Carlberg Conrad

Regression Analysis Microsoft Excel (eBook, PDF)

• Format: PDF

Produktbeschreibung

This is today's most complete guide to regression analysis with Microsoft® Excel for any business analytics or research task. Drawing on 25 years of advanced statistical experience, Microsoft MVP Conrad Carlberg shows how to use Excel's regression-related worksheet functions 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 software or a doctorate in statistics 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

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Produktdetails

• Verlag: Pearson ITP
• Seitenzahl: 368
• Erscheinungstermin: 2. Mai 2016
• Englisch
• ISBN-13: 9780134393506
• Artikelnr.: 45067613

Autorenporträt

Conrad Carlberg (www.conradcarlberg.com) is a nationally recognized expert on Quantitative analysis and on data analysis and management applications such as Microsoft Excel, SAS, and Oracle. He holds a Ph.D. in statistics from the University of Colorado and is a many-time recipient of Microsoft's Excel MVP designation.

Carlberg is a Southern California native. After college he moved to Colorado, where he worked for a succession of startups and attended graduate school. He spent two years in the Middle East, teaching computer science and dodging surly camels. After finishing graduate school, Carlberg worked at US West (a Baby Bell) in product management and at Motorola.

In 1995 he started a small consulting business that provides design and analysis services to companies that want to guide their business decisions by means of quantitative analysis-approaches that today we group under the term "analytics." He enjoys writing about those techniques and, in particular, how to carry them out using the world's most popular numeric analysis application, Microsoft Excel.

Inhaltsangabe

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