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Viser: The Manga Guide to Regression Analysis

The Manga Guide to Regression Analysis

The Manga Guide to Regression Analysis

Shin Takahashi, Iroha Inoue og Trend-Pro Co, LTD. Staff
(2016)
Sprog: Engelsk
No Starch Press, Incorporated
249,00 kr.
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Detaljer Om Varen

  • Paperback: 232 sider
  • Udgiver: No Starch Press, Incorporated (Maj 2016)
  • Forfattere: Shin Takahashi, Iroha Inoue og Trend-Pro Co, LTD. Staff
  • ISBN: 9781593277284
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 caf© 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
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