Full Description
Most medical researchers, whether clinical or non-clinical, receive some background in statistics as undergraduates. However, it is most often brief, a long time ago, and largely forgotten by the time it is needed. Furthermore, many introductory texts fall short of adequately explaining the underlying concepts of statistics, and often are divorced from the reality of conducting and assessing medical research. Practical Statistics for Medical Research is a problem-based text for medical researchers, medical students, and others in the medical arena who need to use statistics but have no specialized mathematics background.
Explores topics of particular importance in clinical practice, including diagnostic tests, method comparison, and observer agreement
Utilizes real data throughout and includes dozens of interesting data sets
Discusses the use and misuse of statistics, enabling readers to judge the appropriateness of methods and interpretations published in medical journals
Describes the main statistical methods for comparing data collected from different groups of individuals or for relating different observations from the same people
Provides many problems, all with detailed solutions
The author draws on twenty years of experience as a consulting medical statistician to provide clear explanations to key statistical concepts, with a firm emphasis on practical aspects of designing and analyzing medical research. The text gives special attention to the presentation and interpretation of results and the many real problems that arise in medical research.
Contents
Statistics in Medical Research. Types of Data. Describing Data. Theoretical Distributions. Designing Research. Using a Computer. Preparing to Analyse Data. Principles of Statistical Analysis. Comparing Groups - Continous Data. Comparing Groups - Categorical Data. Relation between Two Continuous Variables. Relations between Several Variables. Analysis of Survival Times. Some Common Problems in Medical Research. Clinical Trials. The Medical Literature. Appendix A: Mathematical Notation. Appendix B: Statistical Tables. Answers to Exercises. References. Index.
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