Bayesian statistics and modelling
Bayesian statistics is an approach to data analysis based on Bayes' theorem, where
available knowledge about parameters in a statistical model is updated with the information …
available knowledge about parameters in a statistical model is updated with the information …
Hands-on Bayesian neural networks—A tutorial for deep learning users
Modern deep learning methods constitute incredibly powerful tools to tackle a myriad of
challenging problems. However, since deep learning methods operate as black boxes, the …
challenging problems. However, since deep learning methods operate as black boxes, the …
Population of merging compact binaries inferred using gravitational waves through GWTC-3
R Abbott, TD Abbott, F Acernese, K Ackley, C Adams… - Physical Review X, 2023 - APS
We report on the population properties of compact binary mergers inferred from gravitational-
wave observations of these systems during the first three LIGO-Virgo observing runs. The …
wave observations of these systems during the first three LIGO-Virgo observing runs. The …
[HTML][HTML] Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe
Following the detection of the new coronavirus 1 severe acute respiratory syndrome
coronavirus 2 (SARS-CoV-2) and its spread outside of China, Europe has experienced large …
coronavirus 2 (SARS-CoV-2) and its spread outside of China, Europe has experienced large …
Population properties of compact objects from the second LIGO–Virgo gravitational-wave transient catalog
R Abbott, TD Abbott, S Abraham… - The Astrophysical …, 2021 - iopscience.iop.org
We analyze the population properties of black holes (BHs) and neutron stars (NSs) in
compact binary systems using data from the LIGO–Virgo Gravitational-Wave Transient …
compact binary systems using data from the LIGO–Virgo Gravitational-Wave Transient …
Estimating infectiousness throughout SARS-CoV-2 infection course
INTRODUCTION Although post facto studies have revealed the importance of severe acute
respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission from presymptomatic …
respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission from presymptomatic …
Seroprevalence of anti-SARS-CoV-2 IgG antibodies in Geneva, Switzerland (SEROCoV-POP): a population-based study
Background Assessing the burden of COVID-19 on the basis of medically attended case
numbers is suboptimal given its reliance on testing strategy, changing case definitions, and …
numbers is suboptimal given its reliance on testing strategy, changing case definitions, and …
Measurements of the Hubble constant: tensions in perspective
WL Freedman - The Astrophysical Journal, 2021 - iopscience.iop.org
Measurement of the distances to nearby galaxies has improved rapidly in recent decades.
The ever-present challenge is to reduce systematic effects, especially as greater distances …
The ever-present challenge is to reduce systematic effects, especially as greater distances …
First Sagittarius A* event horizon telescope results. IV. Variability, morphology, and black hole mass
In this paper we quantify the temporal variability and image morphology of the horizon-scale
emission from Sgr A*, as observed by the EHT in 2017 April at a wavelength of 1.3 mm. We …
emission from Sgr A*, as observed by the EHT in 2017 April at a wavelength of 1.3 mm. We …
Tests of general relativity with binary black holes from the second LIGO-Virgo gravitational-wave transient catalog
R Abbott, TD Abbott, S Abraham, F Acernese, K Ackley… - Physical review D, 2021 - APS
Gravitational waves enable tests of general relativity in the highly dynamical and strong-field
regime. Using events detected by LIGO-Virgo up to 1 October 2019, we evaluate the …
regime. Using events detected by LIGO-Virgo up to 1 October 2019, we evaluate the …