Statistical Methods for Data Analysis in Particle Physics

This concise set of course-based notes provides the reader with the main concepts and tools to perform statistical analysis of experimental data, in particular in the field of high-energy physics (HEP). First, an introduction to probability theory and basic statistics is given, mainly as reminder fr...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Lista, Luca (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:Lecture Notes in Physics, 909
Temas:
Elementary particles (Physics).
Quantum field theory.
Measurement.
Measuring instruments.
Statistics .
Elementary Particles, Quantum Field Theory.
Measurement Science and Instrumentation.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Preface
  • Probability theory
  • Probability Distribution Functions
  • Bayesian approach to probability
  • Random numbers and Monte Carlo Methods
  • Parameter estimate
  • Confidence intervals
  • Hypothesis tests
  • Upper Limits
  • Bibliography.

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