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MANE 6313, Spring 2026
Week 15 Index
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MANE 6313, Spring 2026
Index
Welcome
Syllabus
Grit
R Glossary
Week 1 Learning Materials
Week 1 Learning Materials
Week 1, Module A - Welcome
Week 1, Module B - Grit Lesson
Week 1, Module C - Grading
Week 1, Module D - Schedule
Week 1, Module E - Course Policies
Week 1, Module F - Chapter 1
Week 2 Learning Materials
Week 2 Learning Materials
Week 2, Module A - R, RStudio, R Markdown
Week 2, Module B - Install RStudio
Week 2, Module C - First R Markdown Project
Week 2, Module D - Markdown
Week 2, Module E - Univariate Data
Week 2, Module F - Multivariate Data
Week 2, Module G - Posit Cloud and UTRGV vLab
Week 2, Module H - Homework 1
Week 3 Learning Materials
Week 3 Learning Materials
Week 3, Module A - Review of Probability Distributions
Week 3, Module B - Review of Hypothesis Testing
Week 3, Module C - Select Correct Single Sample Test of Hypothesis
Week 3, Module D - Analyze a 1-sample t-test
Week 3, Module E - Analyze a 1-sample Chi-squared Test
Week 3, Module F - Select Correct 2-sample Test of Hypothesis
Week 3, Module G - Analyze a F-test
Week 3, Module H - Analyze a 2-sample t-test with unknown and equal variances
Week 3, Module I - Analyze a Paired t-test
Week 4 Learning Materials
Week 4 Learning Materials
Module A - One-way Analysis of Variance
Module B - ANOVA in R
Module C - Model Assumptions
Module D - Tests for Equal Variances
Module E - Multiple Comparisons
Module F - Dunett's Test
Module G - Kruskal Wallis Test
Module H - Box Cox Transformation
Week 5 Learning Materials
Week 5 Learning Materials
Module A - Randomized Block Design
Module B - Preparing RCBD Data in R
Module C - Analyzing RCBD in R
Module D - Latin Square Design
Module E - Graeco-Latin Square Design
Module F - Additional Topics
Week 6 Learning Materials
Week 6 Learning Materials
Module A - General Factorial Design
Module B - Analyze Factorial Design using R
Module C - Interactions
Module D - Multiple Comparisons
Module E - Designs with a Single Replicate
Module F - General Factorial Designs
Module G - Validate Model Assumptions
Week 7 Learning Materials
Week 7 Learning Materials
Module A - 2^2 Factorial Design
Module B - Analysis of 2^2 Design using R
Module C - 2^k Designs
Module D - Single Replicate of 2^k Design
Module E - Linear Regression Model
Module F - Single Replicate with Center Points
Module G - Single Replicate, continued
Module H - Extensions to 2^k Designs
Week 8 Learning Materials
Week 8 Learning Materials
Module A - Blocking on Replicates
Module B - Analyzing a Design Blocked on Replicates
Module C - Block Generation Techniques
Module D - Analyzing Two-level Factorial Design in Two Blocks
Module E - Creating Designs with More Than 2 Blocks
Module F - Analyzing 4 Block Design using R
Week 10 Learning Materials
Week 10 Learning Materials
Module A - One-half Fraction Design
Module B - Analyzing 1/2 Fraction using R
Module C - Analyzing 1/2 Fraction using Advanced FrF2 Features
Module D - Design Resolution
Module E - Analyzing 1/4 Fraction Manually
Module F - Analyzing 1/4 Fraction Using R
Module G - Appendix
Week 11 Learning Materials
Week 11 Learning Materials
Module A - General 2^(k-p) Fractional Factorial Design
Module B - 1/8 Fraction in R
Module C - Minimum Aberration Designs
Module D - Sequential Analysis and Full Fold-over
Module E - Fold-over on a Factor
Module F - Designs with Center Points
Module G - Plackett-Burman Designs
Module H - Week 11 Appendix
Week 12 Learning Materials
Week 12 Learning Materials
Module A - Linear Regression
Module B - Linear Regression Assumptions
Module C - Inference for Linear Regression
Module D - Partial F-test
Week 12 Index
Week 13 Learning Materials
Week 13 Learning Materials
Module A - Response Surface Methodology
Module B - Graphical Analysis in RSM
Module C - Designs for RSM
Module D - rsm() Package
Module E - Box-Behnken Design
Module F - Graphical Analysis of Box-Behnken Example
Module G - Stationary Point of BBD
Week 13 Index
Week 14 Learning Materials
Week 14 Learning Materials
Module A - CCD in R
Module B - Residual Analysis
Module C - Graphical Analysis
Module D - Stationary Point
Module E - Steepest Ascent
Module F - Sequential Analysis
Week 14 Index
Week 15 Learning Materials
Week 15 Learning Materials
Module A - RSM Project
Module B - Method of Steepest Descent
Week 15 Index
Week 15 Index
Table of contents
Week 15 Index
Slides for Videos
Week 16 Learning Materials
Week 16 Learning Materials
Module A - Three Level Designs
Module B - Split Plot Designs
Module C - Taguchi
Module D - Mixture Designs
Module E - Computer-Generated Designs
Module F - Minitab Demonstration, ANOVA
Module G - Minitab Demonstration, Fractional Factorial
Module H - Minitab Demonstration, RSM
Assignments
Assignments
Participation 1 (assigned 1/20/26, due 1/30/26)
Homework 1 (assigned 1/26/26, due 2/6/26)
Homework 2 (assigned 2/2/26, due 2/13/26)
Homework 3 (assigned 2/9/26, due 2/20/26)
Homework 4 (assigned 2/16/26, due 2/27/26)
Homework 5 (assigned 2/23/26, due 3/6/26)
First 3, 2, 1 Assignment (assigned 2/16/26, due 2/27/26)
Homework 6 (assigned 3/2/26, due 3/13/26)
Homework 7 Assignment (assigned 3/9/26, due 3/28/26)
Homework 8 Assignment (assigned 3/23/26, due 4/3/26)
Second 3, 2, 1 Assignment (assigned 3/23/26, due 4/3/26)
Homework 9 Assignment (assigned 3/30/26, due 4/10/26)
Homework 10 Assignment (assigned 4/6/2026, due 4/17/2026)
Third 3, 2, 1 Assignment (assigned 4/6/2026, due 4/17/2026)
Homework 11 Assignment (assigned 4/13/2026, due 4/24/2026)
Homework 12 Assignment (assigned 4/20/2026, due 5/1/2026)
Fourth 3,2,1 Assignment (assigned 5/4/26, due 5/14/26)
Fractional Factorial Project, part 1
Fractional Factorial Project, part 1
Fractional Factorial Part 1 Assignment
Fractional Factorial Part 1 Rubric
Fractional Factorial Part 1 Report Guide
Fractional Factorial Part 1 Web Links
Fractional Factorial Project, part 2
Fractional Factorial Project, part 2
Fractional Factorial Part 2 Assignment
Fractional Factorial Part 2 Rubric
Fractional Factorial Part 2 Report Guide
Fractional Factorial Part 2 Web Links
RSM Project
RSM Project
RSM Project Assignment
RSM Rubric
RSM Report Guide
RSM Web Links
Table of contents
Week 15 Index
Slides for Videos
MANE 6313
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Week 15 Index
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Slides for Videos
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Module A
Module B