J
Juan Carlos Correa
Researcher at National University of Colombia
Publications - 55
Citations - 384
Juan Carlos Correa is an academic researcher from National University of Colombia. The author has contributed to research in topics: Probability distribution & Population. The author has an hindex of 9, co-authored 49 publications receiving 330 citations. Previous affiliations of Juan Carlos Correa include National University of Colombia at Medellín.
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Journal ArticleDOI
Manipulating the Alpha Level Cannot Cure Significance Testing
David Trafimow,Valentin Amrhein,Valentin Amrhein,Corson N. Areshenkoff,Carlos Barrera-Causil,Eric J. Beh,Yusuf K. Bilgic,Roser Bono,M. T. Bradley,William M. Briggs,Héctor A. Cepeda-Freyre,Sergio E. Chaigneau,Daniel R. Ciocca,Juan Carlos Correa,Denis Cousineau,Michiel R. de Boer,Subhra Sankar Dhar,Igor Dolgov,Juana Gómez-Benito,Marian Grendar,Marian Grendar,James W. Grice,Martin E. Guerrero-Gimenez,Andrés Gutiérrez,Tania B. Huedo-Medina,Klaus Jaffe,Armina Janyan,Ali Karimnezhad,Fränzi Korner-Nievergelt,Koji Kosugi,Martin Lachmair,Rubén Daniel Ledesma,Roberto Limongi,Marco Tullio Liuzza,Rosaria Lombardo,Michael J. Marks,Gunther Meinlschmidt,Gunther Meinlschmidt,Ladislas Nalborczyk,Ladislas Nalborczyk,Hung T. Nguyen,Raydonal Ospina,Jose D Perezgonzalez,Roland Pfister,Juan José Rahona,David A. Rodriguez-Medina,Xavier Romão,Susana Ruiz-Fernández,Susana Ruiz-Fernández,Susana Ruiz-Fernández,Isabel Suarez,Marion Tegethoff,Mauricio Tejo,Rens van de Schoot,Rens van de Schoot,Ivan Vankov,Santiago Velasco-Forero,Tonghui Wang,Yuki Yamada,Felipe Carlos Martín Zoppino,Fernando Marmolejo-Ramos +60 more
TL;DR: It is argued that making accept/reject decisions on scientific hypotheses, including a recent call for changing the canonical alpha level from p =0.05 to p = 0.005, is deleterious for the finding of new discoveries and the progress of science.
Journal ArticleDOI
Random forests to predict rectal toxicity following prostate cancer radiation therapy.
Juan David Ospina,Juan David Ospina,Juan David Ospina,J. Zhu,C. Chira,Alberto Bossi,Jean Bernard Delobel,Véronique Beckendorf,Bernard Dubray,Jean-Léon Lagrange,Juan Carlos Correa,Antoine Simon,Antoine Simon,Oscar Acosta,Oscar Acosta,Renaud de Crevoisier +15 more
TL;DR: The RF-NTCP model may be a useful new tool in predicting late rectal toxicity, including variables other than DVH, and thus appears as a strong competitor to classic NTCP models.
Journal ArticleDOI
Pooling/bootstrap-based GWAS (pbGWAS) identifies new loci modifying the age of onset in PSEN1 p.Glu280Ala Alzheimer's disease
Jorge I. Vélez,Settara C. Chandrasekharappa,Eliana Henao,Ariel F. Martinez,Ursula Harper,MaryPat Jones,Benjamin D. Solomon,Liliana Lopez,G. Garcia,Daniel Camilo Aguirre-Acevedo,Natalia Acosta-Baena,Juan Carlos Correa,Carlos Mario Lopera-Gómez,Mario César Jaramillo-Elorza,Dora Rivera,Ken Kosik,Nicholas J. Schork,James M. Swanson,James M. Swanson,Francisco Lopera,Mauricio Arcos-Burgos,Mauricio Arcos-Burgos,Mauricio Arcos-Burgos +22 more
TL;DR: A novel sequential strategy that combines pooling of DNA and bootstrapping (pbGWAS) in order to significantly increase the statistical power and exponentially reduce expenses is described, which could provide important insights in determining the genetic causes of AD and other complex conditions.
Journal ArticleDOI
A new approach to the Box–Cox transformation
TL;DR: In this article, a grid of values for the Box-Cox transformation is defined and a normality test is performed on the transformed data, such that the p-value from the test is the highest.
Journal ArticleDOI
A New Method for Detecting Significant p-values with Applications to Genetic Data
TL;DR: In this article, a nuevo metodologia for the deteccion of valores p significativos, based on the m-esimo estadistico de orden de the distribucion U(0; 1), is presented.