Statistics II for Dummies

Statistics II for Dummies

Learn to:

Increase your skills in data analysis

Sort through and test models

Make predictions

Apply statistics to real-world situations

Deborah Rumsey, PhD

Author of Statistics For Dummies and Statistics Workbook For Dummies

The fun and easy way(R) to enhance your grasp of statistics

Need to expand your statistics knowledge and move on to Statistics II? This friendly, hands-on guide gives you the skills you need to take on multiple regression, analysis of variance (ANOVA), Chi-square tests, nonparametric procedures, and other key topics. Statistics II For Dummies also provides plenty of test-taking strategies as well as real-world applications that make data analysis a snap, whether you're in the classroom or at work.

Begin with the basics -- review the highlights of Stats I and expand on simple linear regression, confidence intervals, and hypothesis tests

Start making predictions -- master multiple, nonlinear, and logistic regression; check conditions; and interpret results

Analyze variance with ANOVA -- break down the ANOVA table, one-way and two-way ANOVA, the F-test, and multiple comparisons

Connect with Chi-square tests -- examine two-way tables and test categorical data for independence and goodness-of-fit

Leap ahead with nonparametrics -- grasp techniques used when you can't assume your data has a normal distribution

Open the book and find:

Up-to-date methods for analyzing data

Full explanations of Statistics II concepts

Clear and concise step-by-step procedures

Dissection of computer output

Lots of tips, strategies, and warnings

Ten common errors in statistical conclusions

Everyday statistics applications

Tables for completing calculations used in the book