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In 1937, Sir Austin Bradford Hill wrote, “Statistics are curious things. They afford one of the few examples in which the use, or abuse, of mathematical methods tends to induce a strong emotional reaction in non-mathematical minds. This is because statisticians apply, to problems in which we are interested, a technique which we do not understand. It is exasperating, when we have studied a problem by methods that we have spent laborious years mastering, to find our conclusions questioned, and perhaps refuted, by someone who could not have made the observations himself. It requires more equanimity than most of us possess to acknowledge that the fault is in ourselves.”
Over the past decade, we have provided statistical consulting and training to health researchers and have encountered their difficulties in biostatistical application. We have also conducted numerous biostatistics workshops, primarily based on SPSS. The most recurrent feedback postworkshop was the need for a biostatistics book that could help in day-to-day research. Clinicians and public health researchers typically have dual roles in addition to researched both in the services sector as well as in teaching and/or administration. There are excellent books on biostatistics, but most are theory laden and do not help with practical applications. We have attempted to write a book that bridges this gap, provides enough theory, and delves into the applications and interpretations of biostatistical tests. We have also provided boxes in each chapter to highlight the problems that arise from wrong application or choice of tests, which to our surprise is quite common.
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