It must be noted that deterministic results are slightly different from the mean bootstrap results due to correction bias term incorporated in the probabilistic analysis.
Microsoft notes that it incorporated bias training, spearheaded by Microsoft Senior Researcher Hanna Wallach, who specializes in AI fairness, accountability and transparency.
To minimise response bias, we have incorporated questions relating to self-testing for a range of conditions, rather than just cancer.
However, to correct for bias, sample weights incorporated information on age, sex, race/ethnicity, income, education, language spoken at home, and household size, obtained either directly from interview or from neighborhood census data.
Building further upon this development, we then incorporated a bias correction step into the spatial downscaling procedure which permits the inclusion of field observations as a way to moderate the downscaling results to better reflect actual conditions on the ground.
Excess variation associated with low numbers of false negatives was confirmed in simulation studies and by analyses of published studies that incorporated verification bias correction.
A recent study examined how 100 Cochrane systematic reviews and 100 non-Cochrane systematic reviews published in 2012 assessed risk of bias of primary studies and incorporated them into their statistical analysis and overall findings.
Various regression models were developed that incorporated benchmarking to control bias associated with experimental design, food web dynamics, and trophic level structure.
Since the truncated measurements represent all RSS measurements below −110 dBm and above −48 dBm, they introduce a large bias in the position estimate when incorporated in the RSS measurement set.
