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The spread of sophisticated computer packages and the machinery on which to run them has meant that procedures which were previously only available to experienced researchers with access to expensive machines and research students can now be carried out in a few seconds by almost every undergraduate. Understanding and Using Advanced Statistics provides the basis for gaining an understanding of what these analytic procedures do, when they should be used, and what the results provided signify. This comprehensive textbook guides students and researchers through the transition from simple statistics to more complex procedures with accessible language and illustration. Each chapter covers a separate statistical method and provides: An outline of the technique Examples of the types of question it answers An explanation of the information that can be gleaned from the results Examples from published literature of how the technique has been used in a range of disciplines Frequently asked questions A comprehensive chapter summary Suggestions for further reading A glossary of key terms As statistical techniques become increasingly common and the understanding of these becomes ever more essential, Understanding and Using Advanced Statistics is an essential guide for all students and researchers throughout the social sciences.