Shin Takahashi, Iroha Inoue, Co Ltd Trend
The Manga Guide to Regression Analysis
Paperback
(No Starch Press May 1, 2016)
, 1 edition
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.
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.
- Series
- Manga Guide
- ISBN
- 1593277288 / 9781593277284
- Pages
- 232
- Weight
- 16.0 oz.
- Dimensions
- 7.1 x 0.6 in.
Enjoy reading The Manga Guide to Regression Analysis? You may also like these books
-
Z+
Shin Takahashi, Co Ltd Trend
The Manga Guide to Statistics
Paperback (No Starch Press Nov. 15, 2008) -
Z
Mana Takahashi, Shoko Azuma, Co Ltd Trend
The Manga Guide to Databases
Paperback (No Starch Press Jan. 15, 2009) -
Michio Shibuya, Takashi Tonagi, Office Sawa
The Manga Guide to Microprocessors
Paperback (No Starch Press Aug. 29, 2017) -
X
Masaharu Takemura, Sakura, Becom Co. Ltd.
The Manga Guide to Molecular Biology
Paperback (No Starch Press Aug. 1, 2009) -
Y
Hideo Nitta, Keita Takatsu, Co Ltd Trend
The Manga Guide to Physics
Paperback (No Starch Press May 1, 2009) -
W
Kazuhiro Fujitaki, Matsuda, Co Ltd Trend
The Manga Guide to Electricity
Paperback (No Starch Press March 1, 2009) -
Etsuro Tanaka, Keiko Koyama, Becom Co. Ltd.
The Manga Guide to Physiology
Paperback (No Starch Press Nov. 1, 2015) -
Y
Kenji Ishikawa, Kiyoshi Kawabata, Yutaka Hiiragi, Verte Corp Verte
The Manga Guide to the Universe
Paperback (No Starch Press Aug. 1, 2011)