Conditional density estimation tools in python and R with applications to photometric redshifts and likelihood-free cosmological inference
Nicolás Dalmassó, Taylor Pospisil, A.B. Lee, Rafael Izbicki, Peter E. Freeman, Alex I. Malz
Topics & Concepts
Computer sciencePython (programming language)InferenceNonparametric statisticsDensity estimationRedshiftConditional probability distributionProbability density functionStatistical inferenceHeteroscedasticitySoftwareGaussianMachine learningArtificial intelligenceAlgorithmAstrophysicsEconometricsStatisticsPhysicsMathematicsGalaxyProgramming languageEstimatorOperating systemQuantum mechanicsData Analysis with RAdvanced Statistical Methods and ModelsStatistical Methods and Inference