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Figure 15 Maximum heap tree for weight of data item change.
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Because of this risk of circular reasoning, ideally, it is, necessary to adjust the required information size by applying a penalty for the weight of data from former systematic reviews (or trials) [ 51, 78].
They admit to the spreadsheet error, but defend their weighting of data and say they have corrected for some of their omissions in subsequent work.
This is due to the choice of the input representation: in Raue et al. (2009), a smoothing spline of the input data was used without considering the input uncertainties for the weighting of the data points and for the determination of the smoothing parameter.
This allows for a weighting of the data according to the first term in Equation (7) and for a data-based selection of the smoothing parameter λ.
Define priorities for weighting different types of data or study characteristics and develop a referenced rationale for general weightings based on the regulatory application.
This includes the weighting of input data for automated data analysis and identification of attributes relevant for key indicators, as well as settings regarding the system's policy recommendation behavior.
A multivariate regression model was fitted using the STATA 11 svy: logistic command allowing for clustering and weighting of the data to assess the potential predictors of P. falciparum exposure and/or prevalence.
The areas under the ROC curve were estimated and compared between racial/ethnic subgroups using the SAS macros that were created specifically to account for the sampling weights of survey data [ 27].
Open image in new window Fig. 4 Comparison of thermodynamic model predictions and reported experimental data for weight percent of precipitated asphaltene at T = 241 °F and T = 120 °F.
Weighting is not recommended for analysis of data from the Priority Toxicant Reference Range Study (NCHS 2000).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com