Regression Analysis Microsoft Excel

Regression Analysis Microsoft Excel Front Cover
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2016-05-16
368 pages

Book Description

This is today’s most complete guide to regression analysis with ® Excel for any analytics or research task. Drawing on 25 years of advanced statistical experience, MVP Conrad Carlberg shows how to use Excel’s regression-related worksheet to perform a wide spectrum of practical analyses.

Carlberg clearly explains all the theory you’ll need to avoid mistakes, understand what your regressions are really doing, and evaluate analyses performed by others. From simple correlations and t-tests through multiple analysis of covariance, Carlberg offers hands-on, step-by-step walkthroughs using meaningful examples.

He discusses the consequences of using each option and argument, points out idiosyncrasies and controversies associated with Excel’s regression functions, and shows how to use them reliably in fields ranging from medical research to financial analysis to operations.

You don’t need expensive or a doctorate in to work with regression analyses. Microsoft Excel has all the tools you need—and this book has all the knowledge!

  • Understand what regression analysis can and can’t do, and why
  • Master regression-based functions built into all recent versions of Excel
  • Work with correlation and simple regression
  • Make the most of Excel’s improved LINEST() function
  • Plan and perform multiple regression
  • Distinguish the assumptions that matter from the ones that don’t
  • Extend your analysis options by using regression instead of traditional analysis of variance
  • Add covariates to your analysis to reduce bias and increase statistical power

Table of Contents

Chapter 1 Measuring Variation: How Differ
Chapter 2 Correlation
Chapter 3 Simple Regression
Chapter 4 Using the LINEST( ) Function
Chapter 5 Multiple Regression
Chapter 6 Assumptions and Cautions Regarding Regression Analysis
Chapter 7 Using Regression to Test Differences Between Group Means
Chapter 8 The Analysis of Covariance

Book Details

  • Title: Regression Analysis Microsoft Excel
  • Author:
  • Length: 368 pages
  • Edition: 1
  • Language: English
  • Publisher:
  • Publication Date: 2016-05-16
  • ISBN-10: 0789756552
  • ISBN-13: 9780789756558
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