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Data Analysis Techniques for Nuclear and Particle Physicists

Claude Pruneau (Autor)

Buch | Hardcover

525 Seiten

2016
Apple Academic Press Inc. (Verlag)
9781482239737 (ISBN)

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This is an advanced data analysis textbook for scientists specializing in the areas of particle physics, nuclear physics, and related subfields. As a practical guide for robust, comprehensive data analysis, it focuses on realistic techniques to explain instrumental effects. The topics are relevant for engineers, scientists, and astroscientists working in the fields of geophysics, chemistry, and the physical sciences. The book serves as a reference for more senior scientists while being eminently accessible to advanced undergraduate and graduate students.

Foundation in Probability Analysis. Basic Bayesian Inference. Multivariate Systems. Characteristic Functions, and Limit Theorems. Probability Distributions Commonly Used. Measurement Basics. Measurements in Nuclear and Particle Physics. Data Characterization and Modeling. Statistical Tests, Hypothesis Testing, and Significance. Correlation Functions. Correlation Function Examples. Real Measurements. Basic Correction Methods. Fluctuations, Correlation and Flow Measurements. Detector Response Unfolding. Measurement Modeling. Complex Detection Systems. Elementary Monte Carlo Methods. Realistic Detector Modeling.

Erscheint lt. Verlag	15.5.2016
Zusatzinfo	30 black & white illustrations
Verlagsort	Oakville
Sprache	englisch
Maße	156 x 235 mm
Themenwelt	Mathematik / Informatik ► Mathematik
	Naturwissenschaften ► Physik / Astronomie ► Atom- / Kern- / Molekularphysik
	Naturwissenschaften ► Physik / Astronomie ► Hochenergiephysik / Teilchenphysik
ISBN-13	9781482239737 / 9781482239737
Zustand	Neuware