Results 31 to 40 of about 199,661 (312)

Probability, Statistics, and Computational Science [PDF]

, 2012
In this chapter, we review basic concepts from probability theory and computational statistics that are fundamental to evolutionary genomics. We provide a very basic introduction to statistical modeling and discuss general principles, including maximum likelihood and Bayesian inference.
Beerenwinkel, Niko, Siebourg, Juliane
openaire   +6 more sources

Efficient computation and statistical assessment of transfer entropy

Frontiers in Physics, 2015
The analysis of complex systems frequently poses the challenge to distinguish correlation from causation. Statistical physics hasinspired very promising approaches to search for correlations in time series; the transfer entropy in particular ...
Patrick eBoba, Dominik eBollmann, Daniel eSchoepe, Nora eWester, Jan eWiesel, Kay eHamacher   +5 more
doaj   +1 more source

On the Failure Rate Estimation for the Inverse Gaussian Distribution

, 2001
Journal of Statistical Computation and Simulation713201 ...
Yang, Z., Lee, R.T.C., YANG, Zhenlin, Lee, R T C   +3 more
core   +1 more source

ML and Statistics-Driven Route Planning: Effective Solutions Without Maps

Logistics
Background: Accurate route planning is a core challenge in logistics, particularly for small- and medium-sized enterprises that lack access to costly geospatial tools.
Péter Veres
doaj   +1 more source

Bridging the gap between GLUE and formal statistical approaches: approximate Bayesian computation [PDF]

Hydrology and Earth System Sciences, 2013
In recent years, a strong debate has emerged in the hydrologic literature regarding how to properly treat nontraditional error residual distributions and quantify parameter and predictive uncertainty.
M. Sadegh, J. A. Vrugt
doaj   +1 more source

Carcinomas and Carcinoid Tumors of the Lungs and Bronchi in Children and Adolescents: The EXPeRT Recommendations

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Primary lung carcinomas and bronchial carcinoid tumors (BC) are very rare malignancies in childhood. While typical BC and mucoepidermoid carcinomas are mostly low‐grade, localized tumors with a more favorable prognosis than in adults, necessitating avoidance of overtreatment, adenocarcinomas of the lung are often diagnosed at advanced disease ...
Michael Abele, Calogero Virgone, Michaela Kuhlen, Sabine Irtan, Yves Reguerre, Malgorzata Krawczyk, Ewa Bien, Tal Ben‐Ami, Maja Cesen, Ricardo Lopez‐Almaraz, Andrea Ferrari, Gianni Bisogno, Dominik T. Schneider, Abbas Agaimy, Constantin Lapa, Hubert Ducou le Pointe, Rainer Claus, Catherine Daniel, Ines B. Brecht, Daniel Orbach   +19 more
wiley   +1 more source

Numerical Evaluation of Singular Multivariate Normal Distribution

, 2000
Journal of Statistical Computation and Simulation6811 ...
KWONG, Koon Shing, GENZ, Alan, Genz, A., Kwong, K.-S.   +3 more
core   +1 more source

A comparative review of dimension reduction methods in approximate Bayesian computation [PDF]

, 2013
Approximate Bayesian computation (ABC) methods make use of comparisons between simulated and observed summary statistics to overcome the problem of computationally intractable likelihood functions.
Prangle, D., Prangle, Dennis, Nunes, Matthew, Blum, M. G. B., Nunes, M. A., Sisson, S. A., Blum, Michael G B   +6 more
core   +1 more source

External control arm analysis: an evaluation of propensity score approaches, G-computation, and doubly debiased machine learning

BMC Medical Research Methodology, 2022
Background An external control arm is a cohort of control patients that are collected from data external to a single-arm trial. To provide an unbiased estimation of efficacy, the clinical profiles of patients from single and external arms should be ...
Nicolas Loiseau, Paul Trichelair, Maxime He, Mathieu Andreux, Mikhail Zaslavskiy, Gilles Wainrib, Michael G. B. Blum   +6 more
doaj   +1 more source

FS-Studio: An extensive and efficient feature selection experimentation tool for Weka Explorer

SoftwareX, 2023
A new tool with a friendly graphical user interface specifically designed to perform feature selection experiments in Weka Explorer allowing parallel computation is proposed in this work.
Andrés Manuel Chacón-Maldonado, Gualberto Asencio-Cortés, Francisco Martínez-Álvarez, Alicia Troncoso   +3 more
doaj   +1 more source