María del Mar Rueda-García

Universidad de Granada

Spain

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Research Interests

Statistics

100%

Biostatistics

100%

Estimation Theory

50%

Cohort Study

50%

Calibration Techniques

50%

Propensity Score Analysis

50%

Online Survey

40%

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Articles20

Estimating response propensities in nonprobability surveys using machine learning weighted models

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Year:

2024

Calibration estimation of distribution function based on multidimensional scaling of auxiliary information

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Year:

2024

Urban environment and health: a cross-sectional multiregional project based on population health surveys in Spain (DAS-EP project) – study protocol

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Year:

2024

Calibration and XGBoost reweighting to reduce coverage and non-response biases in overlapping panel surveys: application to the Healthcare and Social Survey

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2024

Enhancing estimation methods for integrating probability and nonprobability survey samples with machine‐learning techniques. An application to a Survey on the impact of the COVID‐19 pandemic in Spain

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Year:

2023

A unified approach based on multidimensional scaling for calibration estimation in survey sampling with qualitative auxiliary information

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Year:

2023

Distribution function estimation with calibration on principal components

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Year:

2023

Determinants of the Spanish students’ performance in Mathematics in PISA: a multilevel analysis

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2023

On the notion of fuzzy dispersion measure and its application to triangular fuzzy numbers

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Year:

2023

Use of the Therapy App Prescinde for Increasing Adherence to Smoking Cessation Treatment

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Year:

2023

Reweighting in panel surveys: machine learning techniques for the Health Care and Social Survey

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Year:

2023

Scoping review of the methodology of large health surveys conducted in Spain early on in the COVID-19 pandemic

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Year:

2023

Reduction of optimal calibration dimension with a new optimal auxiliary vector for calibrated estimators of the distribution function

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Year:

2022

The optimization problem of quantile and poverty measures estimation based on calibration

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2022

Methods to Counter Self-Selection Bias in Estimations of the Distribution Function and Quantiles

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2022

Variable selection in Propensity Score Adjustment to mitigate selection bias in online surveys

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Year:

2022

No magic bullet: estimating anti-immigrant sentiment and social desirability bias with the item-count technique

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Year:

2021

Impact of COVID-19 on the Health of the General and More Vulnerable Population and Its Determinants: Health Care and Social Survey–ESSOC, Study Protocol

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Year:

2021

On the Use of Gradient Boosting Methods to Improve the Estimation with Data Obtained with Self-Selection Procedures

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Year:

2021

Population empirical likelihood estimation in dual frame surveys

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Year:

2020

Collaborators16

Isabel Ramírez-Uclés

Profesora

Universidad Nacional de Educación a Distancia

SPAIN

José Miguel Contreras García

Universidad de Granada

SPAIN

Humberto Bustince

Universidad de Navarra

SPAIN

José Fernando Vera Vera

Prof. Dr.

Universidad de Granada

SPAIN

Maria Barceló

Profesora Titular de Universidad

Universitat de Girona

SPAIN

Andrés Cabrera León

Profesor

SPAIN

MARÍA ILLESCAS MANZANO

Universidad de Almería

SPAIN

Rocío Cáceres-Matos

Professor

Universidad de Sevilla

SPAIN

Sergio Martínez Puertas

Universidad de Almería

SPAIN

David Molina Muñoz

Universidad de Granada

SPAIN

Ramón Ferri‐García

SPAIN

Marc Saez

Universitat de Girona

SPAIN

Beatriz Cobo Rodríguez

Profesor ayudante doctor

Universidad de Granada

SPAIN

Iria Enrique

Head of Unit

SPAIN

Sara Pasadas del Amo

Profesora Ayudante Doctora

Universidad de Córdoba

SPAIN

Maria Giovanna RANALLI

Associate Professor of Statistics

Università degli Studi di Napoli Federico II

ITALY

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