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The Manga Guide to Regression Analysis

by Shin Takahashi

  • Paperback
    $39.55
ISBN: 9781593277284
ANNOTATION:
The Manga Guide to Regression Analysis is a cartoon guide that makes mastering simple, multiple, and binomial logistic regression analysis fun and straightforward.
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OTHER FORMATS:
  • Paperback
    $39.55
ISBN: 9781593277284
ANNOTATION:
The Manga Guide to Regression Analysis is a cartoon guide that makes mastering simple, multiple, and binomial logistic regression analysis fun and straightforward.

Annotation

The Manga Guide to Regression Analysis is a cartoon guide that makes mastering simple, multiple, and binomial logistic regression analysis fun and straightforward.

Publisher Description

Like a lot of people, Miu has had trouble learning regression analysis. But with new motivation-in the form of a handsome but shy customer-and the help of her brilliant cafe coworker Risa, she's determined to master it.

Follow along with Miu and Risa in The Manga Guide to Regression Analysis as they calculate the effect of temperature on iced tea orders, predict bakery revenues, and work out the probability of cake sales with simple, multiple, and logistic regression analysis. You'll get a refresher in basic concepts like matrix equations, inverse functions, logarithms, and differentiation before diving into the hard stuff. Learn how to- -Calculate the regression equation -Check the accuracy of your equation with the correlation coefficient -Perform hypothesis tests and analysis of variance, and calculate confidence intervals -Make predictions using odds ratios and prediction intervals -Verify the validity of your analysis with diagnostic checks -Perform chi-squared tests and F-tests to check the goodness of fit

Whether you're learning regression analysis for the first time or have just never managed to get your head around it, The Manga Guide to Regression Analysis makes mastering this tricky technique straightforward and fun.

Author Biography

Shin Takahashi graduated from the Graduate School of Design at Kyushu University in Japan and has worked as a lecturer and as a data analyst. He is currently employed as a technical writer.

Table of Contents

Prologue: More Tea? Chapter 1: A Refreshing Glass of Math Chapter 2: Regression Analysis Chapter 3: Multiple Linear Regression Analysis Chapter 4: Logistic Regression Analysis

Product Details

Author
Shin Takahashi
Publisher
No Starch Press
Language
English
ISBN-10
1593277288
ISBN-13
9781593277284
Media
Book
Format
Paperback
Year
2016
Short Title
MANGA GT REGRESSION ANALYSIS
Pages
232
Illustrations
Yes
Publication Date
2016-01-05
Country of Publication
United States
Audience
General/Trade