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For parameter estimates of the selected model fitted using REML estimation, i.e., t-statistics retrieved from the summary output of the LME, see Additional file 4. P-values of the fixed effects were calculated from the F-statistics of the selected LME model, fitted using ML estimation.
Second, we bring together the best significant estimates of the (selected) three direct effects of climate change on electricity markets.
It also has precision to detect differences in the estimates of the selected health indices including PNMR at the 5% level.
Moreover the results retained with the log-linear approach were the estimates of the selected model whereas other fitted models could have yielded a quite different estimate [ 40].
It is important to emphasize that the estimates of the selected parameters can be significantly influenced by the initial estimates of the nonselected parameters.
For AIC comparisons of the LME models and parameter estimates of the selected models, see Additional files 3 and 4. Calculation of P-values of the fixed effects and investigation of performance of salmon of specific origins (see Additional file 5) were performed as described above.
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Thus, the P-estimates of the selected model differ, since they describe performance of different (model, protocol) pairs.
Model selection is performed on the inner cross-validation loop, and the predictivity estimate of the selected model is evaluated with the outer cross-validation loop.
In order to have the maximum posteriori estimate of the selected class label for input data, an optimal value of prior variance is needed through a rigorous training.
The stage two estimate of the selected treatment, Y2 say, is unbiased, and Cohen & Sackrowitz (1989) obtain the UMVUE of the selected treatment, conditional on the order of the stage one treatment arm estimates, by calculating, Q denoting the stage 1 order statistic condition.
The objective of the experimental work has been to validate the estimated performance of the selected solvents as well as to clarify the uncertainties in the final design.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com