María del Mar Rueda-García at University of Granada - Research Interests, Publications & Academic Profile

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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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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2023

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

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2023

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

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2023

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

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2023

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

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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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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

Collaborators13

Isabel Ramírez-Uclés

Profesora

Universidad Nacional de Educación a Distancia

SPAIN

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José Miguel Contreras García

Universidad de Granada

SPAIN

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Humberto Bustince

Universidad de Navarra

SPAIN

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José Fernando Vera Vera

Prof. Dr.

Universidad de Granada

SPAIN

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Andrés Cabrera León

Profesor

SPAIN

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MARÍA ILLESCAS MANZANO

Universidad de Almería

SPAIN

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Rocío Cáceres-Matos

Professor

Universidad de Sevilla

SPAIN

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David Molina Muñoz

Universidad de Granada

SPAIN

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Ramón Ferri‐García

SPAIN

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Marc Saez

Universitat de Girona

SPAIN

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Beatriz Cobo Rodríguez

Profesor ayudante doctor

Universidad de Granada

SPAIN

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Iria Enrique

Head of Unit

SPAIN

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Maria Giovanna RANALLI

Associate Professor of Statistics

Università degli Studi di Napoli Federico II

ITALY

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