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The generating process for these pseudorandom permutations is based on "logarithmic signatures" as described in [10 12] and uses a secret pass phrase as a key.
The data generating process for the situation when the value of one observation i depends on the value of its neighbour j's observation (e.g. LeSage and Pace [2009]) is as below: y i = α i y j + β X i + ε i (3).
In addition, the data generating process for censored and uncensored portions of the data are assumed to be similar.
We shall assume that the prior distribution of a target can be factorized according to the structure of the ontology, i.e. we assume a Bayesian network as the underlying data generating process for the target variable.
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The data generating process and its use for scientific purpose was conducted in full compliance with the ethics committee of the Albert-Ludwigs-University of Freiburg.
Although yet to assume [End Page 614] the respectability of an institutionalized scientific discipline or meta-discipline, those working in the complexity sciences are committed to the dual quest for theoretical understanding of the nature of complex phenomena, and for generating processes and strategies for dealing effectively with them.
For data generating processes 4 and 5, the probability of selecting a true predictor in stepwise regression leveled out at a probability of approximately 0.9 compared to a probability of approximately 1 for data generating processes 2 and 3.
We generate process variations-aware equivalence boundaries for different equivalence values.
All raw sequence data used to generate processed expression data for WheatExp is accessible from public sequence databases as described in Table 1.
We then generated a time-to-event outcome for each subject using a data-generating process for time-to-event outcomes described by Bender et al. [ 16].
From these results, we compare the wage-generating process for each subgroup and evaluate the overall wage gaps across the working life of each category of engineers.
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