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Regression anlysis provides students with the skills and techniques necessary for the intelligent statistical analysis of a response variable. This work shows that there is a defined structure underlying the analysis and explains the rationale behind the methods presented. Due to the increased availability, power and user-friendliness of computers, the more useful, and therefore the more complex statistical analyses are now performed with software rather than by applying formulas. This book, therefore, focuses on the underlying statistical concepts and de-emphasizes the use of formulas. It incorporates real data from SAS, a popular package at this level.