Results 201 to 210 of about 61,881 (336)
Full-Jacobian Representation of Neural Networks [PDF]
Suraj Srinivas, François Fleuret
openalex
Summary Defining a ‘hat‐matrix’ for a model is essential in many model diagnostic procedures, as it acts as an orthogonal projector from the observation space to the model space. In this paper, we introduce a unique Hat‐matrix for the class of hierarchical generalised linear models (HGLMs), which includes, as a special case, the subclass of generalised
Gianfranco Lovison +3 more
wiley +1 more source
Data-driven identification of biological systems using multi-scale analysis. [PDF]
Muhammed I +3 more
europepmc +1 more source
Background Although attention‐deficit/hyperactivity disorder (ADHD) with familial risk for bipolar I disorder (BD) may represent a more severe illness conferring greater risk for developing BD, associated neurostructural substrates remain poorly understood.
Biqiu Tang +5 more
wiley +1 more source
Autocatalytic cores in the diluted regime: classification and properties. [PDF]
Nandan P, Nghe P, Unterberger J.
europepmc +1 more source
Econometrics at the Extreme: From Quantile Regression to QFAVAR1
ABSTRACT This paper surveys quantile modelling from its theoretical origins to current advances. We organize the literature and present core econometric formulations and estimation methods for: (i) cross‐sectional quantile regression; (ii) quantile time series models and their time series properties; (iii) quantile vector autoregressions for ...
Stéphane Goutte +4 more
wiley +1 more source
Jacobian Granger causality for count and binary data with applications to causal network inference. [PDF]
Suryadi, Chew LY, Ong YS.
europepmc +1 more source

