Statistics and Analysis of Scientific Data

DOI10.1007/978-1-4939-6572-4zbMath1358.62003OpenAlexW569303333MaRDI QIDQ3188302

Massimiliano Bonamente

Publication date: 17 August 2016

Published in: Graduate Texts in Physics (Search for Journal in Brave)

Full work available at URL: http://cds.cern.ch/record/1596986

zbMATH Keywords

parameter estimationMarkov chainsMonte Carlo methodsdistribution functionsstatisticsanalysis of scientific datafoundation in probability theory

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Software, source code, etc. for problems pertaining to statistics (62-04) Gaussian processes (60G15) Point estimation (62F10) Characterization and structure theory for multivariate probability distributions; copulas (62H05) Applications of statistics in engineering and industry; control charts (62P30) Foundations and philosophical topics in statistics (62A01) Monte Carlo methods (65C05) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics (62-01) Discrete-time Markov processes on general state spaces (60J05) Applications of statistics to physics (62P35) Statistical tables (62Q05) Axioms; other general questions in probability (60A05)

Related Items (4)

Probability models of chance fluctuations in spectra of astronomical sources with applications to X-ray absorption lines ⋮ A semi-analytical solution to the maximum-likelihood fit of Poisson data to a linear model using the Cash statistic ⋮ An iterative multiparametric approach for determining the location of AVI sensors for robust route flow estimation ⋮ Distribution of the C statistic with applications to the sample mean of Poisson data

Uses Software

• CODA

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