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.

Show description

Read Online or Download Analyzing Receiver Operating Characteristic Curves with SAS (Sas Press Series) PDF

Similar probability & statistics books

Read e-book online Applied Asymptotics: Case Studies in Small-Sample Statistics PDF

In fields corresponding to biology, clinical sciences, sociology, and economics researchers frequently face the location the place the variety of to be had observations, or the volume of obtainable details, is adequately small that approximations in keeping with the conventional distribution should be unreliable. Theoretical paintings over the past quarter-century has ended in new likelihood-based tools that bring about very actual approximations in finite samples, yet this paintings has had restricted impression on statistical perform.

Michael A. Proschan,Pamela A. Shaw's Essentials of Probability Theory for Statisticians (Chapman PDF

Necessities of chance conception for Statisticians offers graduate scholars with a rigorous remedy of likelihood idea, with an emphasis on effects vital to theoretical data. It provides classical likelihood idea inspired with illustrative examples in biostatistics, equivalent to outlier exams, tracking scientific trials, and utilizing adaptive the way to make layout alterations in line with collecting info.

Sean Meyn,Richard L. Tweedie,Peter W. Glynn's Markov Chains and Stochastic Stability (Cambridge PDF

Meyn and Tweedie is again! The bible on Markov chains commonly nation areas has been pointed out thus far to mirror advancements within the box for the reason that 1996 - a lot of them sparked through booklet of the 1st version. The pursuit of extra effective simulation algorithms for complicated Markovian types, or algorithms for computation of optimum rules for managed Markov types, has opened new instructions for study on Markov chains.

Download e-book for kindle: Nonlinear Systems with Stochastic Fluctuations by Wei Xu,Yong Xu,Higher Education Press

Nonlinear dynamics and its purposes were less than extensive reviews in the course of final twenty years. notwithstanding, trivial random noise could lead to unpredictable effects. these days stochastic dynamics has raised pursuits in lots of fields, equivalent to actual technology, lifestyles technological know-how, chaotic electrical circuits, and nonlinear psychology.

Extra info for Analyzing Receiver Operating Characteristic Curves with SAS (Sas Press Series)

Example text

Download PDF sample

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


by Anthony
4.0

Rated 4.44 of 5 – based on 19 votes