16 citations · 31 across the 9 of their papers we have counts for
10 papers
In Search of the Most Balanced Sampling Design
Caren Hasler, Esther Eustache, Yves Tillé
Balanced sampling aims to select random samples in which the estimated totals of the auxiliary variables, weighted by the inverse of the inclusion probabilities, correspond as clos…
Randomized Principal Component Ensembles for High-Dimensional Calibration
Caren Hasler, Arnaud Tripet, Yves Tillé
Calibration is a widely used method in survey sampling to adjust weights so that estimated totals of some chosen calibration variables match known population totals or totals obtai…
Sequential Spatially Balanced Sampling
Raphaël Jauslin, Bardia Panahbehagh, Yves Tillé
Sequential sampling occurs when the entire population is not known in advance and data are obtained one at a time or in groups of units. This manuscript proposes a new algorithm to…
Sequential Unequal Probability Sampling For Stream Population
Bardia Panahbehagh, Raphaël Jauslin, Yves Tillé
A new unequal probability sampling method is proposed. This method is sequential. The decision to select or not each unit is made based on the order in which the units appear. A va…
An Efficient Approach for Statistical Matching of Survey Data Trough Calibration, Optimal Transport and Balanced Sampling
Raphaël Jauslin, Yves Tillé
Statistical matching aims to integrate two statistical sources. These sources can be two samples or a sample and the entire population. If two samples have been selected from the s…
Enhanced Cube Implementation For Highly Stratified Population
Raphaël Jauslin, Esther Eustache, Yves Tillé
A balanced sampling design should always be the adopted strategies if auxiliary information is available. Besides, integrating a stratified structure of the population in the sampl…
Spatial Spread Sampling Using Weakly Associated Vectors
Raphaël Jauslin, Yves Tillé
Geographical data are generally autocorrelated. In this case, it is preferable to select spread units. In this paper, we propose a new method for selecting well-spread samples from…
Measuring the spatial balance of a sample: A new measure based on the Moran's I index
Yves Tillé, Maria Michela Dickson, Giuseppe Espa +1
Measuring the degree of spatial spreading of a sample can be of great interest when sampling from a spatial population. The commonly used spatial balance index by Grafström et al.…
Sampling Designs on Finite Populations with Spreading Control Parameters
Yves Tillé, Lionel Qualité, Matthieu Wilhelm
We present new sampling methods in finite population that allow to control the joint inclusion probabilities of units and especially the spreading of sampled units in the populatio…
Probability Sampling Designs: Principles for Choice of Design and Balancing
Yves Tillé, Matthieu Wilhelm
The aim of this paper is twofold. First, three theoretical principles are formalized: randomization, overrepresentation and restriction. We develop these principles and give a rati…