The Manga Guide to Regression Analysis

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Sprache: Englisch

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Beschreibung

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.

Über den Autor

Shin Takahashi, Iroha Inoue, and Trend-Pro Co., Ltd.

Zusammenfassung

A comic guide to regression analysis, a major component of statistics
- Math-related Manga Guides (Statistics and Calculus) have sold over 30,000 copies
- Long shelf life
- Series has sold over 500,000 copies worldwide

Inhaltsverzeichnis

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

Details

Empfohlen (bis):	17
Empfohlen (von):	14
Erscheinungsjahr:	2016
Fachbereich:	Analysis
Genre:	Mathematik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	XII 220 S.
ISBN-13:	9781593277284
ISBN-10:	1593277288
UPC:	689145772883
EAN:	0689145772883
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Takahashi, Shin Inoue, Iroha Trend, Co Ltd
Illustrator:	Iroha Inoue
Hersteller:	No Starch Press Penguin Random House LLC
Maße:	254 x 180 x 22 mm
Von/Mit:	Shin Takahashi (u. a.)
Erscheinungsdatum:	01.05.2016
Gewicht:	0,469 kg