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In this paper, we have considered the problem of three-stage sample surveys. The problem of a three stage multivariate stratified sample survey has been formulated as a non-linear stochastic programming problem by considering survey cost and the variances as random variables. The stochastic programming problem has been converted into equivalent deterministic form using Chance constraint programming and modified E-model.

Three - Stage Stochastic Multivariate Stratified Sample Survey