The Manga Guide to Regression Analysis
商品資訊
ISBN13：9781593277284
出版社：No Starch Pr
作者：Shin Takahashi
出版日：2016/04/25
裝訂／頁數：平裝／232頁
規格：24.1cm*18.4cm*1.9cm (高/寬/厚)
商品簡介
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 eventsPerform diagnostics checks to verify the validity of the analysis
- Check the goodness of fit with Chi-square and F tests
作者簡介
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 ofThe Manga Guide to Statistics and The Manga Guide to Linear Algebra (No Starch Press).
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