A strategy for high‐dimensional multivariable analysis classifies childhood asthma phenotypes from genetic, immunological, and environmental factors von Krautenbacher, Norbert, Flach, Nicolai, Böck, Andreas, Laubhahn, Kristina, Laimighofer, Michael, Theis, Fabian J., Ankerst, Donna P., Fuchs, Christiane, Schaub, Bianca

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Minimization and estimation of the variance of prediction errors for cross-validation designs von Fuchs, Mathias, Krautenbacher, Norbert

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Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clini... von Guinney, Justin, PhD, Wang, Tao, PhD, Laajala, Teemu D, MSc, Winner, Kimberly Kanigel, PhD, Bare, J Christopher, BS, Neto, Elias Chaibub, PhD, Khan, Suleiman A, PhD, Peddinti, Gopal, PhD, Airola, Antti, PhD, Pahikkala, Tapio, PhD, Mirtti, Tuomas, MD, Yu, Thomas, BS, Bot, Brian M, MS, Shen, Liji, PhD, Abdallah, Kald, MD, Norman, Thea, PhD, Friend, Stephen, MD, Stolovitzky, Gustavo, PhD, Soule, Howard, PhD, Sweeney, Christopher J, MBBS, Ryan, Charles J, Prof, Scher, Howard I, Prof, Sartor, Oliver, Prof, Xie, Yang, PhD, Aittokallio, Tero, Prof, Zhou, Fang Liz, MD, Costello, James C, Dr

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Asthma in farm children is more determined by genetic polymorphisms and in non‐farm children by environmental factors von Krautenbacher, Norbert, Kabesch, Michael, Horak, Elisabeth, Braun‐Fahrländer, Charlotte, Genuneit, Jon, Boznanski, Andrzej, von Mutius, Erika, Theis, Fabian, Fuchs, Christiane, Ege, Markus J., Kalaycı, Ömer

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Correcting Classifiers for Sample Selection Bias in Two-Phase Case-Control Studies von Krautenbacher, Norbert, Fuchs, Christiane, Theis, Fabian J.

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Efficient Computation of Unconditional Error Rate Estimators for Learning Algorithms and an Application to a Biomedical Data Set von Krautenbacher, Norbert

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Three general concepts to improve risk prediction: good data, wisdom of the crowd, recalibration [version 1; peer review: 2 approved with reservations] von Kondofersky, Ivan, Laimighofer, Michael, Kurz, Christoph, Krautenbacher, Norbert, Söllner, Julia F, Dargatz, Philip, Scherb, Hagen, Ankerst, Donna P, Fuchs, Christiane

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Minimization and estimation of the variance of prediction errors for cross-validation designs von Fuchs, Mathias, Krautenbacher, Norbert

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A variance decomposition and a Central Limit Theorem for empirical losses associated with resampling designs von Fuchs, Mathias, Krautenbacher, Norbert

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Minimization and estimation of the variance of prediction errors for cross-validation designs von Fuchs, Mathias, Krautenbacher, Norbert

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