Empirical justification of the uncertain equivalence method
Natalia Nikolova (2009)
Control and Cybernetics
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Natalia Nikolova (2009)
Control and Cybernetics
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C. Bielza, M. Gómez, S. Ríos-Insua, J. A. Fernández Del Pozo, P. García Barreno, S. Caballero, M. Sánchez Luna (1998)
Revista de la Real Academia de Ciencias Exactas Físicas y Naturales
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Jordi Ocaña, M. Pilar Sánchez O., Álex Sánchez, Josep Lluís Carrasco (2008)
SORT
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Equivalence testing is the natural approach to many statistical problems. First, its main application, bioequivalence testing, is reviewed. The basic concepts of bioequivalence testing (2×2 crossover designs, TOST, interval inclusion principle, etc.) and its problems (TOST biased character, the carryover problem, etc.) are considered. Next, equivalence testing is discussed more generally. Some applications and methods are reviewed and the relation of equivalence testing and distance-based...
Asunción Rubio, Jan Ámos Víšek (1993)
Kybernetika
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Marta Zalewska, Antoni Grzanka, Wojciech Niemiro, Bolesław Samoliński (2008)
Control and Cybernetics
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R. Pincus (1980)
Banach Center Publications
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Hitzl, W., Grabner, G. (2002)
Journal of Theoretical Medicine
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Edgard Nyssen (1998)
Kybernetika
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The present paper presents and discusses a methodology for interpreting the results, obtained from the application of a pattern classifier to an independent test set. It addresses the problem of testing the random classification null hypothesis in the multiclass case, by introducing an exact probability technique. The discussion of this technique includes the presentation of an interval estimation technique for the probability of correct classification, which is slightly more accurate...