Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

plz use r-code to solve it, and show ur r-code thx Q.1. For a manufacturing process, the dependent variable Y and 6 independent variables are

plz use r-code to solve it, and show ur r-code thx

image text in transcribedimage text in transcribed
Q.1. For a manufacturing process, the dependent variable Y and 6 independent variables are all listed in a table (given in Excel file). For this dataset: 1.a. Plot the residuals against Y and against the model's regressors. What information do these plots provide? (10pts) 1.b. Create a residual's normal probability plot. Is there any reason to reject the model's normality assumption? If so, what transformation(s) would you suggest? (10pts) 1.c. Is there any evidence in the data that there is any outlying Y observations? (Based on the corresponding plots of studentized residual) (10pts) 1.d. Use Forward selection (AIC) and Stepwise method (AIC) for model selection and discuss the results. (10pts)Canc # Y X1 X2 X3 X4 X5 X6 5.2 19.6 29.6 94.9 2.1 2.3 8.3 5.2 19.8 32.4 89.7 2.1 1.8 8.5 5.8 19.6 31 96.2 2 2 8.8 6.4 19.4 32.4 95.6 2.2 2.1 9 5.8 18.6 28.6 86.5 2 1.8 6 9.3 5.2 18.8 30.6 84.5 2.1 2.1 9.3 5.6 20.4 32.4 88.8 2.2 1.9 9.5 6 19 32.6 85.7 2.1 1.9 9 9.8 5.2 20.8 32.2 93.6 2.3 2.1 10 10 5.8 19.9 31.8 86 2.1 1.8 11 10.3 6.4 18 32.6 87.1 2 1.6 12 10.5 6 20.6 33.4 93.1 2.1 2.1 13 10.8 6.2 20.2 31.8 83.4 2.2 2.1 14 11 6.2 20.2 32.4 94.5 2.1 1.9 15 11.3 6.2 19.2 31.4 83.4 1.9 1.8 16 11.5 5.6 17 33.2 85.2 2.1 2.1 17 11.8 6 19.8 35.4 84.1 2 1.8 18 12.3 5.8 18.8 34 86.9 2.1 1.8 19 12.5 5.6 18.6 34.2 83 1.9 2

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Linear Algebra With Applications

Authors: Gareth Williams, Williams

9th Edition

1284120104, 9781284120103

More Books

Students also viewed these Mathematics questions

Question

politeness and modesty, as well as indirectness;

Answered: 1 week ago