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On Sampling with Prescribed Second‐order Inclusion Probabilities |
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| Authors: | LENNART BONDESSON |
| Institution: | Department of Mathematics and Mathematical Statistics, Ume??University |
| Abstract: | Abstract. Methods to perform fixed size sampling with prescribed second‐order inclusion probabilities are presented. The focus is on a conditional Poisson design of order 2, a CP(2) design. It is an exponential design of quadratic type and it is carefully studied. In particular, methods to find the suitable values of the parameters and methods to sample are described. Small examples illustrate. |
| Keywords: | complementary sampling conditional Poisson sampling CP(2) sampling entropy Gibbs sampling inclusion probabilities linear programming Pareto sampling Sampford sampling Sinha's method |