The Manga Guide to Regression Analysis

Informationen zum Autor Shin Takahashi, Iroha Inoue, and Trend-Pro Co., Ltd. Klappentext Like a lot of people, Miu has had trouble learning regression analysis. But with new motivationin the form of a handsome but shy customerand 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. Zusammenfassung Like a lot of people, Miu has had trouble learning regression analysis. But with new motivationin the form of a handsome but shy customerand 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. 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...

Auteur

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

Texte du rabat

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.

Contenu
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