Many schemes have been proposed in literature to achieve "well spread" samples, and some of them can take advantage of auxiliary information. Alternatively, well spread samples can be straightforwardly obtained by means of schemes widely adopted in environmental and ecological surveys, such as one-per-stratum stratified sampling or systematic sampling. In both cases the auxiliary information can be adopted at the estimation level and therefore the comparison of the performances of alternative strategies exploiting auxiliary information at different levels is welcomed.
Di Biase, R., Marcheselli, M., Pisani, C. (2025). Strategies for Exploiting Auxiliary Information and Achieving Spatial Balance in Environmental Surveys. In Methodological and Applied Statistics and Demography II SIS 2024, Short Papers, Solicited Sessions (pp.543-548). SPRINGER INTERNATIONAL PUBLISHING AG [10.1007/978-3-031-64350-7_91].
Strategies for Exploiting Auxiliary Information and Achieving Spatial Balance in Environmental Surveys
Di Biase, Rosa Maria;
2025
Abstract
Many schemes have been proposed in literature to achieve "well spread" samples, and some of them can take advantage of auxiliary information. Alternatively, well spread samples can be straightforwardly obtained by means of schemes widely adopted in environmental and ecological surveys, such as one-per-stratum stratified sampling or systematic sampling. In both cases the auxiliary information can be adopted at the estimation level and therefore the comparison of the performances of alternative strategies exploiting auxiliary information at different levels is welcomed.
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