Udemy - Design And Analysis Of Experiments DoE

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Udemy - Design And Analysis Of Experiments DoE (Size: 2.1 GB)
  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
  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 MB
  13 - Comparing Treatment Means English.vtt 2 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 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 921.6 B
  16 - Final Presentation of the Results Spanish.vtt 1 KB
  16 - Final Presentation of the Results.mp4 4 MB
  17 - Introduction to Factorial Designs English.vtt 921.6 B
  17 - Introduction to Factorial Designs Spanish.vtt 921.6 B
  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
  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
  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
  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 KB
  27 - Contrasts of Main Effects and Interactions Spanish.vtt 2 KB
  27 - Contrasts of Main Effects and Interactions.mp4 7.1 MB
  28 - Effects Sum of Squares and ANOVA Table English.vtt 5 KB
  28 - Effects Sum of Squares and ANOVA Table Spanish.vtt 5 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 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
  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 MB
  32 - Running-R-and-RStudio.pdf 212.3 KB
  32 - SubsEnzYield-Rcode.txt 1.2 KB
  32 - SubsEnzYield.csv 204.8 B
  33 - R-Cheat-Sheet.pdf 682.5 KB
  33 - SETY-Rcode.txt 1 KB
  33 - SETY.csv 307.2 B
  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 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
  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 716.8 B
  38 - Analysis Procedure for any 2k Design Spanish.vtt 819.2 B
  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 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
  40 - SingleReplicate 24 Design English.vtt 1.9 KB
  40 - SingleReplicate 24 Design Spanish.vtt 2 KB
  40 - SingleReplicate 24 Design.mp4 19 MB
  40 - filtration-Rcode.txt 1.5 KB
  40 - filtration.csv 512 B
  41 - Analysis of Variance English.vtt 8.2 KB
  41 - Analysis of Variance Spanish.vtt 8.4 KB
  41 - Analysis of Variance.mp4 107 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
  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 204.8 B
  43 - Section-07.pdf 60 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 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 614.4 B
  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
  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
  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 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
  54 - Introduction to Fractional Designs English.vtt 3 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 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 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 KB
  59 - filtF.csv 204.8 B
  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
  60 - Analysis of Variance English.vtt 3.2 KB
  60 - Analysis of Variance Spanish.vtt 3 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 MB
  63 - OneQuarter Fraction Design English.vtt 4 KB
  63 - OneQuarter Fraction Design Spanish.vtt 4.1 KB
  63 - OneQuarter Fraction Design.mp4 18.7 MB
  63 - Section-09.pdf 12 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 MB
  64 - frac-dsg.R 614.4 B
  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 409.6 B
  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 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
  69 - Final Remarks English.vtt 3.5 KB
  69 - Final Remarks Spanish.vtt 3.3 KB
  69 - Final Remarks.mp4 9.5 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
  70 - Thank you English.vtt 716.8 B
  70 - Thank you Spanish.vtt 614.4 B
  70 - Thank you.mp4 947.9 KB
  71 - Bonus.html 512 B
  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
  Bonus Resources.txt 102.4 B
  Get Bonus Downloads Here.url 204.8 B
  ▲ 243 total files

Description


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.

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