10 citations · 56 across the 19 of their papers we have counts for
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3 papers · 1 filter
stat.ME2019★ 3 cited
Simpson's Paradox and the implications for medical trials
Norman Fenton, Martin Neil, Anthony Constantinou
This paper describes Simpson's paradox, and explains its serious implications for randomised control trials. In particular, we show that for any number of variables we can simulate…
cs.AI2019
Learning Bayesian networks from demographic and health survey data
Neville Kenneth Kitson, Anthony C. Constantinou
Child mortality from preventable diseases such as pneumonia and diarrhoea in low and middle-income countries remains a serious global challenge. We combine knowledge with available…
cs.LG2019★ 8 cited
Evaluating structure learning algorithms with a balanced scoring function
Anthony C. Constantinou
Several structure learning algorithms have been proposed towards discovering causal or Bayesian Network (BN) graphs. The validity of these algorithms tends to be evaluated by asses…