Dr. Kainat Khowaja
Dr. Kainat Khowaja
Postdoctoral Researcher
Email
kainat.khowaja@uni-bielefeld.de
Research Interests
- Statistics of Machine Learning
- Dimensionality Reduction
Working Papers
- Khowaja K, Saef D, Sizov S, Härdle WK (2020) Data Analytics Driven Controlling: bridging statistical modeling and managerial intuition
- Khowaja K, Härdle WK, Huang C (2021) Uniform Confidence Bands for Generalized Random Forests
- Khowaja K, Scornet E (2022) A review of Random Forests
- Wang R, Khowaja K (2022) Does corporate value change with VAT burden? A GRF based study
Published Papers
- Lin MB, Khowaja K, Chen CYH, Härdle WK (2021) Blockchain mechanism and distributional characteristics of cryptos , Advances in Quantitative Analysis of Finance & Accounting (AQAFA), Vol. 18, DOI：10.6293/AQAFA.202112_(18).0006
- Khowaja K, Shcherbatyy M, Härdle WK (2021) Surrogate Models for Optimization of Dynamical Systems, "Foundations of Modern Statistics", Springer Proceedings in Mathematics & Statistics, to appear 2021
- Mihoci A, Ting CH, Lu M, Khowaja K (2022) Adaptive Order Flow Forecasting with Multiplicative Error Models, Digital Finance, DOI: 10.1007/s42521-021-00047-1
| 2022 – Present | Postdoc, Data Science Group, Bielefeld University |
| 2022 – Present | Statistical Consultant, Helmholtz Zentrum München |
| 2019 - 2022 | PhD student in Statistics, Humboldt Universität zu Berlin |
| 2017-2019 |
M. Sc. in Applied Mathematics, Ivan Franko National University of Lviv, Ukraine |
| 2017-2019 | M. Sc. in Mathematical Engineering, University of L'Aquila, Italy |
| 2013-2017 | B. Sc. in Economics and Mathematics, Institute of Business Administration, Karachi, Pakistan |