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On Multivariate Quantile Regression: Directional Approach and Application with Growth Charts
DownloadFall 2009
In this thesis, we introduce a concept of directional quantile envelopes, the intersection of the halfspaces determined by directional quantiles, and show that they allow for explicit probabilistic interpretation, compared to other multivariate quantile concepts. Directional quantile envelopes...
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2022-04-05
Konnikov, Alla, Rets, Irina, Hughes, Karen D., Al-Ani, Jabir Alshehabi, Denier, Nicole, Ding, Lei, Hu, Shenggang, Hu, Yang, Jiang, Bei, Kong, Linglong, Tarafdar, Monideepa, Yu, Dengdeng
The BIAS case study describes the aims and objectives of the ‘BIAS: Responsible AI for labour market equality’ project, the research process, and the lessons learned at the mid-way point of the project. It draws on two main sources of information: interviews conducted internally with six founding...