How Long to Read Introduction to Linear Regression Analysis, Textbook and Student Solutions Manual

How Long Does it Take to Read Introduction to Linear Regression Analysis, Textbook and Student Solutions Manual?

It takes the average reader 13 hours and 38 minutes to read Introduction to Linear Regression Analysis, Textbook and Student Solutions Manual by Douglas C. Montgomery

Assuming a reading speed of 250 words per minute. Learn more

Description

A comprehensive and thoroughly up-to-date look at regression analysis-still the most widely used technique in statistics today As basic to statistics as the Pythagorean theorem is to geometry, regression analysis is a statistical technique for investigating and modeling the relationship between variables. With far-reaching applications in almost every field, regression analysis is used in engineering, the physical and chemical sciences, economics, management, life and biological sciences, and the social sciences. Clearly balancing theory with applications, Introduction to Linear Regression Analysis describes conventional uses of the technique, as well as less common ones, placing linear regression in the practical context of today's mathematical and scientific research. Beginning with a general introduction to regression modeling, including typical applications, the book then outlines a host of technical tools that form the linear regression analytical arsenal, including: basic inference procedures and introductory aspects of model adequacy checking; how transformations and weighted least squares can be used to resolve problems of model inadequacy; how to deal with influential observations; and polynomial regression models and their variations. Succeeding chapters include detailed coverage of: * Indicator variables, making the connection between regression and analysis-of-variance modelss * Variable selection and model-building techniques * The multicollinearity problem, including its sources, harmful effects, diagnostics, and remedial measures * Robust regression techniques, including M-estimators, Least Median of Squares, and S-estimation * Generalized linear models The book also includes material on regression models with autocorrelated errors, bootstrapping regression estimates, classification and regression trees, and regression model validation. Topics not usually found in a linear regression textbook, such as nonlinear regression and generalized linear models, yet critical to engineering students and professionals, have also been included. The new critical role of the computer in regression analysis is reflected in the book's expanded discussion of regression diagnostics, where major analytical procedures now available in contemporary software packages, such as SAS, Minitab, and S-Plus, are detailed. The Appendix now includes ample background material on the theory of linear models underlying regression analysis. Data sets from the book, extensive problem solutions, and software hints are available on the ftp site. For other Wiley books by Doug Montgomery, visit our website at www.wiley.com/college/montgomery.

How long is Introduction to Linear Regression Analysis, Textbook and Student Solutions Manual?

Introduction to Linear Regression Analysis, Textbook and Student Solutions Manual by Douglas C. Montgomery is 812 pages long, and a total of 204,624 words.

This makes it 274% the length of the average book. It also has 250% more words than the average book.

How Long Does it Take to Read Introduction to Linear Regression Analysis, Textbook and Student Solutions Manual Aloud?

The average oral reading speed is 183 words per minute. This means it takes 18 hours and 38 minutes to read Introduction to Linear Regression Analysis, Textbook and Student Solutions Manual aloud.

What Reading Level is Introduction to Linear Regression Analysis, Textbook and Student Solutions Manual?

Introduction to Linear Regression Analysis, Textbook and Student Solutions Manual is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Introduction to Linear Regression Analysis, Textbook and Student Solutions Manual?

Introduction to Linear Regression Analysis, Textbook and Student Solutions Manual by Douglas C. Montgomery is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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