the Results.mp4 (4.0 MB)
    • 7 - Introduction to SingleFactor Experiments English.vtt (5.6 KB)
    • 7 - Introduction to SingleFactor Experiments Spanish.vtt (5.7 KB)
    • 7 - Introduction to SingleFactor Experiments.mp4 (33.1 MB)
    • 7 - Section-02.pdf (24.9 MB)
    • 8 - OneWay ANOVA Statistical Model and Hypothesis Test English.vtt (1.6 KB)
    • 8 - OneWay ANOVA Statistical Model and Hypothesis Test Spanish.vtt (1.7 KB)
    • 8 - OneWay ANOVA Statistical Model and Hypothesis Test.mp4 (6.2 MB)
    • 9 - Decomposition of the Sum of Squares English.vtt (1.6 KB)
    • 9 - Decomposition of the Sum of Squares Spanish.vtt (1.6 KB)
    • 9 - Decomposition of the Sum of Squares.mp4 (6.4 MB)
    3 - Factorial Designs
    • 17 - Introduction to Factorial Designs English.vtt (0.9 KB)
    • 17 - Introduction to Factorial Designs Spanish.vtt (0.9 KB)
    • 17 - Introduction to Factorial Designs.mp4 (3.5 MB)
    • 17 - Section-03-Factorial-Designs.pdf (19.8 MB)
    • 18 - Main Effects and Interactions Between Factors English.vtt (4.2 KB)
    • 18 - Main Effects and Interactions Between Factors Spanish.vtt (4.5 KB)
    • 18 - Main Effects and Interactions Between Factors.mp4 (19.8 MB)
    • 19 - Why Using Factorial Designs English.vtt (2.4 KB)
    • 19 - Why Using Factorial Designs Spanish.vtt (2.5 KB)
    • 19 - Why Using Factorial Designs.mp4 (8.9 MB)
    • 20 - TwoFactor Factorial Designs English.vtt (3.8 KB)
    • 20 - TwoFactor Factorial Designs Spanish.vtt (3.8 KB)
    • 20 - TwoFactor Factorial Designs.mp4 (20.9 MB)
    • 21 - BatteryLife.xlsx (9.2 KB)
    • 21 - Solving a TwoFactor Factorial Design Using MS Excel English.vtt (2.6 KB)
    • 21 - Solving a TwoFactor Factorial Design Using MS Excel Spanish.vtt (2.7 KB)
    • 21 - Solving a TwoFactor Factorial Design Using MS Excel.mp4 (31.7 MB)
    • 22 - Interpretation of the Results of a twofactor design English.vtt (2.8 KB)
    • 22 - Interpretation of the Results of a twofactor design Spanish.vtt (2.9 KB)
    • 22 - Interpretation of the Results of a twofactor design.mp4 (27.3 MB)
    • 23 - Means Comparison by Tukeys Test and Final Conclusion English.vtt (2.6 KB)
    • 23 - Means Comparison by Tukeys Test and Final Conclusion Spanish.vtt (2.6 KB)
    • 23 - Means Comparison by Tukeys Test and Final Conclusion.mp4 (22.5 MB)
    4 - Introduction to 2k Designs
    • 24 - Introduction to 2k Designs English.vtt (3.8 KB)
    • 24 - Introduction to 2k Designs Spanish.vtt (3.7 KB)
    • 24 - Introduction to 2k Designs.mp4 (13.5 MB)
    • 24 - Section-04.pdf (14.9 MB)
    • 25 - The 22 Design English.vtt (2.9 KB)
    • 25 - The 22 Design Spanish.vtt (2.8 KB)
    • 25 - The 22 Design.mp4 (8.8 MB)
    • 26 - Graphical Representation and Treatments Nomenclature English.vtt (2.3 KB)
    • 26 - Graphical Representation and Treatments Nomenclature Spanish.vtt (2.3 KB)
    • 26 - Graphical Representation and Treatments Nomenclature.mp4 (20.7 MB)
