Synopsis
Master regression analysis for real data and practical results.
This classic text introduces regression as a tool for interpreting experimental results and assessing how one variable changes with others. It emphasizes least squares, the analysis of variance, and the difference between regression and functional relations, with an eye toward actual applications in the sciences.
- Learn how to relate one observed variable to others in the face of measurement error.
- Explore linear, multiple, and polynomial regression, plus how to handle complex data sets.
- Understand how to test significance and separate effects of different factors in practical studies.
- See how regression ideas apply across biology, physical sciences, and other fields.
Ideal for readers of research in experimental and observational work, and for students seeking a solid, design-free path to interpreting data with regression.
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Regression Analysis (Classic Reprint)
Print on DemandSeller: Forgotten Books, London, United Kingdom
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Paperback. Condition: New. Print on Demand. This book delves into the world of regression analysis, a statistical technique used to estimate and predict the value of one variable based on the values of other variables. The author, drawing from their experience analyzing experimental results, aims to provide a practical guide for researchers in the experimental sciences. The book stands out by focusing on the relationship between regression and functional relations, a distinction that is often overlooked. It also tackles the often neglected issues of choosing among regression formulas and using the regression equation for estimation. The author emphasizes the importance of understanding the context of experiments and applying statistical methods in a way that aligns with the specific needs of each research question. They discuss the appropriate application and limitations of significance tests, which are crucial for distinguishing random variation from meaningful effects. Through numerous examples drawn from various fields, the author demonstrates the practical applications of regression analysis, highlighting its potential to improve the interpretation of experimental data and enhance the precision of research findings. The book offers valuable insights for anyone involved in scientific research, especially those seeking to deepen their understanding of how to draw valid conclusions from experimental data. This book is a reproduction of an important historical work, digitally reconstructed using state-of-the-art technology to preserve the original format. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in the book. print-on-demand item. Seller Inventory # 9780428644628_0
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Regression Analysis Classic Reprint
Seller: PBShop.store US, Wood Dale, IL, U.S.A.
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PAP. Condition: New. New Book. Shipped from UK. Established seller since 2000. Seller Inventory # LW-9780428644628
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Regression Analysis Classic Reprint
Seller: PBShop.store UK, Fairford, GLOS, United Kingdom
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PAP. Condition: New. New Book. Shipped from UK. Established seller since 2000. Seller Inventory # LW-9780428644628
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