[Forum SIS] PhD course on Functional Data Analysis

[Alessandro Fasso']

All interested people are invited to the following Phd course at the
University of Bergamo:

Introduction to functional data analysis
Prof. Laura M. Sangalli – MOX, Dept. of Mathematics, Politecnico di Milano.

Venue: University of Bergamo, viale Marconi 5, 24044 - Dalmine (BG). Room:
B101 (www.unibg.it)

Course schedule
- Thursday Nov 23rd, 10.00-13.00
- Friday Nov 24th, 10.00-13.00
- Thursday Nov 30th, 10.00-13.00
- Friday Dec 1st, 10.00-13.00

Course program
The course covers classical and advanced models and methods for the
statistical analysis of functional data. Lectures include tutorial sessions
with the software R (https://www.r-project.org). Many case studies will be
presented, with applications in the life-sciences, earth-sciences, and
engineering.

Topics:
- Introduction to functional data
- From rough data to smooth functions: smoothing and curve fitting
  (local polynomials, regression splines, smoothing splines, free-knot
splines, wavelets), surface fitting
- Alignment and registration of functional data
- Clustering of functional data
- Dimensional reduction for functional data
- Spatial functional data
- Partially observed functional data



-- 
________________________________________
Alessandro Fassò
President of the International Environmetrics Society
Professor of Statistics
University of Bergamo
Viale Marconi 5,   24044 Dalmine BG I,   Italy

*Office*:  tel.  +39 035 2052 323,   fax. +39 035 2052 310
*Personal* *fax*. +39 035 7423 1165
Cell.  +39 338 8026 616
email: alessandro.fasso a unibg.it,
*Skype*: alessandro.fasso,
homepage ITA:  www.unibg.it/pers/alessandro.fasso
<http://www00.unibg.it/struttura/struttura.asp?rubrica=1&persona=1181&nome=Alessandro&cognome=Fass%25F2&titolo=Prof.>
 ,
homepage ENG:  *http://www.unibg.it/en/alessandro.fasso
<http://www00.unibg.it/struttura/en_struttura.asp?rubrica=1&persona=1181&nome=Alessandro&cognome=Fass%F2&titolo=Prof>.*
<http://www.unibg.it/pers/?alessandro.fasso>
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