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- W1504385659 abstract "We consider the problem of reducing a network of existing rainfall monitoring stations. The aim is to reduce a current system of 80 stations in the state of Guarico, Venezuela, to around 40 stations. The problem is to choose these 40 stations out of the original 80 in a way which least reduces our ability to make inference about local rainfall and minimise cost. We formulate the problem as an optimal design problem with decision variables d, a probability model p(y, θ) on data y and parameter θ,and a utility function u(d, θ, y) which formalizes the decision criterion. We approach the optimal design problem by simulation. Specifically, we define an auxiliary probability model h(d, θ, y) such that simulation from h(·) can be shown to be equivalent to solving the original optimal design problem." @default.
- W1504385659 created "2016-06-24" @default.
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- W1504385659 date "1999-01-01" @default.
- W1504385659 modified "2023-10-16" @default.
- W1504385659 title "Redesigning a Network of Rainfall Stations" @default.
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- W1504385659 doi "https://doi.org/10.1007/978-1-4612-1502-8_12" @default.
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