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Statistical Methods for Data Analysis in Particle Physics - Lecture 2

Offered By: Galileo Galilei Institute via YouTube

Tags

Statistical Methods Courses Data Analysis Courses Hypothesis Testing Courses Statistical Inference Courses Monte Carlo Methods Courses Probability Theory Courses Experimental Physics Courses High-Energy Physics Courses

Course Description

Overview

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Delve into advanced statistical techniques for particle physics data analysis in this comprehensive lecture. Explore cutting-edge methodologies used to interpret complex experimental results, focusing on probability theory, hypothesis testing, and statistical inference. Gain insights into the application of these methods in high-energy physics experiments, learning how to extract meaningful information from large datasets and handle uncertainties in measurements. Enhance your understanding of statistical tools essential for modern particle physics research, including likelihood ratios, confidence intervals, and multivariate analysis techniques. Equip yourself with the knowledge to critically evaluate and interpret experimental data, contributing to the advancement of particle physics research and discovery.

Syllabus

Luca Lista: "Statistical Methods for Data Analysis in Particle Physics" - Lecture II


Taught by

Galileo Galilei Institute

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