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Reactor Modeling Tools – Multiple Regressions
CONTENTS
0 INTRODUCTION
1 SCOPE
2 THEORY
3 EXCEL 2007: MULTIPLE REGRESSIONS
3.1 Overview
3.2 Multiple Regression Using the Data Analysis ADDIN
3.3 Interpret Regression Statistics Table
3.4 Interpret ANOVA Table
3.5 Interpret Regression Coefficients Table
3.6 Confidence Intervals for Slope Coefficients
3.7 Test Hypothesis of Zero Slope Coefficients ("Test of Statistical Significance")
3.8 Test Hypothesis on a Regression Parameter
3.8.1 Using the pvalue approach
3.8.2 Using the critical value approach
3.9 Overall Test of Significance of the Regression Parameters
3.10 Predicted Value of Y Given Regressors
3.11 Excel Limitations
4 SPECIAL FEATURES REQUIRING MORE SOPHISTICATED TECHNIQUES
5 USER INFORMATION SUPPLIED
A SUBROUTINE
B DATA
C RESULTS
6 EXAMPLE
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