The ARHD model

Details The ARHD model The ARHD model

2005-02-14

arxiv.org/abs/math/0502285v1

Mathematics

Statistics Theory

Scientific paper

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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