Hallucination
发表于 2025-3-21 18:21:23
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BLAZE
发表于 2025-3-21 23:37:31
Statistical Models for Prediction,on the most relevant aspects of these models in a prediction context. All models are illustrated with case studies. In Chap. 6, we will discuss aspects of choosing between alternative statistical models.
dictator
发表于 2025-3-22 03:54:45
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Cardioversion
发表于 2025-3-22 07:10:36
Assumptions in regression models:Additivity and linearity,egies to extend a prediction model with interactions and non-linear terms, since better fulfillment of assumptions in a particular sample does not necessarily imply better predictive performance for future subjects. We consider several case studies for illustration of various strategies to deal with additivity and linearity.
hallow
发表于 2025-3-22 11:21:15
Book 20091st editionin the medical field with the increase in knowledge on potential predictors of outcome, e.g. from genetics. Also, the number of applications will increase, e.g. with targeted early detection of disease, and individualized approaches to diagnostic testing and treatment. The current era of evidence-ba
Pantry
发表于 2025-3-22 15:21:36
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Pantry
发表于 2025-3-22 20:19:28
Evaluation of performance,lly relevant for prediction of binary outcomes in individual patients. We will illustrate the use of performance measures in the testicular cancer case study, with model development in 544 patients, internal validation with bootstrapping, and external validation with 273 patients from another centre.
有花
发表于 2025-3-22 23:55:52
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EWE
发表于 2025-3-23 04:50:07
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antidepressant
发表于 2025-3-23 08:30:14
Restrictions on candidate predictors,predictors, combining similar variables, and averaging the effects of similar variables. We provide a detailed description of a case study of modelling similar effects of aspects of family history for robust prediction of the presence of a genetic mutation.