02665nam a2200205 4500 0335200591 TZS 35,000/= MUL eng AACR 001.422 CRA Cramer, Duncan Advanced quantitative data analysis / Duncan Cramer Maidenhead : Open University Press, c2003 xi, 254 p. : ill. 26 cm. Understanding social research Includes bibliographical references Introduction Exploratory factor analysis Confirmatory factor analysis Cluster analysis Stepwise multiple regression Hierarchical multiple regression Path analysis assuming no measurement error Path analysis accounting for measurement error Binary logistic regression An introduction to analysis of variance and covariance Unrelated one-way analysis of covariance Unrelated two-way analysis of variance Discriminant analysis Log-linear analysis What do advanced statistical techniques do? When is it appropriate to use them? How are they carried out and reported? There are a variety of statistical techniques used to analyse quantitative data that masters students, advanced undergraduates and researchers in the social sciences are expected to be able to understand and undertake. This book explains these techniques, when it is appropriate to use them, how to carry them out and how to write up the results. Most books which describe these techniques do so at too advanced or technical a level to be readily understood by many students who need to use them. In contrast, the following features characterise this book: concise and accessible introduction to calculating and interpreting advanced statistical techniques; use of a small data set of simple numbers specifically designed to illustrate the nature and manual calculation of the most important statistics in each technique; succinct illustration of writing up the results of these analyses; minimum of mathematical, statistical and technical notation; and, annotated bibliography and glossary of key concepts.; Commonly used software is introduced, and instructions are presented for carrying out analyses and interpreting the output using the computer programs of SPSS Release 11 for Windows and a version of LISREL 8.51, which is freely available online. Designed as a textbook for postgraduate and advanced undergraduate courses across the socio-behavioural sciences, this book will also serve as a personal reference for researchers in disciplines such as sociology and psychology Social sciences--Statistical methods Research methodology BK 6626 6626 0 0 0 0 MU0001 MU0001 2010-03-30 VUA 0 001.422 CRA 0058160 2022-12-10 00:00:00 1 2022-12-10 BK