By Mithat Gonen

ISBN-10: 1599942984

ISBN-13: 9781599942988

As a diagnostic decision-making device, receiver working attribute (ROC) curves supply a finished and visually appealing technique to summarize the accuracy of predictions. they're used generally in clinical analysis and more and more in fields similar to info mining, credits scoring, climate forecasting, and psychometry. In reading Receiver working attribute Curves with SAS, writer Mithat Gonen illustrates the numerous latest SAS strategies that may be adapted to provide ROC curves and expands upon extra analyses utilizing different SAS methods and macros. either parametric and nonparametric equipment for examining 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 drawn to studying extra approximately ROC curve technique, the booklet assumes readers have a easy realizing of regression systems and reasonable familiarity with Base SAS and SAS/STAT. a few familiarity with SAS/GRAPH is useful 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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