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The committee's concerns over wholesale collection and analysis of data were substantial and from any perspective would need considerable changes to be made to the draft bill, now presented as an amendment to the Counter Terrorism and Security Bill.
The resources required to determine true cases from those diagnosed in BCBST claims data were substantial.
The differences in missing data were substantial, ranging from 2.8 % missing for Anomalops katoptron to 41%% missing for Pholidichthys.
The findings demonstrated that the distribution and impact of missing data were substantial and that the pattern of missing data was unlikely to be 'missing at random'.
Observations in which respondents selected a "prefer not to answer" option were excluded from analyses except for analyses of income and sharing where missing income data were substantial and responses separately categorized.
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Limitations: The number of patients excluded from the study due to missing data is substantial.
Allison ([2002]) demonstrated that even in the case of MCAR, dummy-variable adjustment may lead to biased estimates in ordinary least squares regression when the proportion of missing data is substantial (i.e., 50%).
Figure 2 shows the Secchi depth during June to August in the Gulf of Finland since year 1900, and regression analysis, a t-test and a non-parametric test all showed that the Secchi depth has decreased significantly over time, although the variability of the data was substantial.
Both the last observation carried forward and multiple imputation techniques will be considered if missing data are substantial.
If missing data are substantial, multiple imputation will be used to assess the impact of missing data in a sensitivity analysis.
However, the discrepancy between the accuracy of IDEM as assessed by synthetic data vs. real expression, methylation and knockdown data is substantial.
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CEO of Professional Science Editing for Scientists @ prosciediting.com