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

By Mithat Gonen

As a diagnostic decision-making instrument, receiver working attribute (ROC) curves offer a complete and visually beautiful option to summarize the accuracy of predictions. they're used largely in scientific analysis and more and more in fields comparable to facts mining, credits scoring, climate forecasting, and psychometry. In interpreting Receiver working attribute Curves with SAS, writer Mithat Gonen illustrates the numerous present SAS techniques that may be adapted to provide ROC curves and expands upon extra analyses utilizing different SAS systems and macros. either parametric and nonparametric equipment for studying ROC curves are lined in detail.

Topics addressed include:

  • Appropriate tools for binary, ordinal, and non-stop measures
  • Computations utilizing PROC FREQ, PROC LOGISTIC, PROC NLMIXED, and macros
  • Comparing the ROC curves of a number of markers and adjusting them for covariates
  • ROC curves with censored data
  • Using the ROC curve for comparing multivariable prediction types 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 publication assumes readers have a simple figuring out of regression strategies and reasonable familiarity with Base SAS and SAS/STAT. a few familiarity with SAS/GRAPH is beneficial yet now not 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

Best probability & statistics books

Download e-book for iPad: Beliefs, Interactions and Preferences: in Decision Making by Mark J. Machina,Bertrand Munier

Ideals, Interactions and personal tastes in determination Making mixes a range of papers, offered on the 8th Foundations and functions of software and possibility idea (`FUR VIII') convention in Mons, Belgium, including a number of solicited papers from famous authors within the box. This ebook addresses the various questions that experience lately emerged within the study on decision-making and hazard conception.

Read e-book online The BUGS Book: A Practical Introduction to Bayesian Analysis PDF

Bayesian statistical tools became everyday for info research and modelling in recent times, and the insects software program has develop into the most well-liked software program for Bayesian research world wide. Authored via the crew that initially built this software program, The insects booklet presents a pragmatic creation to this application and its use.

Read e-book online Markov Decision Processes: Discrete Stochastic Dynamic PDF

The Wiley-Interscience Paperback sequence contains chosen books which were made extra available to shoppers with the intention to elevate international charm and basic move. With those new unabridged softcover volumes, Wiley hopes to increase the lives of those works by way of making them on hand to destiny generations of statisticians, mathematicians, and scientists.

Read e-book online Elementare Stochastik: Ein Lernbuch - von Studierenden PDF

In diesem Lehrbuch kommen die wichtigsten Konzepte der elementaren Stochastik vor, und es wird klar, dass sie eine enge Beziehung zum "wirklichen Leben" haben. Es ist kein "trockenes" Lehrbuch, sondern es enthält neben dem Lehrstoff viele ergänzende Bemerkungen und Bilder zur representation. guy kann sich einige der behandeltenThemen auch durch kleine Computerprogramme visualisieren lassen, die auf der zum Buch gehörigen Internetseite zur Verfügung gestellt werden.

Additional 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 Richard

Rated 4.74 of 5 – based on 8 votes