The ARHD model

Andr\'e Mas (I3M); Besnik Pumo (INH)

arxiv: math/0502285 · v1 · pith:ZHTT3DP3new · submitted 2005-02-14 · 🧮 math.ST · stat.TH

The ARHD model

Andr\'e Mas (I3M) , Besnik Pumo (INH) This is my paper

classification 🧮 math.ST stat.TH

keywords modelarhdappearsautoregressivecasecomparisonsconvergentcurves

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We introduce and study a new model for functional data. The ARHD is an autoregressive model in which the first order derivative of the random curves appears explicitely. Convergent estimates are obtained through a double penalization method. A simluation and a real case study follow as well as comparisons with other recent techniques.

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The ARHD model

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