Université de Neuchâtel

Handling auxiliary variables in survey sampling and nonresponse

Vallée, Audrey-Anne ; Tillé, Yves (Dir.)

Thèse de doctorat : Université de Neuchâtel, 2019.

This manuscript is dedicated to the use of auxiliary information in survey sampling and nonresponse. We are interested in the integration of auxiliary variables in sampling methods and in the treatment of nonresponse to improve the efficiency and the precision of surveys. We also deal with the calculation of the precision of estimators. Indeed, variances rapidly become difficult to calculate when...

Université de Neuchâtel

Estimation of a counterfactual wage distribution using survey data

Anastasiade, Mihaela-Cãtãlina ; Tillé, Yves (Dir.)

Thèse de doctorat : Université de Neuchâtel, 2018.

Wage discrimination based on gender is a debated topic nowadays. While wage discrimination is prohibited by the Universal Declaration of Human Rights, studies show that women are systematically paid less than men. Wage discrimination is defined as the fact that two groups sharing the same characteristics and performing the same tasks are paid differently. However, this definition is not easy to...

Université de Neuchâtel

Random sampling with repulsion

Wilhelm, Matthieu ; Tillé, Yves (Dir.)

Thèse de doctorat : Université de Neuchâtel, 2017.

In this thesis, we explore the concept of repulsion and exploit it to develop new sampling designs. The first chapter is a review of the literature about sampling in finite population and consists of two distinct parts. In the first one, we suggest three principles as guidelines for designing a survey: randomization, overrepresentation and restriction. In the second part, we review the...

Université de Neuchâtel

New methods to handle nonresponse in surveys

Hasler, Caren ; Tillé, Yves (Dir.)

Thèse de doctorat : Université de Neuchâtel, 2015.

This document focuses on nonresponse in sample surveys. Mainly, methods to handle nonresponse in complex surveys are proposed. The first chapter of this document introduces concepts and notation of survey sampling and nonresponse. The second chapter proposes an algorithm for stratified balanced sampling for populations with large numbers of strata. The third chapter of this document presents a...

Université de Neuchâtel

Inférence basée sur le plan pour l'estimation de petits domaines = Design-based inference for small area estimation

Randrianasolo, Toky ; Tillé, Yves (Dir.) ; Madre, Jean-Loup (Dir.)

Thèse de doctorat : Université de Neuchâtel, 2013 ; 2377.

La forte demande de résultats à un niveau géographique fin, notamment à partir d’enquêtes nationales, a mis en évidence la fragilité des estimations sur petits domaines. Cette thèse propose d’y remédier avec des méthodes spécifiques basées sur le plan de sondage. Celles-ci reposent sur la construction de nouvelles pondérations pour chaque unité statistique. La première méthode...