Statistical Methods for Data Analysis [E-Book] : With Applications in Particle Physics / by Luca Lista.
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...
Saved in:
Full text |
|
Personal Name(s): | Lista, Luca, author |
Edition: |
3rd edition 2023. |
Imprint: |
Cham :
Springer,
2023
|
Physical Description: |
XXX, 334 pages 124 illustrations, 121 illustration in color (online resource) |
Note: |
englisch |
ISBN: |
9783031199349 |
DOI: |
10.1007/978-3-031-19934-9 |
Series Title: |
/* Depending on the record driver, $field may either be an array with
"name" and "number" keys or a flat string containing only the series
name. We should account for both cases to maximize compatibility. */?>
Lecture Notes in Physics ;
1010 |
Subject (LOC): |
- Introduction to Probability and Inference
- Discrete Probability Distributions
- Probability Density Functions
- Random Numbers and Monte Carlo Methods
- Bayesian Probability and Inference
- Frequentist Probability and Inference
- Combining Measurements
- Confidence Intervals
- Convolution and Unfolding
- Hypothesis Testing
- Machine Learning
- Discoveries and Limits.