How Long to Read Introduction to Linear Models and Statistical Inference

How Long Does it Take to Read Introduction to Linear Models and Statistical Inference?

It takes the average reader 9 hours and 49 minutes to read Introduction to Linear Models and Statistical Inference by Steven J. Janke

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

Description

A multidisciplinary approach that emphasizes learning by analyzingreal-world data sets This book is the result of the authors' hands-on classroomexperience and is tailored to reflect how students best learn toanalyze linear relationships. The text begins with the introductionof four simple examples of actual data sets. These examples aredeveloped and analyzed throughout the text, and more complicatedexamples of data sets are introduced along the way. Taking amultidisciplinary approach, the book traces the conclusion of theanalyses of data sets taken from geology, biology, economics,psychology, education, sociology, and environmental science. As students learn to analyze the data sets, they masterincreasingly sophisticated linear modeling techniques,including: * Simple linear models * Multivariate models * Model building * Analysis of variance (ANOVA) * Analysis of covariance (ANCOVA) * Logistic regression * Total least squares The basics of statistical analysis are developed and emphasized,particularly in testing the assumptions and drawing inferences fromlinear models. Exercises are included at the end of each chapter totest students' skills before moving on to more advanced techniquesand models. These exercises are marked to indicate whethercalculus, linear algebra, or computer skills are needed. Unlike other texts in the field, the mathematics underlying themodels is carefully explained and accessible to students who maynot have any background in calculus or linear algebra. Mostchapters include an optional final section on linear algebra forstudents interested in developing a deeper understanding. The many data sets that appear in the text are available on thebook's Web site. The MINITAB(r) software program is used toillustrate many of the examples. For students unfamiliar withMINITAB(r), an appendix introduces the key features needed to studylinear models. With its multidisciplinary approach and use of real-world data setsthat bring the subject alive, this is an excellent introduction tolinear models for students in any of the natural or socialsciences.

How long is Introduction to Linear Models and Statistical Inference?

Introduction to Linear Models and Statistical Inference by Steven J. Janke is 576 pages long, and a total of 147,456 words.

This makes it 194% the length of the average book. It also has 180% more words than the average book.

How Long Does it Take to Read Introduction to Linear Models and Statistical Inference Aloud?

The average oral reading speed is 183 words per minute. This means it takes 13 hours and 25 minutes to read Introduction to Linear Models and Statistical Inference aloud.

What Reading Level is Introduction to Linear Models and Statistical Inference?

Introduction to Linear Models and Statistical Inference 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 Models and Statistical Inference?

Introduction to Linear Models and Statistical Inference by Steven J. Janke 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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