    • 27 - Contrasts of Main Effects and Interactions English.vtt (2.0 KB)
    • 27 - Contrasts of Main Effects and Interactions Spanish.vtt (2.0 KB)
    • 27 - Contrasts of Main Effects and Interactions.mp4 (7.1 MB)
    • 28 - Effects Sum of Squares and ANOVA Table English.vtt (5.0 KB)
    • 28 - Effects Sum of Squares and ANOVA Table Spanish.vtt (5.0 KB)
    • 28 - Effects Sum of Squares and ANOVA Table.mp4 (20.5 MB)
    • 29 - Regression Model English.vtt (4.7 KB)
    • 29 - Regression Model Spanish.vtt (4.6 KB)
    • 29 - Regression Model.mp4 (30.0 MB)
    • 30 - Contour Plots and Model Adequacy English.vtt (4.5 KB)
    • 30 - Contour Plots and Model Adequacy Spanish.vtt (4.6 KB)
    • 30 - Contour Plots and Model Adequacy.mp4 (28.7 MB)
    • 31 - Final Presentation of the Results English.vtt (2.3 KB)
    • 31 - Final Presentation of the Results Spanish.vtt (2.3 KB)
    • 31 - Final Presentation of the Results.mp4 (13.4 MB)
    • 32 - R Tutorial for a 22 Design English.vtt (11.6 KB)
    • 32 - R Tutorial for a 22 Design Spanish.vtt (12.1 KB)
    • 32 - R Tutorial for a 22 Design.mp4 (128.0 MB)
    • 32 - Running-R-and-RStudio.pdf (212.3 KB)
    • 32 - SubsEnzYield-Rcode.txt (1.2 KB)
    • 32 - SubsEnzYield.csv (0.2 KB)
    5 - The 23 Design
    • 33 - R-Cheat-Sheet.pdf (682.5 KB)
    • 33 - SETY-Rcode.txt (1.0 KB)
    • 33 - SETY.csv (0.3 KB)
    • 33 - Section-05.pdf (11.9 MB)
    • 33 - The 23 Design English.vtt (5.8 KB)
    • 33 - The 23 Design Spanish.vtt (5.8 KB)
    • 33 - The 23 Design.mp4 (58.8 MB)
    • 34 - Analysis of Variance with R English.vtt (2.9 KB)
    • 34 - Analysis of Variance with R Spanish.vtt (3.0 KB)
    • 34 - Analysis of Variance with R.mp4 (38.6 MB)
    • 35 - Regression Model with R English.vtt (5.6 KB)
    • 35 - Regression Model with R Spanish.vtt (5.7 KB)
    • 35 - Regression Model with R.mp4 (68.2 MB)
    • 36 - Contour Plots and Interpretation of the Results English.vtt (5.6 KB)
    • 36 - Contour Plots and Interpretation of the Results Spanish.vtt (5.7 KB)
    • 36 - Contour Plots and Interpretation of the Results.mp4 (72.5 MB)
    6 - More about 2k Designs
    • 37 - Section-06.pdf (36.5 MB)
    • 37 - The General 2k Design English.vtt (2.4 KB)
    • 37 - The General 2k Design Spanish.vtt (2.5 KB)
    • 37 - The General 2k Design.mp4 (10.8 MB)
    • 38 - Analysis Procedure for any 2k Design English.vtt (0.7 KB)
    • 38 - Analysis Procedure for any 2k Design Spanish.vtt (0.8 KB)
    • 38 - Analysis Procedure for any 2k Design.mp4 (2.7 MB)
    • 39 - SingleReplicate Designs English.vtt (2.9 KB)
    • 39 - SingleReplicate Designs Spanish.vtt (3.1 KB)
    • 39 - SingleReplicate Designs.mp4 (18.0 MB)
    • 40 - SingleReplicate 24 Design English.vtt (1.9 KB)
    • 40 - SingleReplicate 24 Design Spanish.vtt (2.0 KB)
    • 40 - SingleReplicate 24 Design.mp4 (19.0 MB)
    • 40 - filtration-Rcode.txt (1.5 KB)
