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Prediction of sports injuries in football: a recurrent time-to-event approach using regularized Cox models 

Zumeta, L.Autoridad BCAM; Weigert, M.; Larruskain, J.; Bikandi, E.; Setuain, I.; Lekue, J.; Küchenhoff, H.; Lee, D.-J.Autoridad BCAM (2021-11-20)
Data-based methods and statistical models are given special attention to the study of sports injuries to gain in-depth understanding of its risk factors and mechanisms. The objective of this work is to evaluate the use of ...
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From habitat to management: a simulation framework for improving statistical methods in fisheries science 

Citores Martínez, L. (2021-07-07)
Monte Carlo simulation consists of computer experiments that involve creating data by pseudo-random sampling and has shown to be a powerful tool for studying the performance of statistical methods. In this thesis Monte ...
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Simulation approach for assessing the performance of the γEWMA control chart 

Patino-Rodriguez, C.; Pérez, D. M.; Usuga Manco, O. (2021-02-22)
i) Purpose: The purpose of this paper is to evaluate the performance of a modified EWMA control chart ($\gamma$EWMA control chart), which considers data distribution and incorporate its correlation structure, simulating ...
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Phenomics data processing: A plot-level model for repeated measurements to extract the timing of key stages and quantities at defined time points 

Roth, L.; Van Eeuwijk, F.; Rodríguez-Álvarez, M.X.Autoridad BCAM; Hans-Peter, P.; Hund, A. (2021)
Decision-making in breeding increasingly depends on the ability to capture and predict crop responses to changing environmental factors. Advances in crop modeling as well as high-throughput eld phenotyping (HTFP) hold ...
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ROCnReg: An R Package for Receiver Operating Characteristic Curve Inference With and Without Covariates 

Rodríguez-Álvarez, M.X.Autoridad BCAM; Vanda, I. (2021-01-01)
This paper introduces the package ROCnReg that allows estimating the pooled ROC curve, the covariate-specific ROC curve, and the covariate-adjusted ROC curve by different methods, both from (semi) parametric and nonparametric ...
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Package wsbackfit for Smooth Backfitting Estimation of Generalized Structured Models 

Roca-Pardinas, J.; Rodríguez-Álvarez, M.X.Autoridad BCAM; Sperlich, S. (2021-01-01)
A package is introduced that provides the weighted smooth backfitting estimator for a large family of popular semiparametric regression models. This family is known as generalized structured models, comprising, for example, ...
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Altered effective connectivity in sensorimotor cortices: a novel signature of severity and clinical course in depression 

Ray, D.; Bezmaternykh, D.; Mel'nikov, M.; Friston, K.J.; Das, M. (2021)
Functional neuroimaging research on depression has traditionally targeted neural networks associated with the psychological aspects of depression. In this study, instead, we focus on alterations of sensorimotor function ...

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AuthorRodríguez-Álvarez, M.X. (3)Bezmaternykh, D. (1)Bikandi, E. (1)Citores Martínez, L. (1)Das, M. (1)Friston, K.J. (1)Hans-Peter, P. (1)Hund, A. (1)Küchenhoff, H. (1)Larruskain, J. (1)... másSubjectAutorregresive processes (1)Average run lenght (1)EWMA control chart (1)Monte Carlo Simulation, Fishery Science, Stock Management, Generalized Additive Models, Species Distribution Models (1)shared frailty models, regularized Cox methods, sports injury prevention, survival analysis (1)Simulation study (1)Skewed distributions (1)... másFecha
2021 (7)

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