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Ashwini Venkatasubramaniam
Ashwini Venkatasubramaniam
Principal Statistician, GSK
Verified email at gsk.com
Title
Cited by
Cited by
Year
Decision trees in epidemiological research
A Venkatasubramaniam, J Wolfson, N Mitchell, T Barnes, M JaKa, ...
Emerging themes in epidemiology 14, 1-12, 2017
1262017
Effect of 40-cm segment umbilical cord milking on hemoglobin and serum ferritin at 6 months of age in full-term infants of anemic and non-anemic mothers
R Bora, SS Akhtar, A Venkatasubramaniam, J Wolfson, R Rao
Journal of Perinatology 35 (10), 832-836, 2015
512015
Branching out: use of decision trees in epidemiology
J Wolfson, A Venkatasubramaniam
Current Epidemiology Reports 5, 221-229, 2018
192018
Comparison of causal forest and regression-based approaches to evaluate treatment effect heterogeneity: an application for type 2 diabetes precision medicine
A Venkatasubramaniam, BA Mateen, BM Shields, AT Hattersley, ...
BMC Medical Informatics and Decision Making 23 (1), 110, 2023
52023
Assessing effect heterogeneity of a randomized treatment using conditional inference trees
A Venkatasubramaniam, B Koch, L Erickson, S French, D Vock, J Wolfson
Statistical Methods in Medical Research, 2021
32021
Functional distributional clustering using spatio-temporal data
A Venkatasubramaniam, L Evers, P Thakuriah, K Ampountolas
Journal of Applied Statistics 50 (4), 909-926, 2023
12023
Best (but often forgotten) Statistical Practices: Measuring Real-World Intervention Effectiveness using Electronic Health Data
J Wolfson, A Venkatasubramaniam
The American Journal of Clinical Nutrition 118 (1), 13-22, 2023
2023
visTree: Visualization of Subgroups for a Decision Tree
A Venkatasubramaniam, J Wolfson
arXiv preprint arXiv:2103.04139, 2021
2021
Nonparametric clustering for spatio-temporal data
AK Venkatasubramaniam
University of Glasgow, 2019
2019
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