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A Nested Sampling Algorithm for Cosmological Model Selection

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Outgoing claims: the papers this work cites, builds on, or argues with.

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First‐Year Wilkinson Microwave Anisotropy Probe ( WMAP ) Observations: Preliminary Maps and Basic Results
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How many cosmological parameters?
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Information theory, inference, and learning algorithms

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inferred← citeshttps://doi.org/10.1093/mnras/staa1469openalex-snapshot
Accelerated Bayesian inference using deep learning
inferred← citeshttps://doi.org/10.1093/mnras/staa2345openalex-snapshot
Nested sampling cross-checks using order statistics
inferred← citeshttps://doi.org/10.1093/mnras/staa278openalex-snapshot
dynesty: a dynamic nested sampling package for estimating Bayesian posteriors and evidences
inferred← citeshttps://doi.org/10.1093/mnras/stab138openalex-snapshot
Detecting episodes of star formation using Bayesian model selection
inferred← citeshttps://doi.org/10.1093/mnras/stab2852openalex-snapshot
Dynamical modelling of the twisted galaxy PGC 046832
inferred← citeshttps://doi.org/10.1093/mnras/stab561openalex-snapshot
Information entropy in cosmological inference problems
inferred← citeshttps://doi.org/10.1093/mnras/stac180openalex-snapshot
Multicomponent DHOST analysis in galaxy clusters
inferred← citeshttps://doi.org/10.1093/mnras/stac2786openalex-snapshot
Robust sampling for weak lensing and clustering analyses with the Dark Energy Survey
inferred← citeshttps://doi.org/10.1093/mnras/stac347openalex-snapshot
The effect of spin mismodelling on gravitational-wave measurements of the binary neutron star mass distribution
inferred← citeshttps://doi.org/10.1093/mnras/stad162openalex-snapshot
Probing general relativity in galactic scales at z ∼ 0.3
inferred← citeshttps://doi.org/10.1093/mnras/stad3813openalex-snapshot
Near-infrared transmission spectroscopy of HAT-P-18 b with NIRISS: Disentangling planetary and stellar features in the era of JWST
inferred← citeshttps://doi.org/10.1093/mnras/stae2197openalex-snapshot
Kalman tracking and parameter estimation of continuous gravitational waves with a pulsar timing array
inferred← citeshttps://doi.org/10.1093/mnras/stae2360openalex-snapshot
State-space analysis of a continuous gravitational wave source with a pulsar timing array: inclusion of the pulsar terms
inferred← citeshttps://doi.org/10.1093/mnras/staf424openalex-snapshot
Flares in the changing look AGN Mrk 590 – II. Deep X-ray observations reveal a Comptonizing inner accretion flow
inferred← citeshttps://doi.org/10.1093/mnras/staf962openalex-snapshot
Accelerated nested sampling with posterior repartitioning and β -flows for gravitational waves
inferred← citeshttps://doi.org/10.1093/mnras/stt1954openalex-snapshot
Bayesian model selection for dark energy using weak lensing forecasts
inferred← citeshttps://doi.org/10.1093/mnras/stt2190openalex-snapshot
Comparison of sampling techniques for Bayesian parameter estimation
inferred← citeshttps://doi.org/10.1093/mnras/stt260openalex-snapshot
Bayesian approach to gravitational lens model selection: constraining H0 with a selected sample of strong lenses
inferred← citeshttps://doi.org/10.1093/mnras/stu1906openalex-snapshot
The HST/ACS Coma Cluster Survey – X. Nuclear star clusters in low-mass early-type galaxies: scaling relations
inferred← citeshttps://doi.org/10.1093/mnras/stv1911openalex-snapshot
polychord: next-generation nested sampling
inferred← citeshttps://doi.org/10.1093/mnras/stv2292openalex-snapshot
Kinematic modelling of disc galaxies using graphics processing units
inferred← citeshttps://doi.org/10.1093/mnras/sty1207openalex-snapshot
Statistical 21-cm Signal Separation via Gaussian Process Regression Analysis
inferred← citeshttps://doi.org/10.1093/mnras/stz2233openalex-snapshot
Dark-age reionization and galaxy formation simulation – XIX. Predictions of infrared excess and cosmic star formation rate density from UV observations
inferred← citeshttps://doi.org/10.1093/mnras/stz3339openalex-snapshot
Improving baryon acoustic oscillation measurement with the combination of cosmic voids and galaxies
inferred← citeshttps://doi.org/10.1093/mnrasl/slae030openalex-snapshot
On data set tensions and signatures of new cosmological physics
inferred← citeshttps://doi.org/10.1093/nar/gkaf1462openalex-snapshot
Co-transcriptional splicing changes combine with reduced productive transcription initiation for cold-induced repression of FLC
inferred← citeshttps://doi.org/10.1093/sysbio/syy050openalex-snapshot
Model Selection and Parameter Inference in Phylogenetics Using Nested Sampling
inferred← citeshttps://doi.org/10.1103/cp8c-2nbkopenalex-snapshot
Cross-comparison of sampling algorithms for pulse profile modeling of PSR J 0740 + 6620
