Modern Statistics for the Social and Behavioral Sciences: A Practical Introduction by Rand Wilcox
Modern Statistics for the Social and Behavioral Sciences: A Practical Introduction by Rand Wilcox PDF, ePub eBook D0wnl0ad
In addition to learning how to apply classic statistical methods, students need to understand when these methods perform well, and when and why they can be highly unsatisfactory. Modern Statistics for the Social and Behavioral Sciences illustrates how to use R to apply both standard and modern methods to correct known problems with classic techniques. Numerous illustrations provide a conceptual basis for understanding why practical problems with classic methods were missed for so many years, and why modern techniques have practical value.
Designed for a two-semester, introductory course for graduate students in the social sciences, this text introduces three major advances in the field:
- Early studies seemed to suggest that normality can be assumed with relatively small sample sizes due to the central limit theorem. However, crucial issues were missed. Vastly improved methods are now available for dealing with non-normality.
- The impact of outliers and heavy-tailed distributions on power and our ability to obtain an accurate assessment of how groups differ and variables are related is a practical concern when using standard techniques, regardless of how large the sample size might be. Methods for dealing with this insight are described.
- The deleterious effects of heteroscedasticity on conventional ANOVA and regression methods are much more serious than once thought. Effective techniques for dealing heteroscedasticity are described and illustrated.
Requiring no prior training in statistics, Modern Statistics for the Social and Behavioral Sciences provides a graduate-level introduction to basic, routinely used statistical techniques relevant to the social and behavioral sciences. It describes and illustrates methods developed during the last half century that deal with known problems associated with classic techniques. Espousing the view that no single method is always best, it imparts a general understanding of the relative merits of various techniques so that the choice of method can be made in an informed manner.
From reader reviews:
Ginger Amundson:
This Modern Statistics for the Social and Behavioral Sciences: A Practical Introduction is completely new way for you who has curiosity to look for some information because it relief your hunger info. Getting deeper you in it getting knowledge more you know or perhaps you who still having little digest in reading this Modern Statistics for the Social and Behavioral Sciences: A Practical Introduction can be the light food for yourself because the information inside this particular book is easy to get through anyone. These books acquire itself in the form which can be reachable by anyone, yep I mean in the e-book application form. People who think that in guide form make them feel sleepy even dizzy this guide is the answer. So there is not any in reading a book especially this one. You can find actually looking for. It should be here for you actually. So , don't miss this! Just read this e-book style for your better life and knowledge.
Amy Lewis:
That e-book can make you to feel relax. This book Modern Statistics for the Social and Behavioral Sciences: A Practical Introduction was bright colored and of course has pictures around. As we know that book Modern Statistics for the Social and Behavioral Sciences: A Practical Introduction has many kinds or type. Start from kids until youngsters. For example Naruto or Detective Conan you can read and think that you are the character on there. So , not at all of book are generally make you bored, any it can make you feel happy, fun and loosen up. Try to choose the best book in your case and try to like reading in which.
Patrick Austin:
As a pupil exactly feel bored in order to reading. If their teacher requested them to go to the library as well as to make summary for some publication, they are complained. Just tiny students that has reading's internal or real their leisure activity. They just do what the educator want, like asked to go to the library. They go to right now there but nothing reading significantly. Any students feel that reading is not important, boring along with can't see colorful images on there. Yeah, it is to be complicated. Book is very important in your case. As we know that on this period of time, many ways to get whatever we wish. Likewise word says, many ways to reach Chinese's country. Therefore this Modern Statistics for the Social and Behavioral Sciences: A Practical Introduction can make you truly feel more interested to read.
Read Modern Statistics for the Social and Behavioral Sciences: A Practical Introduction by Rand Wilcox for online ebook
Modern Statistics for the Social and Behavioral Sciences: A Practical Introduction by Rand Wilcox Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Modern Statistics for the Social and Behavioral Sciences: A Practical Introduction by Rand Wilcox books to read online.
Tidak ada komentar:
Posting Komentar