This practical text is unusual in its mix of the theory of statistics and a discussion of data analysis. Whilst covering all the usual topics in mathematical statistics, special attention is paid to data analysis, graphical displays, aspects of experimental design and the importance of computers in contemporary statistics. In the analysis of real data, the roles played by both formal theory and informal data-analytic methods can be seen. Many real data sets are used in examples and exercises to motivate and introduce theoretical developments. Extensive treatment is given to survey sampling and residual analysis.
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