Physics:Quantum basics/See also/Data Analysis: Difference between revisions
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??<includeonly> == Index == '''Foundations and experiments''' [[Introduction to Particle Physics]] [[Nuts and Bolts]] [[Overview of Particle Collision Experiments]] [[Collision Kinematics and Complex Observables]] [[Basic Measurements]] [[Data Acquisition Electronics and Systems]] [[Event Reconstruction]] [[Monte Carlo Simulations]] '''Analysis, measurements and discovery''' [[General Statistical Methods and Data Visualisation]] [[Standard Model Measurements]] [[Searches for New Physics]] [[Data Processing Techniques]] [[Fit Optimisation Techniques]] [[Advanced Data Comprehension Techniques]] [[Machine Learning]] == Full contents == === Introduction to Particle Physics === {{Quantum Book IV chapter image|01-Book IV introduction to particle physics yellow.png|Introduction to Particle Physics}} <li>[[Physics:Quantum data analysis/History of HEP experiments]]</li> <li>[[Physics:Quantum data analysis/List of Software Programs used in Particle Physics]]</li> <li>[[Physics:Quantum data analysis/Software and Data Used in This Book]]</li> <li>[[Physics:Quantum data analysis/Theory of Particle Collisions]]</li> <li>[[Physics:Quantum data analysis/Why Study Elementary Collisions]]</li> === Nuts and Bolts === {{Quantum Book IV chapter image|02-Book IV nuts and bolts yellow.png|Nuts and Bolts}} | ??<includeonly> == Index == '''Foundations and experiments''' [[Introduction to Particle Physics]] [[Nuts and Bolts]] [[Overview of Particle Collision Experiments]] [[Collision Kinematics and Complex Observables]] [[Basic Measurements]] [[Data Acquisition Electronics and Systems]] [[Event Reconstruction]] [[Monte Carlo Simulations]] '''Analysis, measurements and discovery''' [[General Statistical Methods and Data Visualisation]] [[Standard Model Measurements]] [[Searches for New Physics]] [[Data Processing Techniques]] [[Fit Optimisation Techniques]] [[Advanced Data Comprehension Techniques]] [[Machine Learning]] == Full contents == === Introduction to Particle Physics === {{Quantum Book IV chapter image|01-Book IV introduction to particle physics yellow.png|Introduction to Particle Physics}} <li>[[Physics:Quantum data analysis/History of HEP experiments]]</li> <li>[[Physics:Quantum data analysis/List of Software Programs used in Particle Physics]]</li> <li>[[Physics:Quantum data analysis/Software and Data Used in This Book]]</li> <li>[[Physics:Quantum data analysis/Theory of Particle Collisions]]</li> <li>[[Physics:Quantum data analysis/Why Study Elementary Collisions]]</li> === Nuts and Bolts === {{Quantum Book IV chapter image|02-Book IV nuts and bolts yellow.png|Nuts and Bolts}} | ||
<li>[[Physics:Quantum data analysis/Cross Sections]]</li> <li>[[Physics:Quantum data analysis/Particle Decays]]</li> <li>[[Physics:Quantum data analysis/Relativistic Kinematics]]</li> <li>[[Physics:Quantum data analysis/Scattering Studies]]</li> === Overview of Particle Collision Experiments === {{Quantum Book IV chapter image|03-Book IV particle collision experiments yellow.png|Overview of Particle Collision Experiments}} | |||
<li>[[Physics:Quantum data analysis/Future Experiments]]</li> <li>[[Physics:Quantum data analysis/Overview of Modern Experiments]]</li> <li>[[Physics:Quantum data analysis/Overview of Previous Experiments]]</li> === Collision Kinematics and Complex Observables === {{Quantum Book IV chapter image|04-Book IV collision kinematics observables yellow.png|Collision Kinematics and Complex Observables}} <li>[[Physics:Quantum data analysis/Correlation Functions]]</li> <li>[[Physics:Quantum data analysis/Differential Correlation functions]]</li> <li>[[Physics:Quantum data analysis/Event Flows]]</li> <li>[[Physics:Quantum data analysis/Integral Correlation functions]]</li> <li>[[Physics:Quantum data analysis/Jets]]</li> <li>[[Physics:Quantum data analysis/Kinematics of Particle Collisions]]</li> <li>[[Physics:Quantum data analysis/Moments]]</li> <li>[[Physics:Quantum data analysis/Single and Two Particle Densities]]</li> === Basic Measurements === {{Quantum Book IV chapter image|05-Book IV basic measurements yellow.png|Basic Measurements}} <li>[[Physics:Quantum data