Statistics and Analysis of Scientific Data

AvMassimiliano Bonamente

Häftad, Engelska, 2015

Del i serien Graduate Texts in Physics

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Beskrivning

Statistics and Analysis of Scientific Data covers the foundations of probability theory and statistics, and a number of numerical and analytical methods that are essential for the present-day analyst of scientific data.

Produktinformation

Utgivningsdatum:2015-09-17
Mått:155 x 235 x 20 mm
Vikt:496 g
Format:Häftad
Språk:Engelska
Serie:Graduate Texts in Physics
Antal sidor:301
Förlag:Springer-Verlag New York Inc.
ISBN:9781489994806

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Mer om författaren

Massimiliano Bonamente is Associate Professor of Physics at the University of Alabama in Huntsville. He has taught more than 1500 students, written more than 30 peer reviewed journal articles, and has received more than 1.2 million dollars in research grants and contracts.

Innehållsförteckning

Theory of Probability.- Random Variables and Their Distribution.- Sum and Functions of Random Variables.- Estimate of Mean and Variance and Confidence Intervals.- Distribution Function of Statistics and Hypothesis Testing.- Maximum Likelihood Fit to a Two-Variable Dataset.- Goodness of Fit and Parameter Uncertainty.- Comparison Between Models.- Monte Carlo Methods.- Markov Chains and Monte Carlo Markov Chains.- A: Numerical Tables.- B: Solutions.