img Leseprobe Leseprobe

Statistical Remedies for Medical Researchers

Peter F. Thall

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Springer International Publishing img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik

Beschreibung

This book illustrates numerous statistical practices that are commonly used by medical researchers, but which have severe flaws that may not be obvious.  For each example, it provides one or more alternative statistical methods that avoid misleading or incorrect inferences being made. The technical level is kept to a minimum to make the book accessible to non-statisticians. At the same time, since many of the examples describe methods used routinely by medical statisticians with formal statistical training, the book appeals to a broad readership in the medical research community.

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Schlagwörter

Bias correction, Design of medical experiments, P-value, Phase I Trials, Dose finding, Bayesian statistics, Precision medicine, Probability, Analysis of medical experiments, Expansion cohorts, Survival analysis, Adaptive randomization, Clinical trials, Dynamic treatment regimes, Experimental design, Monitoring toxicity, Randomization, Hypothesis testing, Confounding