ADVANCED STATISTICS FOR PHYSICS ANALYSIS
Corso
A Padova
Hai bisogno di un coach per la formazione?
Ti aiuterà a confrontare vari corsi e trovare l'offerta formativa più conveniente.
Descrizione
-
Tipologia
Corso
-
Luogo
Padova
A project will be assigned to students consisting in the statistical analysis of a physics dataset. The final exam will consist of the discussion of the project, its quality will determine the overall evaluation
Sedi e date
Luogo
Inizio del corso
Inizio del corso
Opinioni
Programma
- from Bernoulli trials to Poisson processes and related distributions
- Bernoulli theorem and Central Limit Theorem
- Inference of the Bernoulli p; inference of lambda of the Poisson distribution. Inference of the Gaussian mu. Simultaneous inference of mu and sigma from a sample: general ideas and asymptotic results (large sample size).
- fits as special case of parametric inference
- Monte Carlo methods: rejecion sampling, inversion of cumulative distributions, importance sampling. Metropolis algorithm as example of Markov Chain Monte Carlo. Simulated annealing
- the R framework and language for applied statistics.
Hai bisogno di un coach per la formazione?
Ti aiuterà a confrontare vari corsi e trovare l'offerta formativa più conveniente.
ADVANCED STATISTICS FOR PHYSICS ANALYSIS