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 (c) 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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