Question
Exercise 6.6 of the Kuehl text describes a 3 factor experiment to study the effects of different treatments on the durability of fabric. The fabric
Exercise 6.6 of the Kuehl text describes a 3 factor experiment to study the effects of different treatments on the durability of fabric. The fabric is padded with a filler and the three factors considered were the type of filler used to pad the fabric, the proportion of whichever filler was chosen, and the type of surface treatment (called S1 and S2). The original experiment included 2 types of fillers with 3 proportions, but I have modified the data by removing the middle proportion to construct a 2 2 2 factorial design. There are two observations for each treatment and the response is weight loss in mg after an abrasion test. Less loss means that the fabric is more durable. The fabric manufacturers would like to increase the proportion of filler to make a softer fabric, but they are concerned that this may decrease the durability of the fabric. They would also like to know if there is a difference in durability between the fabrics given the two surface treatments, since S1 is a much cheaper treatment. Data for this question is available on Canvas in the file kuehl_6_6_b.csv. a. (2) Write down the cell means model for the data and identify the components. b. (4) Fit the ANOVA model and compute least squares estimates of the mean yield for each treatment with Bonferroni corrected simultaneous 95% confidence intervals. c. (4) Assess the assumptions of the model and comment on any potential problems.
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started