First (and Second) Steps in Statistics, Second Edition provides a clear and concise introduction to the main statistical procedures used in the social and behavioral sciences.
The authors present the rationale and procedure for analyzing data using engaging examples with an emphasis on understanding rather than computation. It is ideally suited for introductory courses in statistics given its gentle beginning, yet progressive treatment of topics. In addition to descriptive statistics, graphs, t tests, one way ANOVAs, Chi-square, and simple linear regression, this Second Edition now includes some new, more advanced topic areas as well as a host of additional examples to help student confidently progress through their studies and apply the techniques in lab work, reports and research projects.
- Re-organized first three chapters giving more attention to Univariate Statistics and providing more examples to work through at this level
- Offers more advanced "Second Step" content added on Factorial ANOVA and Multiple Regression
- Incorporates robust Methods chapter from the first edition now spread throughout the book, as is linked with common teaching practices.
- Contains more examples added to enhance the book's practical nature
- Includes a host of exercises as well as further reading sections at the end of every chapter
An accompanying web page includes information for each chapter using the statistical packages SPSS and R.
So what does 'and second' in the title of this new edition mean? What has changed so that
you should buy this new edition rather than search eBay for the original? There are three
areas where we focused. First, there is the general updating of some examples and adding
some new ones. We received feedback on which examples worked and which did not, and
made changes accordingly. We also go into a little more depth on some topics than in the
original edition. If these were the only changes then it would have just been a second edition
without the title change. We have two new steps. The chapter in the original edition
on robust methods has been taken and spread throughout the other chapters. This change
was due to many people writing and saying that they taught, for example, the Wilcoxon
tests in the same week as the t tests and therefore they wanted them in the same chapter.
We also added more tests based on the median because the median often gets discussed in
the initial chapters of textbooks, but then is not mentioned again. There are tests for the
median, and we wanted to include these. The second extra step is factorial ANOVA. Again,
this was in response to public demand (yes, people are demanding factorial ANOVA). This
is Chapter 9 in the current edition.