Tutorials

• Getting started with csky
  • Basic Setup
  • Initial Setup
  • Point Source Analysis
    • Background estimation (PS)
    • Sensitivity and discovery potential (PS)
    • Test for fit bias (PS)
    • Unblinding: confirming hottest spot
  • All-sky scan
  • Galactic Plane
    • Background characterization (GP)
    • Sensitivity and discovery potential (GP)
    • Test for fit bias (π⁰)
    • Unblinding (GP)
  • Counts <–> flux conversions
  • Timing summary
  • Closing remarks
• TXS 0506+056 time-integrated and time-dependent
  • Setup
  • Time-integrated analysis
  • Untriggered single flare — Gaussian
  • Untriggered single flare — step function
  • Multiflare
  • Timing summary
  • Remarks
• Time-integrated stacking
  • Setup
  • Background trials
  • Sensitivity
  • Timing summary
  • Closing remarks
• Working with arbitrary data
  • Setup
  • Get some real data
  • Generate modified data
  • Test performance
• Scaling up: analysis on a cluster
  • Introduction
  • Setup
  • Computing background trials
  • Computing signal trials
  • Working with background trials
  • Working with signal trials: sensitivity and discovery potential
  • All-sky scan: p-values
  • All-sky scan: on the cluster
  • Timing summary
  • Remarks
• Implementation Inspection
  • Analysis Properties
  • Analysis summary table recipes
  • Per-trial details
  • Trial data
  • PDFs and Likelihood
  • Likelihood confirmation
  • Closing remarks
• Correlated analyses with MultiTrialRunner
  • Individual Trial Runners
  • Background trials
  • MultiTrialRunner
  • MultiTrialRunner trials
  • Stacking
  • Hottest source analysis
  • p-values from single batch
  • Remarks
• Spatial Priors
  • Arbitrary prior
  • SpatialPriorTrialRunner
  • All-sky scans are slow
  • Counts vs Flux
  • Remarks
• Differential Sensitivity
  • Setup
  • Background estimation
  • Differential Sensitivity
  • Note
  • Remarks
• KDE PDFs Via GenericPDFRatio
  • Time Dependent fits with KDE PDFs
• Effective Area
• Comparing csky vs SkyLLH vs Skylab
  • Global setup
  • csky setup
  • SkyLLH setup
  • Skylab setup
  • Unblind Source Coordinates
  • Trial timing benchmarks
  • Background trials comparison
  • Sensitivity estimation
  • Closing remarks
    • Performance
    • Results
    • User experience
  • Beyond these tests
• Plotting analysis properties
  • Background space PDFs
  • Energy PDF Ratios
  • Signal acceptance parameterization
  • Angular Resolution
  • Angular errors vs Rayleigh