Measurement, Design, and Analysis: An Integrated Approach
In textbooks and courses in statistics, substantive and measurement issues are rarely, if at all, considered. Similarly, textbooks and courses in measurement virtually ignore design and analytic questions, and research design textbooks and courses pay little attention to analytic and measurement issues. This fragmentary approach fosters a lack of appreciation of the interrelations and interdependencies among the various aspects of the research endeavor. Pedhazur and Schmelkin's goal is to help readers become proficient in these aspects of research and their interrelationships, and to use that information in a more integrated manner. The authors offer extensive commentaries on inputs and outputs of computer programs in the context of the topics presented. Both the organization of the book and the style of presentation allow for much flexibility in choice, sequence, and degree of sophistication with which topics are dealt.
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Pehazur and Schmelkin is one of only a handful of go-to references for experimental design and statistics. Even now, several decades later, it is a classic reference text where you can always learn something new. That said, it is absolutely NOT a good textbook and should never be used as the primary text for a class on design. This is a reference manual only, to be consulted when needed.