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Corso Monografico su "Extreme Value Theory and Some Applications"
Professor Jana Jureckova
Universita` Carlo, Praga
Corso Monografico su
"Extreme Value Theory and Some Applications"
17-20 Aprile 2001
Programma
1. Tail behavior of some estimators of location: the sample mean and median,
M- and L-estimators. The tail behavior of the sample extremes.
2. Relation between the tail behavior and the breakdown point of an estimator
of location.
3. Tail behavior of estimators of the linear regression model. Especially,
tail
behavior of the least squares estimator and its relation to the hat
(projection) matrix: the sample size either fixed or increasing, the
regression matrix either fixed or random.
4. Limit theorems for standardized maxima of the random sample
(X_1,...,X_n). Basic limit laws, Fisher-Tippett theorem.
5. Maximum domain of attraction of the Frechet, Gumbel and Weibull
distributions.
6. Pareto-type distributions. Distribution of the Pareto index: Pickands',
Hill's and moment estimators, a new estimator based on the tail behavior
of the sample mean.
7. Extreme regression quantiles in the linear regression model and their
applications.
8. Tests on the value of the Pareto index based on the extreme regression
quantiles and some other tests.
Orario
Mar. 17 aprile 10-12
Mer. 18 aprile 10-12
Gio. 19 aprile 14-16
Ven. 20 aprile 10-12
Tutte le lezioni si svolgeranno nell'Aula Lezioni del Dottorato
di Ricerca in "Teoria Economica e Istituzioni", Edificio B, III piano.
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Franco Peracchi tel: +39 06 7259 5934
Faculty of Economics tel: +39 06 7259 5932 (Secret.)
Tor Vergata University fax: +39 06 2040 219
I-00133 Rome, Italy e-mail: franco.peracchi@uniroma2.it
Web page: http://www.economia.uniroma2.it/sefemeq/professori/peracchi
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