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Greet Maenhout, one of the lead researchers behind the data, told me it was "probable" that Chinese coal use is higher than reported, but emphasised that uncertainty in the data isn't limited to China.
To underline the uncertainty in the data, the Ronsvalles make a calculation comparing the Independent Sector's findings about 1998 "household contributions" to the "individual contributions" (as distinguished from bequests or corporate or foundation grants) estimated for that year in Giving USA.
However, there's a high degree of uncertainty in the data.
The primary source of uncertainty in the data is due to shot noise.
Fuzzy random parameters are utilized to deal with uncertainty in the data collection process.
Despite these uncertainties, typical reserve selection methods proceed as if there is no uncertainty in the data or models.
One-way sensitivity analysis was conducted to account for the uncertainty in the data due to a lack of unequivocal reference values.
Expressing the uncertainty associated with these measurements or reducing the uncertainty in the data production process is a critical first step to achieving more definitive measures and communication.
Energy inputs from CRT glass manufacturing, for which there was some uncertainty in the data, drive many of the CRT impacts.
Conventional meta-analyses calculate a variety of statistics including t-statistics, estimated coefficients, standard errors, and confidence intervals and then weight the data points to compensate for uncertainty in the data (Mulrow and Oxman 1997; Higgins and Green 2011).
Future directions could address uncertainty in the data, new methods and techniques, improvements in warnings, and understanding of economic losses (for example, those caused by large eruption impacts on aviation).
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