Statistical Analysis Techniques in Particle Physics
Fits, Density Estimation and Supervised Learning
Ilya Narsky ; Frank C. Porter
- Modern
- analysis
- of
- HEP
- data
- needs
- advanced
- statistical
- tools
- to
- separate
- signal
- from
- background.
- This
- is
- the
- first
- book
- which
- focuses
- on
- machine
- learning
- techniques.
- It
- will
- be
- of
- interest
- to
- almost
- every
- high
- energy
- physicist,
- and,
- due
- to
- its
- coverage,
- suitable
- for students.
