Introduction To Linear Regression Analysis(5th Edition)
Authors:
Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining
In Stock: 2 Left
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Total Price:
$59.69
Solution Manual Includes
Price:
$9.99
Book details
ISBN: 0470542810, 9780470542811
Book publisher: Wiley
Book Price $59.69 : Introduction to Linear Regression Analysis by Douglas C. Montgomery, Elizabeth A. Peck, and G. Geoffrey Vining offers a comprehensive exploration into the theoretical and practical aspects of regression models, particularly focusing on linear regression techniques. The fifth edition stands out by enhancing statistical applications through modern datasets and computational tools, ensuring the text remains contemporary and educationally relevant. The book delves deeply into methods such as the ordinary least squares estimation, hypothesis testing, and prediction. The chapters systematically guide readers from basic concepts to more advanced regression models, such as generalized linear models and non-linear regression, enabling a robust understanding of statistical relationships and predictions. Field application is emphasized, making it indispensable for practitioners and academicians alike. For students, the text is supported with a solution manual and an answer key, enabling them to critically analyze and solve complex statistical problems using linear regression. The table of contents is meticulously organized, covering practical implementation and theoretical foundations, providing structured learning and easy navigation. The book has received positive reception for its clarity and depth, as well as practical case studies that enhance real-world comprehension. Alongside its analytical prowess, it integrates essential techniques for model diagnostics and validation, ensuring accurate and reliable data analysis. This edition is pivotal for anyone seeking in-depth knowledge of regression analysis and its applications. Providing cheap solutions alongside theory, this book is tailored for cost-conscious learners.
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