Concepedia

Karine Bertin

KB

Statistics

Publications

10

Citations

268

H-Index

10

Active since

2004

Affiliations

University of Valparaíso(Current)

Valparaiso University

Centre National de la Recherche Scientifique

Institut de Recherche Mathématique Avancée

Karine Bertin is an author at University of Valparaíso specializing in statistics, engineering, and statistical inference.

Top concepts

StatisticsEngineeringEstimation TheoryStatistical InferenceFunctional AnalysisApproximation TheoryFinanceBusinessData ScienceEconometrics

Publications per year

2004–2014

10

Publications

10

Generalized Birnbaum–Saunders kernel density estimators and an analysis of financial data

Carolina Marchant, Karine Bertin, Víctor Leiva et al. · Computational Statistics & Data Analysis · 2013 · 74 citations · Full text

Empirical Finance, Engineering, Financial Data +9

Selection of variables and dimension reduction in high-dimensional non-parametric regression

Karine Bertin, Guillaume Lecué · Electronic Journal of Statistics · 2008 · 42 citations · Full text

Interesting Coordinates, Parameter Estimation, Engineering +13

Drift parameter estimation in fractional diffusions driven by perturbed random walks

Karine Bertin, Soledad Torres, Ciprian A. Tudor · Statistics & Probability Letters · 2010 · 35 citations · Full text

Fractional-order System, Fractional Dynamic, Perturbed Random Walks +6

Maximum-likelihood estimators and random walks in long memory models

Karine Bertin, Soledad Torres, Ciprian A. Tudor · Statistics · 2010 · 31 citations · Full text

Maximum-likelihood Estimators, Engineering, Hidden Markov Model +10

LASSO-type estimators for semiparametric nonlinear mixed-effects models estimation

Ana Arribas‐Gil, Karine Bertin, Cristian Meza et al. · Statistics and Computing · 2013 · 20 citations · Full text

Engineering, Lasso-type Estimators, Estimation Statistic +5

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