Advanced Bayesian Methods for Medical Test Accuracy (Chapman by Lyle D. Broemeling PDF

By Lyle D. Broemeling

ISBN-10: 143983878X

ISBN-13: 9781439838785

Useful in lots of components of drugs and biology, Bayesian equipment are quite appealing instruments for the layout of medical trials and diagnostic exams, that are in response to confirmed info, frequently from comparable prior studies. Advanced Bayesian equipment for clinical try out Accuracy starts with a evaluate of the standard measures comparable to specificity, sensitivity, confident and damaging predictive price, and the realm less than the ROC curve. Then the scope expands to hide the extra complex themes of verification bias, diagnostic checks with imperfect gold criteria, and people for which no most reliable is offered.

Promoting accuracy and potency of medical trials, checks, and the diagnostic method, this book:

  • Enables the person to successfully follow previous details through a WinBUGS package deal

  • Presents many principles for the 1st time and is going some distance past the 2 regular references

  • Integrates reader contract with varied modalities—X-ray, CT Scanners, and more—to research their impact on clinical try out accuracy

  • Provides functional chapter-end problems

Useful for graduate scholars and consulting statisticians operating within the a number of components of diagnostic medication and learn layout, this sensible source introduces the basics of programming and executing insects, giving readers the instruments and event to effectively learn stories for scientific try accuracy.

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Advanced Bayesian Methods for Medical Test Accuracy (Chapman & Hall/CRC Biostatistics Series) by Lyle D. Broemeling

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