Regression Analysis Microsoft Excel Conrad Carlberg PB

Discover the most comprehensive guide to regression analysis using Microsoft® Excel, designed to support any business analytics or research task. Drawing on 25 years of advanced statistical experience, Microsoft MVP Conrad Carlberg demonstrates how to leverage Excel’s regression-related worksheet functions to perform a wide range of practical analyses with confidence.

This book provides clear explanations of all the essential theory needed to avoid common mistakes, understand the true implications of your regressions, and accurately evaluate analyses conducted by others. Whether dealing with simple correlations and t-tests or progressing to multiple analysis of covariance, Carlberg offers hands-on, step-by-step walkthroughs using meaningful examples that make complex concepts accessible.

Throughout the guide, Carlberg discusses the consequences of choosing each option and argument within Excel’s regression functions. He highlights idiosyncrasies and controversies associated with these tools, showing how to use them reliably across various fields such as medical research, financial analysis, and operations. This ensures readers can confidently apply regression techniques in real-world scenarios.

You don’t need expensive software or a doctorate in statistics to perform effective regression analyses. Microsoft Excel provides all the necessary tools, and this book equips you with the knowledge to use them effectively. Learn what regression analysis can and cannot do, and understand the reasons behind these capabilities.

Key topics covered include working with correlation and simple regression, maximizing the potential of Excel’s improved LINEST() function, planning and executing multiple regression, and distinguishing between critical and less important assumptions. The book also guides you in extending your analysis options by replacing traditional analysis of variance with regression, and in adding covariates to reduce bias and increase statistical power.

Whether you are a researcher, analyst, or student, this guide offers the essential skills to harness Excel’s regression functions confidently and accurately, making it an invaluable resource for anyone seeking to deepen their understanding of statistical analysis within a familiar software PEARSON EDUCATION