    • 40 - filtration.csv (0.5 KB)
    • 41 - Analysis of Variance English.vtt (8.2 KB)
    • 41 - Analysis of Variance Spanish.vtt (8.4 KB)
    • 41 - Analysis of Variance.mp4 (107.0 MB)
    • 42 - Regression Model and Final Interpretation of the Results English.vtt (6.3 KB)
    • 42 - Regression Model and Final Interpretation of the Results Spanish.vtt (6.3 KB)
    • 42 - Regression Model and Final Interpretation of the Results.mp4 (40.7 MB)
    7 - Blocking a Factorial Design
    • 43 - Blocking a Replicated Design English.vtt (3.7 KB)
    • 43 - Blocking a Replicated Design Spanish.vtt (3.6 KB)
    • 43 - Blocking a Replicated Design.mp4 (23.4 MB)
    • 43 - SEYB-Rcode.rtf (1.2 KB)
    • 43 - SEYB.csv (0.2 KB)
    • 43 - Section-07.pdf (60.0 MB)
    • 44 - Analysing a 2k Design with Blocks as Replicates English.vtt (4.8 KB)
    • 44 - Analysing a 2k Design with Blocks as Replicates Spanish.vtt (4.9 KB)
    • 44 - Analysing a 2k Design with Blocks as Replicates.mp4 (28.5 MB)
    • 45 - Confounding a 2k Design in Blocks English.vtt (6.0 KB)
    • 45 - Confounding a 2k Design in Blocks Spanish.vtt (6.1 KB)
    • 45 - Confounding a 2k Design in Blocks.mp4 (21.7 MB)
    • 46 - Table of Signs to Confound a 23 Design in Blocks English.vtt (2.3 KB)
    • 46 - Table of Signs to Confound a 23 Design in Blocks Spanish.vtt (2.5 KB)
    • 46 - Table of Signs to Confound a 23 Design in Blocks.mp4 (13.2 MB)
    • 47 - 24 Design Confounded in Blocks English.vtt (4.9 KB)
    • 47 - 24 Design Confounded in Blocks Spanish.vtt (4.9 KB)
    • 47 - 24 Design Confounded in Blocks.mp4 (22.4 MB)
    • 47 - filtB-Rcode.txt (2.1 KB)
    • 47 - filtB.csv (0.6 KB)
    • 48 - 24 Design in Blocks Analysis of Variance English.vtt (5.3 KB)
    • 48 - 24 Design in Blocks Analysis of Variance Spanish.vtt (5.5 KB)
    • 48 - 24 Design in Blocks Analysis of Variance.mp4 (67.2 MB)
    • 49 - 24 Design in Blocks Regression Model English.vtt (2.7 KB)
    • 49 - 24 Design in Blocks Regression Model Spanish.vtt (2.8 KB)
    • 49 - 24 Design in Blocks Regression Model.mp4 (38.9 MB)
    • 50 - Building Bar Graphs in R English.vtt (3.2 KB)
    • 50 - Building Bar Graphs in R Spanish.vtt (3.3 KB)
    • 50 - Building Bar Graphs in R.mp4 (46.0 MB)
    • 51 - Interpretation of the Results English.vtt (4.5 KB)
    • 51 - Interpretation of the Results Spanish.vtt (4.7 KB)
    • 51 - Interpretation of the Results.mp4 (28.5 MB)
    • 52 - Why Blocking Is Important English.vtt (3.4 KB)
    • 52 - Why Blocking Is Important Spanish.vtt (3.5 KB)
    • 52 - Why Blocking Is Important.mp4 (18.7 MB)
    • 53 - Final Remarks about Blocking English.vtt (2.2 KB)
    • 53 - Final Remarks about Blocking Spanish.vtt (2.2 KB)
    • 53 - Final Remarks about Blocking.mp4 (8.2 MB)
    8 - Fractional Designs
    • 54 - Introduction to Fractional Designs English.vtt (3.0 KB)
