Statistical Methods for Data Analysis in Particle Physics
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, mainl...
Κύριος συγγραφέας: | |
---|---|
Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
|
Έκδοση: | 2nd ed. 2017. |
Σειρά: | Lecture Notes in Physics,
941 |
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Preface
- Probability theory
- Probability Distribution Functions
- Bayesian Approach to Probability
- Random Numbers and Monte Carlo Methods
- Parameter Estimate
- Combining Measurements
- Confidence Intervals
- Convolution and Unfolding
- Hypothesis Tests
- Discoveries and Upper Limits
- Index.