Results 91 to 100 of about 343,485 (273)
Conditional Independence Restrictions: Testing and Estimation [PDF]
We propose a nonparametric empirical distribution function based test of an hypothesis of conditional independence between variables of interest. This hypothesis is of interest both for model specification purposes, parametric and semiparametric, and for
Oliver Linton, Pedro Gozalo
core
Defining conditional independence using collapses
Theoretical Computer Science, 1990 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Katz, Shmuel, Peled, Doron
openaire +2 more sources
Advanced Science, EarlyView.We introduce AutomataGPT, a generative pretrained transformer (GPT) trained on synthetic spatiotemporal data from 2D cellular automata to learn symbolic rules. Demonstrating strong performance on both forward and inverse tasks, AutomataGPT establishes a scalable, domain‐agnostic framework for interpretable modeling, paving the way for future ...
Jaime A. Berkovich +2 more
wiley +1 more source
Independence and Product Systems
, 2003 Starting from elementary considerations about independence and Markov processes in classical probability we arrive at the new concept of conditional monotone independence (or operator-valued monotone independence).
Skeide, Michael
core +1 more source
ERK‐Mediated Phosphorylation of YAP Defines a Noncanonical FGF Signaling Mechanism in Stem Cells
Advanced Science, EarlyView.With a powerful combination of in vivo, ex vivo, and in vitro models, the authors highlight a novel FGF‐ERK signaling regulation of YAP at the S128 site in neural crest‐derived stem cells. This study opens exciting new directions in stem cell biology and craniofacial biology, paving the way for potential innovations in the treatment of craniofacial ...
Xiaolei Zhao +16 more
wiley +1 more source
Algunas propiedades de la independencia condicionada
Revista Integración, 2013 El objetivo de este artículo es el de establecer algunas propiedades nuevas de la independencia condicionada de una familia de clases de eventos. De una parte, se generalizan algunos de los resultados de Van Putten y Van Schuppen [15], que consideran ...
Miguel A. Marmolejo L. +1 more
doaj
BIOMARKER SIGNATURE IDENTIFICATION IN “OMICS” DATA WITH MULTI-CLASS OUTCOME
Computational and Structural Biotechnology Journal, 2013 Biomarker signature identification in “omics” data is a complex challenge that requires specialized feature selection algorithms. The objective of these algorithms is to select the smallest set(s) of molecular quantities that are able to predict a given ...
Vincenzo Lagani +2 more
doaj +1 more source
Conditional Moments and Independence [PDF]
Consider two random variables X and Y. In initial probability and statistics courses, a discussion of various concepts of dissociation between X and Y is customary. These concepts typically involve independence and uncorrelatedness.
Aureo de Paula
core
Advanced Science, EarlyView.This study identifies the HDAC6/GATA4/HtrA1 axis as a critical driver of cellular senescence in the inner ear. GATA4 nuclear translocation, facilitated by HDAC6 downregulation, transcriptionally activates HtrA1, promoting hair cell senescence, SASP, and audio‐vestibular dysfunction in models of Ménière's disease and age‐related audio‐vestibular ...
Na Zhang +16 more
wiley +1 more source
Using conditional independence tests to elucidate causal links in cell cycle regulation in Escherichia coli. [PDF]
Proc Natl Acad Sci U S A, 2023 Kar P +4 more
europepmc +1 more source