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Fearnhead and Prangle (2012) follow the idea of optimizing the choice of summary statistics with respect to the accuracy of certain estimates of the parameters (e.g., a point estimate), rather than the full posterior distribution.
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Smartphone penetration and internet usage is growing faster than the most optimistic predictions, set to reach more than half of the population according to certain estimates.
However, if the sampler is willing to live with the possible risk of some bias and less certain estimates of precision when compared with actual simple random sampling, Gordon and Pont's methods may prove satisfactory.
However, a larger follow-up study of drug users would provide more certain estimates of mortality in drug users.
The simultaneous retrievals from using all ten bands outperform those based on using only the two CO2 bands, and the ten-band retrieval produces more certain estimates of CTP.
Part of the difficulty in interpreting the results for blacks arises from the much smaller number of cases, leading to less certain estimates.
Assessing a more recent sample of studies after the implementation of the CONSORT guidelines may increase the number of low risk studies and may provide a more certain estimate of the impact of risk of bias on effect size.
Similarly, we should be careful when we try to generalise a certain estimate of the role of smoking in the sex difference in mortality.
It is generally believed that commonly quoted figures related to incidence rates, prevalence rates, proportional estimates of certain services and cost estimates are inflated.
At last, these ideas can be used to prove optimality of certain rough path estimates.
Even though these socioeconomic status indicators were predictive of certain behaviors, point estimates of the effects of risk game choices remained substantively unchanged, even after controlling for various sets of confounders, suggesting possible independent effects of unobservable risk preferences.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com