The Manga Guide to Regression Analysis (The Manga Guides, Band 12) - Softcover

Buch 6 von 8: Manga Guide To...

Takahashi, Shin; Inoue, Iroha; Trend, Co Ltd

 
9781593277284: The Manga Guide to Regression Analysis (The Manga Guides, Band 12)
Softcover
ISBN 10: 1593277288 ISBN 13: 9781593277284
Verlag: No Starch Press, 2016

Inhaltsangabe

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 café 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.

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Über die Autorin bzw. den Autor

Shin Takahashi attended Kyushu University, where he graduated with a master's degree in information technology. Having previously worked both as a data analyst and an instructor, he is now an author specializing in technical books. He is the author of The Manga Guide to Statistics and The Manga Guide to Linear Algebra (No Starch Press).

Von der hinteren Coverseite

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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Verlag
No Starch Press
Erscheinungsdatum
2016
Sprache
Englisch
ISBN 10 
1593277288
ISBN 13 
9781593277284
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
232
Kontakt zum Hersteller
No Starch Press
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