The Manga Guide to Regression Analysis

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9781593277284: The Manga Guide to Regression Analysis
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Like many people, Mui is having trouble learning regression analysis-or even staying awake in class. But with new motivation, in the form of a handsome but shy customer, and the help of her brilliant cafe'; co-worker Risa, she's determined to conquer it.

Follow along with Mui and Risa as they calculate the effect of temperature on iced tea orders, predict bakery revenues, and work out probabilities of cake sales with simple, multiple, and binomial logistic regression analysis. You'll get a refresher in basic concepts such as matrix equations, inverse functions, logarithms, and differentiation, before learning how to:

  • Calculate the regression equation with sums of squares and regression coefficients
  • Work out the correlation coefficient to check the accuracy of your equation
  • Assess the regression analysis with hypothesis tests, analysis of variance, and confidence intervals
  • Use probability density functions and odds ratios to calculate probabilities of future events
  • Perform diagnostics checks to verify the validity of the analysis
  • Check the goodness of fit with Chi-square and F tests
Whether you're learning regression analysis for the first time or you've just never managed to wrap your head around the topic, The Manga Guide to Regression Analysis makes mastering this tricky technique simpler, straight forward, and fun.

Über 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).

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Shin Takahashi
Verlag: No Starch Inc. Okt 2016 (2016)
ISBN 10: 1593277288 ISBN 13: 9781593277284
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Buchbeschreibung No Starch Inc. Okt 2016, 2016. Taschenbuch. Buchzustand: Neu. 254x180x22 mm. Neuware - Praise for the Manga Guide Series 'Highly recommended.' - Choice Magazine 'Stimulus for the next generation of Scientists.' - Scientific Computing ' A great fit of Form and Subject. Recommended.' - Otaku USA Magazine Make Statistics a Cakewalk! 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. 220 pp. Englisch. Artikel-Nr. 9781593277284

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