Download e-book for iPad: Analyzing Receiver Operating Characteristic Curves with SAS by Mithat Gonen

By Mithat Gonen

ISBN-10: 1599942984

ISBN-13: 9781599942988

As a diagnostic decision-making software, receiver working attribute (ROC) curves supply a accomplished and visually appealing method to summarize the accuracy of predictions. they're used greatly in scientific prognosis and more and more in fields equivalent to information mining, credits scoring, climate forecasting, and psychometry. In examining Receiver working attribute Curves with SAS, writer Mithat Gonen illustrates the various current SAS techniques that may be adapted to supply ROC curves and expands upon extra analyses utilizing different SAS techniques and macros. either parametric and nonparametric equipment for interpreting ROC curves are coated in detail.

Topics addressed include:

  • Appropriate equipment for binary, ordinal, and non-stop measures
  • Computations utilizing PROC FREQ, PROC LOGISTIC, PROC NLMIXED, and macros
  • Comparing the ROC curves of numerous markers and adjusting them for covariates
  • ROC curves with censored data
  • Using the ROC curve for comparing multivariable prediction versions through bootstrap and cross-validation
  • ROC curves in SAS company Miner
  • And more!

Written for any statistician attracted to studying extra approximately ROC curve method, the ebook assumes readers have a simple realizing of regression methods and average familiarity with Base SAS and SAS/STAT. a few familiarity with SAS/GRAPH is beneficial yet no longer essential.

This publication is a part of the SAS Press program.

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Analyzing Receiver Operating Characteristic Curves with SAS (Sas Press Series) by Mithat Gonen

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