analysis/Calorimetry]]</li> <li>[[Physics:Quantum data analysis/Event Measurements]]</li> <li>[[Physics:Quantum data analysis/Particle Identification Techniques]]</li> <li>[[Physics:Quantum data analysis/Tracking]]</li> === Data Acquisition Electronics and Systems === {{Quantum Book IV chapter image|06-Book IV data acquisition electronics yellow.png|Data Acquisition Electronics and Systems}} <li>[[Physics:Quantum data analysis/Data Acquisition Electronics and Systems]]</li> === Event Reconstruction === {{Quantum Book IV chapter image|07-Book IV event reconstruction yellow.png|Event Reconstruction}} <li>[[Physics:Quantum data analysis/Data Workflows]]</li> <li>[[Physics:Quantum data analysis/Event Reconstruction Workflows]]</li> <li>[[Physics:Quantum data analysis/Structure of Experimental Data]]</li> === Monte Carlo Simulations === {{Quantum Book IV chapter image|08-Book IV monte carlo simulations yellow.png|Monte Carlo Simulations}} <li>[[Physics:Quantum data analysis/Basic Principles]]</li> <li>[[Physics:Quantum data analysis/Detector simulations]]</li> <li>[[Physics:Quantum data analysis/Pseudorandom Number Generation]]</li> <li>[[Physics:Quantum data analysis/Theory Event Generation]]</li> === General Statistical Methods and Data Visualisation === {{Quantum Book IV chapter image|09-Book IV statistics data visualisation yellow.png|General Statistical Methods and Data Visualisation}} | |||
<li>[[Physics:Quantum data analysis/Basic Descriptive Statistics]]</li> <li>[[Physics:Quantum data analysis/Comparing Data and Theory]]</li> <li>[[Physics:Quantum data analysis/Event Displays of Collision Events]]</li> <li>[[Physics:Quantum data analysis/Histogram Comparisons]]</li> <li>[[Physics:Quantum data analysis/Histograms]]</li> <li>[[Physics:Quantum data analysis/Scatter Plots]]</li> === Standard Model Measurements === {{Quantum Book IV chapter image|10-Book IV standard model measurements yellow.png|Standard Model Measurements}} <li>[[Physics:Quantum data analysis/Cross Section Measurements]]</li> <li>[[Physics:Quantum data analysis/Differential Cross Sections]]</li> <li>[[Physics:Quantum data analysis/Experimental Uncertainties and Errors]]</li> <li>[[Physics:Quantum data analysis/Particle Property Measurements]]</li> <li>[[Physics:Quantum data analysis/Signal Correction Techniques]]</li> <li>[[Physics:Quantum data analysis/Experimental Considerations]]</li> === Searches for New Physics === {{Quantum Book IV chapter image|11-Book IV searches for new physics yellow.png|Searches for New Physics}} <li>[[Physics:Quantum data analysis/Analysis Methods for Searches]]</li> <li>[[Physics:Quantum data analysis/Limit Settings]]</li> <li>[[Physics:Quantum data analysis/Search Techniques]]</li> <li>[[Physics:Quantum data analysis/Statistical Significance and Discovery]]</li> === Data Processing Techniques === {{Quantum Book IV chapter image|12-Book IV data processing techniques yellow.png|Data Processing Techniques}} <li>[[Physics:Quantum data analysis/Analysing ROOT trees]]</li> <li>[[Physics:Quantum data analysis/Analysing events in various formats]]</li> <li>[[Physics:Quantum data analysis/Event Processing on Multiple Cores]]</li> <li>[[Physics:Quantum data analysis/Limitations of IO and Benchmarks]]</li> === Fit Optimisation Techniques === {{Quantum Book IV chapter image|13-Book IV fit optimisation yellow.png|Fit Optimisation Techniques}} <li>[[Physics:Quantum data analysis/Kinematic Fits]]</li> <li>[[Physics:Quantum data analysis/Linear Regression]]</li> <li>[[Physics:Quantum data analysis/Model Fitting]]</li> <li>[[Physics:Quantum data analysis/Non Linear Regression]]</li> === Advanced Data Comprehension Techniques === {{Quantum Book IV chapter image|14-Book IV advanced data comprehension yellow.png|Advanced Data Comprehension Techniques}} <li>[[Physics:Quantum data analysis/Fast Fourier Transforms]]</li> <li>[[Physics:Quantum data analysis/Filtering]]</li> <li>[[Physics:Quantum data analysis/Principle Component Analysis]]</li> === Machine Learning === {{Quantum Book IV chapter image|15-Book IV machine learning yellow.png|Machine Learning}} <li>[[Physics:Quantum data analysis/Machine Learning|Machine Learning]]</li> </includeonly> | |||
Revision as of 23:34, 20 May 2026
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