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Receiver operating characteristic
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==Further reading== {{Commons category|Receiver operating characteristic}} * Balakrishnan, Narayanaswamy (1991); ''Handbook of the Logistic Distribution'', Marcel Dekker, Inc., {{ISBN|978-0-8247-8587-1}} * {{cite journal | last1 = Brown | first1 = Christopher D. | last2 = Davis | first2 = Herbert T. | year = 2006 | title = Receiver operating characteristic curves and related decision measures: a tutorial | journal = Chemometrics and Intelligent Laboratory Systems | volume = 80 | pages = 24–38 | doi=10.1016/j.chemolab.2005.05.004}} * {{cite journal | last1 = Rotello | first1 = Caren M. | last2 = Heit | first2 = Evan | last3 = Dubé | first3 = Chad | s2cid = 6046065 | year = 2014 | title = When more data steer us wrong: replications with the wrong dependent measure perpetuate erroneous conclusions | url = http://faculty.ucmerced.edu/sites/default/files/eheit/files/rotello_heit_dube_pbr.pdf | journal = Psychonomic Bulletin & Review | doi=10.3758/s13423-014-0759-2 | pmid = 25384892 | volume=22 | issue = 4 | pages=944–954| doi-access = free }} * {{cite journal | last1 = Fawcett | first1 = Tom | year = 2004 | title = ROC Graphs: Notes and Practical Considerations for Researchers | url = http://home.comcast.net/~tom.fawcett/public_html/papers/ROC101.pdf| journal = Pattern Recognition Letters | volume = 27 | issue = 8| pages = 882–891 | doi = 10.1016/j.patrec.2005.10.012 | citeseerx = 10.1.1.145.4649 }} * Gonen, Mithat (2007); ''Analyzing Receiver Operating Characteristic Curves Using SAS'', SAS Press, {{ISBN|978-1-59994-298-8}} * Green, William H., (2003) ''Econometric Analysis'', fifth edition, [[Prentice Hall]], {{ISBN|0-13-066189-9}} * {{cite journal | last1 = Heagerty | first1 = Patrick J. | last2 = Lumley | first2 = Thomas | last3 = Pepe | first3 = Margaret S. | s2cid = 8822160 | year = 2000 | title = Time-dependent ROC Curves for Censored Survival Data and a Diagnostic Marker | journal = Biometrics | volume = 56 | issue = 2| pages = 337–344 | doi=10.1111/j.0006-341x.2000.00337.x| pmid = 10877287 }} * Hosmer, David W.; and Lemeshow, Stanley (2000); ''Applied Logistic Regression'', 2nd ed., New York, NY: [[John Wiley & Sons|Wiley]], {{ISBN|0-471-35632-8}} * {{cite journal | last1 = Lasko | first1 = Thomas A. | last2 = Bhagwat | first2 = Jui G. | last3 = Zou | first3 = Kelly H. | last4 = Ohno-Machado | first4 = Lucila | year = 2005 | title = The use of receiver operating characteristic curves in biomedical informatics | journal = Journal of Biomedical Informatics | volume = 38 | issue = 5| pages = 404–415 | doi=10.1016/j.jbi.2005.02.008| pmid = 16198999 | citeseerx = 10.1.1.97.9674 }} * {{cite journal | last1 = Mas| first1 = Jean-François |last2 = Filho | first2 = Britaldo Soares |last3 = Pontius | first3 = Jr, Robert Gilmore | last4 = Gutiérrez| first4 = Michelle Farfán| last5 = Rodrigues | first5 = Hermann |year = 2013 | title = A suite of tools for ROC analysis of spatial models| journal = ISPRS International Journal of Geo-Information | volume = 2 | issue = 3| pages = 869–887| doi = 10.3390/ijgi2030869 | bibcode = 2013IJGI....2..869M | doi-access = free }} * {{cite journal | last1 = Pontius | first1 = Jr, Robert Gilmore | last2 = Parmentier| first2 = Benoit| s2cid = 15924380 | year = 2014 | title = Recommendations for using the