Results 101 to 110 of about 10,309 (278)
Frontiers in Psychology, 2014 Classification using standard statistical methods such as linear discriminant analysis (LDA) or logistic regression (LR) presume knowledge of group membership prior to the development of an algorithm for prediction.
Holmes eFinch +2 more
doaj +1 more source
Decision Trees and Their Application for Classification and Regression Problems [PDF]
, 2019 Tree methods are some of the best and most commonly used methods in the field of statistical learning. They are widely used in classification and regression modeling.
Njoku, Obinna Chilezie
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Acta Ophthalmologica, EarlyView.Abstract This systematic review and meta‐analysis evaluates the performance of artificial intelligence (AI)‐based models for predicting the onset and progression of refractive error (RE) in children and adolescents and quantitatively synthesizes their prediction accuracy.
Athanasia Sandali +6 more
wiley +1 more source
IRT‐based response style models and related methodology: Review and commentary
British Journal of Mathematical and Statistical Psychology, EarlyView.Abstract We provide a review and commentary on recent methodological research related to item response theory (IRT) modelling of response styles in psychological measurement. Our review describes the different categories of IRT models that have been proposed, their associated assumptions and extensions, and the varying purposes they can serve.
Daniel M. Bolt, Lionel Meng
wiley +1 more source
Conservation Biology, EarlyView.Abstract Robust estimates of the magnitude of protected species bycatch are essential for effective fisheries management and marine conservation. Existing bycatch estimation methods typically struggle to accurately and precisely estimate the bycatch of rare species as a result of the statistical assumptions necessary to overcome infrequent encounters ...
Christopher Long +3 more
wiley +1 more source
Default Predictors in Retail Credit Scoring: Evidence from Czech Banking Data [PDF]
Credit to the private sector has risen rapidly in European emerging markets but its risk evaluation has been largely neglected. Using retail-loan banking data from the Czech Republic we construct two credit risk models based on logistic regression and ...
Evzen Kocenda, Martin Vojtek
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Ecological Entomology, EarlyView.Mixed‐species plantations sustain tree‐dwelling arthropod diversity comparable to natural forests, with similar functional evenness but distinct species composition. Analyses of β‐diversity and LCBD highlight unique site contributions associated with reduced species and functional richness, as these distinct sites contain fewer yet more unique species.
Sabina Noor +3 more
wiley +1 more source
Does segmentation always improve model performance in credit scoring?
, 2012 Credit scoring allows for the credit risk assessment of bank customers. A single scoring model (scorecard) can be developed for the entire customer population, e.g. using logistic regression. However, it is often expected that segmentation, i.e. dividing
Lyn C. Thomas +3 more
core +1 more source
European Journal of Philosophy, EarlyView.Abstract Merleau‐Ponty's Phenomenology of Perception (2012 [1945]) opens with a detailed critique of traditional philosophical accounts of sensation, generally understood as having Husserl's “content‐apprehension schema” among its targets. The schema sees perception as resulting from the interpretation (“apprehension” or “apperception”) of “raw ...
Yamina Venuta
wiley +1 more source
Connectivity and Selective Rural Migration
International Economic Review, EarlyView.ABSTRACT How does infrastructure shape rural development? Using household panel data from a nationally representative sample of Chinese villages, matched to high‐resolution highway maps, we find that road expansion between 2000 and 2015 operates mainly through reallocation, with less productive farmers scaling down or exiting and more productive ...
Lin Ma +3 more
wiley +1 more source