Pauliina Ilmonen

activity

20122026

most citedContinuous time Gaussian process dynamical models in gene regulatory network inference

75 citations · 165 across the 31 of their papers we have counts for

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Showing 2012Show all

2 papers · 1 filter

stat.ME2012★ 9 cited

On asymptotics of ICA estimators and their performance indices

Pauliina Ilmonen, Klaus Nordhausen, Hannu Oja +1

Independent component analysis (ICA) has become a popular multivariate analysis and signal processing technique with diverse applications. This paper is targeted at discussing theo…

math.ST2012★ 45 cited

Semiparametrically efficient inference based on signed ranks in symmetric independent component models

Pauliina Ilmonen, Davy Paindaveine

We consider semiparametric location-scatter models for which the $p$ -variate observation is obtained as $X = Λ Z + μ$ , where $μ$ is a $p$ -vector, $Λ$ is a full-rank $p \times p$ matrix a…