How Long to Read Applied Statistical Learning

How Long Does it Take to Read Applied Statistical Learning?

It takes the average reader 5 hours and 51 minutes to read Applied Statistical Learning by Matthias Schonlau

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

Description

This textbook provides an accessible overview of statistical learning methods and techniques, and includes case studies using the statistical software Stata. After introductory material on statistical learning concepts and practical aspects, each further chapter is devoted to a statistical learning algorithm or a group of related techniques. In particular, the book presents logistic regression, regularized linear models such as the Lasso, nearest neighbors, the Naive Bayes classifier, classification trees, random forests, boosting, support vector machines, feature engineering, neural networks, and stacking. It also explains how to construct n-gram variables from text data. Examples, conceptual exercises and exercises using software are featured throughout, together with case studies in Stata, mostly from the social sciences; true to the book’s goal to facilitate the use of modern methods of data science in the field. Although mainly intended for upper undergraduate and graduate students in the social sciences, given its applied nature, the book will equally appeal to readers from other disciplines, including the health sciences, statistics, engineering and computer science.

How long is Applied Statistical Learning?

Applied Statistical Learning by Matthias Schonlau is 339 pages long, and a total of 87,801 words.

This makes it 114% the length of the average book. It also has 107% more words than the average book.

How Long Does it Take to Read Applied Statistical Learning Aloud?

The average oral reading speed is 183 words per minute. This means it takes 7 hours and 59 minutes to read Applied Statistical Learning aloud.

What Reading Level is Applied Statistical Learning?

Applied Statistical Learning 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 Applied Statistical Learning?

Applied Statistical Learning by Matthias Schonlau 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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