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NETS: A Non-Equilibrium Transport Sampler
International Conference on Machine LearningWe propose an algorithm, termed the Non-Equilibrium Transport Sampler (NETS), to sample from unnormalized probability distributions. NETS can be viewed as a variant of annealed importance sampling (AIS) based on Jarzynski's equality, in which the ...
M. S. Albergo, Eric Vanden-Eijnden
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Process Tracing and Elite Interviewing: A Case for Non-probability Sampling
PS, 2007Oisin Tansey
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Summary Report of the AAPOR Task Force on Non-probability Sampling
, 2013Reg Baker +7 more
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For What Applications Can Probability and Non-Probability Sampling Be Used?
Environmental Monitoring & Assessment, 2001H. Schreuder, T. Gregoire, J. Weyer
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Non-Probability Sampling for WWW Surveys: A Comparison of Methods
, 1998N. Schillewaert +2 more
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Uncertainty-based analysis for non-probability samples
The use of non-probability samples is becoming increasingly important due to their availability at relatively low cost. The main limitation is that their use involves some form of arbitrary selection of units into the sample. As a consequence, inclusion probabilities are unknown, and it is not possible to apply weights, as suggested by probability ...Pier Luigi Conti, Daniela Marella
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