Data‐driven performance metrics for neural network learning
International Journal of Adaptive Control and Signal Processing, EarlyView., 2023 Summary Effectiveness of data‐driven neural learning in terms of both local mimima trapping and convergence rate is addressed. Such issues are investigated in a case study involving the training of one‐hidden‐layer feedforward neural networks with the extended Kalman filter, which reduces the search for the optimal network parameters to a state ...
Angelo Alessandri +2 more
wiley +1 more source
To interact or not to interact: The pros and cons of including interactions in linear regression models. [PDF]
Behav Res MethodsRimpler A, Kiers HAL, van Ravenzwaaij D.
europepmc +1 more source
Rejoinder: An Ancillarity Paradox which Appears in Multiple Linear Regression [PDF]
, 1990 Lawrence D. Brown
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Detecting rs‐fMRI Networks in Disorders of Consciousness: Improving Clinical Interpretability
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Background Preserved resting‐state functional MRI (rs‐fMRI) networks are typically observed in Disorders of Consciousness (DOC). Despite the widespread use of rs‐fMRI in DOC, a systematic assessment of networks is needed to improve the interpretability of data in clinical practice.
Jean Paul Medina Carrion +15 more
wiley +1 more source
Exploration of the correlation between metabolic dysfunction-associated steatotic liver disease and the FAM19A5 factor: A multivariate linear regression analysis. [PDF]
Medicine (Baltimore)Huang X +6 more
europepmc +1 more source
Title VII, Multiple Linear Regression Models, and the Courts: An Analysis
, 1983 openalex +2 more sources
Factors for Rituximab Refractoriness in AQP4‐IgG+ NMOSD: A Cohort Study
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Neuromyelitis optica spectrum disorder (NMOSD) is a severe autoimmune condition of the central nervous system (CNS), often associated with aquaporin‐4 antibodies (AQP4‐IgG). Rituximab, a CD20+ B‐cell depleting monoclonal antibody, is widely used as first‐line therapy.
Mariano Marrodan +8 more
wiley +1 more source
An Estimation of Land Price Function Using a Fuzzy Linear Regression Model
, 1989 Yuji Matsumura
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A general Bahadur representation of M-estimators and its application to linear regression with nonstochastic designs [PDF]
, 1996 Xuming He, Qi-Man Shao
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