Relative Operating Characteristic (ROC)| url = https://www.researchgate.net/publication/263195341 | journal = Landscape Ecology | volume = 29 | issue = 3| pages = 367–382| doi = 10.1007/s10980-013-9984-8 | bibcode = 2014LaEco..29..367P }} * {{cite journal | last1 = Pontius | first1 = Jr, Robert Gilmore | last2 = Pacheco| first2 = Pablo| s2cid = 155073463 | year = 2004 | title = Calibration and validation of a model of forest disturbance in the Western Ghats, India 1920–1990| url = https://www.researchgate.net/publication/226020087| journal = GeoJournal | volume = 61 | issue = 4| pages = 325–334| doi = 10.1007/s10708-004-5049-5 | bibcode = 2004GeoJo..61..325G }} * {{cite journal | last1 = Pontius | first1 = Jr, Robert Gilmore | last2 = Batchu| first2 = Kiran| s2cid = 14452746 | year = 2003 | title = Using the relative operating characteristic to quantify certainty in prediction of location of land cover change in India| journal = Transactions in GIS| volume = 7 | issue = 4| pages = 467–484| doi = 10.1111/1467-9671.00159 | bibcode = 2003TrGIS...7..467P }} * {{cite journal | last1 = Pontius | first1 = Jr, Robert Gilmore | last2 = Schneider| first2 = Laura| year = 2001 | title = Land-use change model validation by a ROC method for the Ipswich watershed, Massachusetts, USA| url = https://www.academia.edu/19474075| journal = Agriculture, Ecosystems & Environment| volume = 85 | issue = 1–3| pages = 239–248| doi = 10.1016/S0167-8809(01)00187-6 }} * {{cite journal | last1 = Stephan | first1 = Carsten | last2 = Wesseling | first2 = Sebastian | last3 = Schink | first3 = Tania | last4 = Jung | first4 = Klaus | year = 2003 | title = Comparison of Eight Computer Programs for Receiver-Operating Characteristic Analysis | journal = Clinical Chemistry | volume = 49 | issue = 3| pages = 433–439 | doi=10.1373/49.3.433| pmid = 12600955 | doi-access = free }} * Swets, John A.; Dawes, Robyn M.; and Monahan, John (2000); ''Better Decisions through Science'', [[Scientific American]], October, pp. 82–87 * {{cite journal | last1 = Zou | first1 = Kelly H. | last2 = O'Malley | first2 = A. James | last3 = Mauri | first3 = Laura | year = 2007 | title = Receiver-operating characteristic analysis for evaluating diagnostic tests and predictive models | journal = Circulation | volume = 115 | issue = 5| pages = 654–7 | doi=10.1161/circulationaha.105.594929| pmid = 17283280 | doi-access = free }} * {{cite book |first1=Xiao-Hua |last1=Zhou |first2=Nancy A. |last2=Obuchowski|author2-link=Nancy Obuchowski |first3=Donna K. |last3=McClish |year=2002 |title=Statistical Methods in Diagnostic Medicine |publisher=Wiley & Sons |location=New York, NY| isbn=978-0-471-34772-9 }} * {{cite journal |author = Chicco D. |author2 = Jurman G. | title = The Matthews correlation coefficient (MCC) should replace the ROC AUC as the standard metric for assessing binary classification | journal = BioData Mining | date = 2023 | volume = 16 | issue = 1 |page = 4 | doi = 10.1186/s13040-023-00322-4 |pmid = 36800973 | pmc = 9938573 |doi-access = free}} {{Statistics|state=expanded}} {{Machine learning evaluation metrics}} {{Public health}} {{Authority control}} {{DEFAULTSORT:Receiver Operating Characteristic}} [[Category:Detection theory]] [[Category:Data mining]] [[Category:Biostatistics]] [[Category:Statistical classification]] [[Category:Summary statistics for contingency tables]]
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