    • 54 - Introduction to Fractional Designs Spanish.vtt (3.2 KB)
    • 54 - Introduction to Fractional Designs.mp4 (11.3 MB)
    • 54 - Section-08.pdf (24.4 MB)
    • 55 - OneHalf Fraction Designs English.vtt (4.4 KB)
    • 55 - OneHalf Fraction Designs Spanish.vtt (4.2 KB)
    • 55 - OneHalf Fraction Designs.mp4 (14.5 MB)
    • 56 - Using the Defining Relation for the Aliases English.vtt (4.5 KB)
    • 56 - Using the Defining Relation for the Aliases Spanish.vtt (4.4 KB)
    • 56 - Using the Defining Relation for the Aliases.mp4 (17.0 MB)
    • 57 - Design Resolution English.vtt (3.3 KB)
    • 57 - Design Resolution Spanish.vtt (3.1 KB)
    • 57 - Design Resolution.mp4 (11.2 MB)
    • 58 - Building Fractional Designs English.vtt (2.2 KB)
    • 58 - Building Fractional Designs Spanish.vtt (2.3 KB)
    • 58 - Building Fractional Designs.mp4 (7.4 MB)
    • 59 - HalfFraction Factorial Design with 4 Factors English.vtt (8.0 KB)
    • 59 - HalfFraction Factorial Design with 4 Factors Spanish.vtt (8.1 KB)
    • 59 - HalfFraction Factorial Design with 4 Factors.mp4 (27.8 MB)
    • 59 - filtF-Rcode.txt (2.0 KB)
    • 59 - filtF.csv (0.2 KB)
    • 60 - Analysis of Variance English.vtt (3.2 KB)
    • 60 - Analysis of Variance Spanish.vtt (3.0 KB)
    • 60 - Analysis of Variance.mp4 (43.8 MB)
    • 61 - Table of Effects English.vtt (7.1 KB)
    • 61 - Table of Effects Spanish.vtt (7.4 KB)
    • 61 - Table of Effects.mp4 (47.5 MB)
    • 62 - Final Considerations English.vtt (1.3 KB)
    • 62 - Final Considerations Spanish.vtt (1.4 KB)
    • 62 - Final Considerations.mp4 (5.0 MB)
    9 - Highly Fractionated Designs
    • 63 - OneQuarter Fraction Design English.vtt (4.0 KB)
    • 63 - OneQuarter Fraction Design Spanish.vtt (4.1 KB)
    • 63 - OneQuarter Fraction Design.mp4 (18.7 MB)
    • 63 - Section-09.pdf (12.0 MB)
    • 64 - Building Fractional Designs in R English.vtt (5.2 KB)
    • 64 - Building Fractional Designs in R Spanish.vtt (5.2 KB)
    • 64 - Building Fractional Designs in R.mp4 (28.0 MB)
    • 64 - frac-dsg.R (0.6 KB)
    • 65 - 284 Design for Wine Quality English.vtt (1.8 KB)
    • 65 - 284 Design for Wine Quality Spanish.vtt (1.7 KB)
    • 65 - 284 Design for Wine Quality.mp4 (8.9 MB)
    • 65 - wine.R (2.4 KB)
    • 65 - wine.csv (0.4 KB)
    • 66 - Solving a Highly Fractionated Design English.vtt (7.5 KB)
    • 66 - Solving a Highly Fractionated Design Spanish.vtt (7.6 KB)
    • 66 - Solving a Highly Fractionated Design.mp4 (86.4 MB)
    • 67 - Final Visualisation of the Results English.vtt (2.9 KB)
    • 67 - Final Visualisation of the Results Spanish.vtt (2.9 KB)
    • 67 - Final Visualisation of the Results.mp4 (19.0 MB)
    • 68 - Choosing the Next Design English.vtt (4.5 KB)
    • 68 - Choosing the Next Design Spanish.vtt (4.5 KB)
    • 68 - Choosing the Next Design.mp4 (29.2 MB)
    • Bonus Resources.txt (0.1 KB)

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