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The UCD Aerosol Module employs three gas-to-particle mass transport schemes, replacement, coupled and uncoupled, and simplified aerosol thermodynamics to predict gas particle partitioning, aerosol phase state and water content efficiently and reasonably.
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The variance of the Horvitz Thompson estimator for a fixed size Conditional Poisson sampling scheme without replacement and with unequal inclusion probabilities is compared to the variance of the Hansen–Hurwitz estimator for a sampling scheme with replacement.
The axiom scheme of Replacement was added by Frankel to make it possible to construct larger sets (even ℵω cannot be proved to exist in Zermelo set theory).
Further, these models satisfy a scheme of replacement for wellfounded sets: anything the same size as a wellfounded set is a set.
At the first stage, consider a sampling scheme without replacement to select a sample of n segments ( mathsf{S}subset mathsf{U}, ) where n < N.
Therefore, instead of training one classifier to cover all the feature space, we separate the features with a random sampling scheme without replacement and keep almost equal dimensions for every subspace.
Similarly, at the second stage, consider a sampling scheme without replacement to select a sample of m pixels ( {mathsf{Q}}_jsubset {mathsf{P}}_j, ) where m < M for each segment ( jin mathsf{S} ) selected at the first stage.
Otherwise, one may use multiple iterations and a simple random sampling scheme, without replacement, to choose m from the list of all possible patterns.
PS methods using a greedy-match algorithm with caliper distance set to a width of 0.1 standard deviations of the logit of the estimated propensity score and a 1 case to 2 control matching scheme, without replacement, was used to match cases with controls in the final analytical data set.
Section 2 presents the related When.
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