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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. Albergo, Eric Vanden-Eijnden
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Statistical Methods & Applications, 2022
Yingli Pan, Wenzhu Cai, Zhanxu Liu
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Yingli Pan, Wenzhu Cai, Zhanxu Liu
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Process Tracing and Elite Interviewing: A Case for Non-probability Sampling
PS: Political Science & Politics, 2007This article explores the relationship between the method of process tracing and the data collection technique of elite interviewing. The process tracing method has become an increasingly used and cited tool in qualitative research, a trend that has recently
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Population Sampling: Probability and Non-Probability Techniques
Prehospital and Disaster Medicine, 2023openaire +2 more sources
Probability and Non Probability Sampling
Asian Research Journal of Business Management, 2017openaire +1 more source
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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