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Every researcher learns in their introductory multivariate regression course that all observations must be independent and identically distributed (iid) in order for estimates to be accurate.
In order for estimates to be fully comparable between OLS and PSM, these small numbers of 'off-support' observations were removed from our analysis, and this did not affect the reported estimates.
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In VAR statistics, the lower value of the Schwarz criterion is selected as a suitable lag order for estimating the cointegration method.
This may be optimistic due to the potential for overfitting, because it has been suggested that there should be at least 10 events (deaths) for each variable to be estimated in order for parameter estimates to be considered reliable [ 33].
We have in this study estimated the social cost of road and rail traffic noise and described how WTP estimates from hedonic pricing studies can be combined with cost estimates for health effects in order for the estimates to reflect the total social cost.
For this purpose, we have to assume conditions on the coefficients of the operator in order for energy estimates to be satisfied.
Finally, although tTY suggest that cointegration is not required in order for the estimates to be valid, we apply the Johansen and Juselius (1990) test as robustness check.10.10
This was done in order for these estimates to be comparable to the relative risks reported in the other studies.
At high exposure frequencies, even fewer biomarker samples may be necessary in order for the estimates to be normal.
In both study groups, the rank order for DVR estimates was: medial temporal region > posterior cingulate > lateral temporal region > parietal region > frontal region.
In order for the estimates to be reliable, however, it is absolutely critical that the crossvalidation be external to the entire process by which the classifier is created (Simon et al, 2003).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com