Co-author Network

Co-researcher Network

MOLINA PERALTA, ISABEL Close

category: Associate Professor

https://orcid.org/0000-0002-4424-9540

Positions

Academic Department : Statistics
Research Group : Non-parametric and Computation-Intensive Techniques in Statistics
Institute : Flores de Lemus Institute

Contact Info

imolina@est-econ.uc3m.es >> Other Contact Information

Publications
Projects
Other

sample of publications

articles
- Empirical best prediction under a nested error model with log transformation. ANNALS OF STATISTICS. 2018
- Small area estimation of general parameters under complex sampling designs. COMPUTATIONAL STATISTICS & DATA ANALYSIS. 121:20-40. 2018
- Fast and robust estimators of variance components in the nested error model. STATISTICS AND COMPUTING. 27:1655-1675. 2017
- Poverty mapping in small areas under a two-fold nested error regression model. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY. 180:1111-1136. 2017
- Remote sensing estimates and measures of uncertainty for forest variables at different aggregation levels. ENVIRONMETRICS. 27:225-238. 2016
- A comparison of small área estimation methods for poverty mapping. Survey Methodology- Statistics in Transition. 17 :41-66. 2016
- Sae: An R Package for Small Area Estimation. R Journal. 7:81-98. 2015
- Small area estimation under a Fay-Herriot model with preliminary testing for the presence of random area effects. Survey methodology. 41:1-19. 2015
- Outlier detection and robust estimation in linear regression models with fixed group effects. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION. 84:2652-2669. 2014
- Small area estimation of general parameters with application to poverty indicators: a hierarchical Bayes approach. Annals of Applied Statistics. 8:852-885. 2014
- Small area estimation with spatio-temporal Fay-Herriot models. COMPUTATIONAL STATISTICS & DATA ANALYSIS. 58:308-325. 2013
- Fast EB method for estimating complex poverty indicators in large populations. Journal of the Indian Society of Agricultural Statistics. 66:105-120. 2012
- Estimation of Mean Squared Error of Model-Based Small Area Estimators. TEST. 20:367-388. 2011
- Modelling Attendance at Spanish Professional Football League. JOURNAL OF APPLIED STATISTICS. 38:1189-1206. 2011
- Small Area Estimation of Poverty Indicators. CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE. 38:369-385. 2010
- Small Area Estimation under Fay-Herriot Models with Non-parametric Estimation of Heteroscedasticity. STATISTICAL MODELLING. 10:215-239. 2010
- Multi-sample Rényi test statistics. Brazilian Journal of Probability and Statistics. 23:196-215. 2009
- Bootstrap for Estimating the MSE of the Spatial EBLUP. COMPUTATIONAL STATISTICS. 24:441-458. 2009
- Comments on: Goodness-of-fit Tests in Mixed Modes. TEST. 18:244-247. 2009
- Uncertainty under a Multivariate Nested-Error Regression Model with Logarithmic Transformation. JOURNAL OF MULTIVARIATE ANALYSIS. 100:963-980. 2009
- Estimadores de áreas pequeñas basados en modelos para la Encuesta de Población Activa. Estadística española. 51:133-172. 2009
- Mean-Squared Errors of Small-Area Estimators under a Unit-Level Multivariate Model. STATISTICS. 43:553-569. 2009
- Analytic and Bootstrap Approximations of Prediction Errors Under a Multivariate Fay-Herriot Model. COMPUTATIONAL STATISTICS & DATA ANALYSIS. 52:5242-5252. 2008
- Bootstrap Mean Squared Error of a Small-Area EBLUP. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION. 78:443-462. 2008
book chapters
- Empirical bayes and hierarchical bayes estimation of poverty measures for small areas. In: Analysis of poverty data by small area methods. Ed. John Wiley & Sons, Inc. 315-324. 2016
- Robust Henderson III Estimators of Variance Components in the Nested Error Model. In: Modern Mathematical Tools and Techniques in Capturing Complexity. SPRINGER VERLAG GMBH. 329-339. 2011
books
- Small area estimation. Wiley Series in Survey Methodology, Hoboken, NJ. 2015
conference contributions
working papers