inferred← citeshttps://doi.org/10.1103/physrevc.99.035201openalex-snapshot
Deep-inelastic and quasielastic electron scattering from A=3 nuclei
inferred← citeshttps://doi.org/10.1103/physrevd.100.104027openalex-snapshot
Observational constraints of f(Q) gravity
inferred← citeshttps://doi.org/10.1103/physrevd.102.064047openalex-snapshot
Geometrical observational bounds on a fractal horizon holographic dark energy
inferred← citeshttps://doi.org/10.1103/physrevd.108.043027openalex-snapshot
Luminosity distance uncertainties from gravitational wave detections of binary neutron stars by third generation observatories
inferred← citeshttps://doi.org/10.1103/physrevd.108.102007openalex-snapshot
Searching for gravitational wave burst in pulsar-timing-array data with piecewise linear functions
inferred← citeshttps://doi.org/10.1103/physrevd.108.103533openalex-snapshot
Barrow nearly-extensive Gibbs-like entropy favored by dynamical and geometrical data sets in cosmology
inferred← citeshttps://doi.org/10.1103/physrevd.109.044048openalex-snapshot
Ringdown of a dynamical spacetime
inferred← citeshttps://doi.org/10.1103/physrevd.109.084075openalex-snapshot
Generalized mass-to-horizon relation: A new global approach to entropic cosmologies and its connection to ΛCDM
inferred← citeshttps://doi.org/10.1103/physrevd.110.083518openalex-snapshot
Deep learning and genetic algorithms for cosmological Bayesian inference speed-up
inferred← citeshttps://doi.org/10.1103/physrevd.73.123523openalex-snapshot
Bayesian model selection analysis of WMAP3
inferred← citeshttps://doi.org/10.1103/physrevd.73.123524openalex-snapshot
Model selection forecasts for the spectral index from the Planck satellite
inferred← citeshttps://doi.org/10.1103/physrevd.74.123506openalex-snapshot
Present and future evidence for evolving dark energy
inferred← citeshttps://doi.org/10.1103/physrevd.75.023522openalex-snapshot
How robust are inflation model and dark matter constraints from cosmological data?
inferred← citeshttps://doi.org/10.1103/physrevd.76.123007openalex-snapshot
Two-component model of dark energy
inferred← citeshttps://doi.org/10.1103/physrevd.77.043522openalex-snapshot
Detection of trans-Planckian effects in the cosmic microwave background
inferred← citeshttps://doi.org/10.1103/physrevd.78.022001openalex-snapshot
Bayesian approach to the follow-up of candidate gravitational wave signals
inferred← citeshttps://doi.org/10.1103/physrevd.78.063521openalex-snapshot
Impact of prior assumptions on Bayesian estimates of inflation parameters and the expected gravitational waves signal from inflation
inferred← citeshttps://doi.org/10.1103/physrevd.80.063007openalex-snapshot
Bayesian approach to the detection problem in gravitational wave astronomy
inferred← citeshttps://doi.org/10.1103/physrevd.80.123516openalex-snapshot
Constraints on primordial isocurvature perturbations and spatial curvature by Bayesian model selection
inferred← citeshttps://doi.org/10.1103/physrevd.82.103533openalex-snapshot
Application of Bayesian model averaging to measurements of the primordial power spectrum
inferred← citeshttps://doi.org/10.1103/physrevd.83.043003openalex-snapshot
Detecting and distinguishing topological defects in future data from the CMBPol satellite
inferred← citeshttps://doi.org/10.1103/physrevd.83.063519openalex-snapshot
Consistency check of ΛCDM phenomenology
inferred← citeshttps://doi.org/10.1103/physrevd.83.063524openalex-snapshot
Hunting down the best model of inflation with Bayesian evidence
inferred← citeshttps://doi.org/10.1103/physrevd.86.103518openalex-snapshot
The WiggleZ Dark Energy Survey: Final data release and cosmological results
inferred← citeshttps://doi.org/10.1103/physrevd.88.063010openalex-snapshot
Constraints on neutrino density and velocity isocurvature modes from WMAP-9 data
inferred← citeshttps://doi.org/10.1103/physrevd.91.064039openalex-snapshot
Searching for primordial localized features with CMB and LSS spectra
inferred← citeshttps://doi.org/10.1103/physrevd.93.043537openalex-snapshot
Cosmological constraints on fast transition unified dark energy and dark matter models
inferred← citeshttps://doi.org/10.1103/physrevd.95.044038openalex-snapshot
Breaking the Vainshtein screening in clusters of galaxies
inferred← citeshttps://doi.org/10.1103/physrevd.95.123514openalex-snapshot
Bayesian comparison of nonstandard cosmologies using type Ia supernovae and BAO data
inferred← citeshttps://doi.org/10.1103/physrevd.96.023503openalex-snapshot
Cosmological constraints on a unified dark matter-energy scalar field model with fast transition
inferred← citeshttps://doi.org/10.1103/physrevlett.100.052001openalex-snapshot
Bayesian Analysis of Pentaquark Signals from CLAS Data
inferred← citeshttps://doi.org/10.1103/physrevlett.120.152502openalex-snapshot
First Monte Carlo Global Analysis of Nucleon Transversity with Lattice QCD Constraints
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