Abstract
Adaptive allocation is a form of sampling whereby information from an initial phase of sampling is use to allocate the effort for further sampling, usually referred to as the the second phase. The material in this chapter is an extension of the material of the previous chapter with its emphasis on stratified sampling and two-stage sampling. A number of allocation schemes from several authors including those of Francis, Jolly and Hampton, Salehi and Smith, Brown et al., Salehi et al., and Salehi and Brown are described.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Brown J.A., M.M. Salehi, M. Moradi, G. Bell, and D. Smith. 2008. “Adaptive Two-Stage Sequential Sampling”. Population Ecology 50:239–245.
Cochran, W.G. 1977. Sampling Techniques, 3rd edit. New York: Wiley.
Francis, R.I.C.C. 1984. “An Adaptive Strategy for Stratified Random Trawl Survey”. New Zealand Journal of Marine and Freshwater Research 18:59–71.
Jolly, G.M., and I. Hampton. 1990. “A Stratified Random Transect Design for Acoustic Surveys of Fish Stocks”. Canadian Journal of Fisheries and Aquatic Science 47:1282–1291.
Kremers, W.K. 1987. “Adaptive Sampling to Account for Unknown Variability Among Strata." Preprint No. 128. Institut für Mathematik, Universität Augsburg, Germany.
Manly, B.F.J., J.M. Akroyd, and K.A.R. Walshe. 2002. “Two-Phase Stratified Random Surveys on Multiple Populations at Multiple Locations”. New Zealand Journal of Marine and Freshwater Research 36:581–591.
Moradi M., and M.M. Salehi. 2010. “An Adaptive Allocation Sampling Design for Which the Conventional Stratified Estimator is an Appropriate Estimator”. Journal of Statistical Planning and Inference 140(4):1030–1037.
Su Z., and T.J. Quinn II. 2003. “Estimator Bias and Efficiency for Adaptive Cluster Sampling with Order Statistics and a Stopping Rule”. Environmental and Ecological Statistics 10:17–41.
Salehi, M.M., and J.A. Brown. 2010. “Complete Allocation Sampling: An Efficient and Easily Implemented Adaptive Sampling Design”. Population Ecology 52(3):451–456.
Salehi M.M., and D.R. Smith. 2005. “Two-Stage Sequential Sampling”. Journal of Agricultural, Biological, and Environmental Statistics 10:84–103.
Salehi M.M., M. Moradi, J.A. Brown, and D.R. Smith. 2010. “Efficient Estimators for Adaptive Stratified Sequential Sampling”. Journal of Statistical Computation and Simulation 80(10):1163–1179.
Thompson, S.K., F.L. Ramsey, and G.A.F. Seber. 1992. “An Adaptive Procedure for Sampling Animal Populations”. Biometrics 48:1196–1199.
Thompson, S. K., and G.A.F. Seber. 1996. Adaptive Sampling. New York: Wiley.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Copyright information
© 2012 The Author(s)
About this chapter
Cite this chapter
Seber, G.A.F., Salehi, M.M. (2012). Adaptive Allocation. In: Adaptive Sampling Designs. SpringerBriefs in Statistics. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33657-7_6
Download citation
DOI: https://doi.org/10.1007/978-3-642-33657-7_6
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-33656-0
Online ISBN: 978-3-642-33657-7
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)