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Trainingskurs "Introduction to descriptive and parametric statistic with R"

(Kurs-Nr. 98/2016 im Trainingsprogramm des Forschungszentrums)

Anfang
14.04.2016 09:00 Uhr
Ende
14.04.2016 15:00 Uhr
Veranstaltungsort
Jülich Supercomputing Centre, Besprechungsraum 2, Geb. 16.3, Raum 315

  

Zielgruppe:
Mitarbeiter, die R für statistische Auswertungen nutzen wollen.
Inhalt:

Some basic statistical tools are presented and investigated using R freeware and data from pedestrian trajectories.
The objective is to propose useful methods allowing to analyze data or to calibrate a model, as well as to learn how to use R.
The course is organized in three sessions of two hours:

  • The first session is about basic descriptive tools for univariate and bivariate data (such as histogram, kernel density, measures of location/variability, boxplot, covariance, correlation, simple linear regression, qqplot, Bootstrap methods).
  • The second session concerns descriptive analysis of multivariate data: Principal component analysis and Multiple linear regression / Estimation by least-square.
  • The last session is about parametric statistic: Estimator (definition and property); Punctual estimation of parameters (by maximal likelihood and Bayesian approach); Information criteria (AIC, BIC, likelihood ratio...); Precision of the estimations (confidence and credible intervals); Tests of hypothesis.

Participants are requested to bring their own laptops.

Sprache:
Der Kurs wird auf Englisch gehalten.
Dauer:
1 Tag
Termin:
Donnerstag, 14. April 2016, 9.00-12.00 und 13.30-15.00 Uhr
Ort:
Jülich Supercomputing Centre, Besprechungsraum 2, Geb. 16.3, Raum 315
Teilnehmerzahl:
mindestens 5, höchstens 14
Referent:
Dr. Antoine Tordeux, JSC
Ansprechpartner:
Photo Dr. Antoine Tordeux
Dr. Antoine Tordeux
Telefon: +49 2461 61-96553
E-Mail: a.tordeux@fz-juelich.de



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