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The raw CEL data were normalized with the Robust Multichip Average (RMA) method [ 65] using the R software 'limma' package [ 66] To identify differentially expressed genes, we used an empirical Bayesian-based method [ 67] to construct statistics and compute the relative P-values [ 66].
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The study involves derivation of parameters governing the surface heat fluxes, constructing statistics of ASTER thermal infrared images along with validation through intensive in situ measurements.
Moreover, the constructed statistics should be robust with a small number of cases and allow differentiation of sporadic cases from emergence (29 ).
Both estimates can be used to construct test statistics, such as the ratio of over, known as Wald-statistic.
The results also show that the ODT model may be used to construct these statistics.
In this paper, we first construct bootstrap statistics βn∗ and σn2∗ by resampling.
The measured capacity values from wind tunnel tests are used to construct posterior statistics of unknown model parameters through a Bayesian approach.
Using the logit estimates, we obtained the weight ψ z = f I = m | z f I = s f I = s | z f I = m and constructed the counterfactual distribution of the wages that the return migrants would have obtained had they never migrated, as indicated in equation (1), by using kernel methods.11 Also, with this weight we can construct descriptive statistics of the counterfactual distribution.
Series methods use approximating functions (splines or power series of the explanatory variables) to construct test statistics.
The sample SD pooled across all four arms is used to construct test statistics expressing the advantage of each of the three active treatments over control.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com