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Viser: The Manga Guide to Regression Analysis
The Manga Guide to Regression Analysis
Shin Takahashi, Iroha Inoue og Co Ltd Trend
(2016)
om ca. 15 hverdage
Detaljer om varen
- Paperback: 232 sider
- Udgiver: No Starch Press, Incorporated (Maj 2016)
- Forfattere: Shin Takahashi, Iroha Inoue og Co Ltd Trend
- ISBN: 9781593277284
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.
Chapter 1: A Refreshing Glass of Math
Chapter 2: Regression Analysis
Chapter 3: Multiple Linear Regression Analysis
Chapter 4: Logistic Regression Analysis
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