Statistics and analysis of scientific data / [electronic resource]
Bonamente, Massimiliano
Statistics and analysis of scientific data / [electronic resource] Massimiliano Bonamente - Second edition - New York : Springer, 2016 - 1 online resource (xvii, 318 pages) : illustrations (some color). - Graduate texts in physics, 1868-4513 . - Graduate texts in physics. .
Includes bibliographical references and index
Theory of Probability -- Random Variables and Their Distributions -- Three Fundamental Distributions: Binomial, Gaussian, and Poisson -- Functions of Random Variables and Error Propagation -- Maximum Likelihood and Other Methods to Estimate Variables -- Mean, Median, and Average Values of Variables -- Hypothesis Testing and Statistics -- Maximum Likelihood Methods for Two-Variable Datasets -- Multi-Variable Regression -- Goodness of Fit and Parameter Uncertainty
9781493965724 (E-book)
MATHEMATICAL STATISTICS
RESEARCH--STATISTICAL METHODS
QA 276 / B66S 2016
Statistics and analysis of scientific data / [electronic resource] Massimiliano Bonamente - Second edition - New York : Springer, 2016 - 1 online resource (xvii, 318 pages) : illustrations (some color). - Graduate texts in physics, 1868-4513 . - Graduate texts in physics. .
Includes bibliographical references and index
Theory of Probability -- Random Variables and Their Distributions -- Three Fundamental Distributions: Binomial, Gaussian, and Poisson -- Functions of Random Variables and Error Propagation -- Maximum Likelihood and Other Methods to Estimate Variables -- Mean, Median, and Average Values of Variables -- Hypothesis Testing and Statistics -- Maximum Likelihood Methods for Two-Variable Datasets -- Multi-Variable Regression -- Goodness of Fit and Parameter Uncertainty
9781493965724 (E-book)
MATHEMATICAL STATISTICS
RESEARCH--STATISTICAL METHODS
QA 276 / B66S 2016