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Statistical Methods for Data Analysis in Particle Physics

Luca Lista
Springer International Publishing
85.59 € · Paperback

Bayesian Versus Frequentist Probability Theory Data Analysis in High Energy Physics Experimental Particle Physics and Data Analysis Hypothesis Testing and Discovery-based Science Modified Frequentist Approach Parameter Estimation and Uncertainties Statistics Textbook for Particle Physics Look-elsewhere effect

This concise set of course-based notes provides the reader with the main concepts and tools needed to perform statistical analyses of experimental data, in particular in the field of high-energy physics (HEP). First, the book provides an introduction to probability theory and basic statistics, mai...

Statistical Methods for Data Analysis

Luca Lista
Springer International Publishing
80.24 € · eBook

Bayesian versus frequentist probability theory experimental particle physics and data analysis hypothesis testing and discovery-based science modified frequentist approach parameter estimation and uncertainties look-elsewhere effect machine learning

This third edition expands on the original material. Large portions of the text have been reviewed and clarified. More emphasis is devoted to machine learning including more modern concepts and examples. This book provides the reader with the main concepts and tools needed to perform statistical ana...

Statistical Methods for Data Analysis in Particle Physics

Luca Lista
Springer International Publishing
85.59 € · eBook

Bayesian Versus Frequentist Probability Theory Data Analysis in High Energy Physics Experimental Particle Physics and Data Analysis Hypothesis Testing and Discovery-based Science Modified Frequentist Approach Parameter Estimation and Uncertainties Statistics Textbook for Particle Physics Look-elsewhere effect

This concise set of course-based notes provides the reader with the main concepts and tools needed to perform statistical analyses of experimental data, in particular in the field of high-energy physics (HEP). First, the book provides an introduction to probability theory and basic statistics, mai...

Statistical Methods for Data Analysis

Luca Lista
Springer International Publishing
80.24 € · Paperback

Bayesian versus frequentist probability theory experimental particle physics and data analysis hypothesis testing and discovery-based science modified frequentist approach parameter estimation and uncertainties look-elsewhere effect machine learning

This third edition expands on the original material. Large portions of the text have been reviewed and clarified. More emphasis is devoted to machine learning including more modern concepts and examples. This book provides the reader with the main concepts and tools needed to perform statistical ana...

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