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Faculty
Soudeep Deb

Connect with Faculty

Soudeep
Deb

Assistant Professor
Decision Sciences
soudeep@iimb.ac.in

Soudeep received his Bachelors and Masters degree in Statistics from Indian Statistical Institute, Kolkata. Then, he completed his Ph.D. in Statistics from the University of Chicago. His primary field of work is related to forecasting, time series data, spatio-temporal modeling, inference for random processes. He is also interested in sports analytics, especially problems related to soccer. Outside work, Soudeep takes keen interest in photography and blogging.

Additional Information

RESEARCH INTERESTS: Time series data, Spatial statistics, Spatio-temporal modeling, Inference for random
processes, Application of statistics in sports, especially soccer

PAPERS

  • El Machkouri, M., Deb, S, Wu, W. B. (2019+). Simultaneous Inference for High-dimensional Random Field. In preparation.

  • Deb, S., Wu, W. B. (2019+). Clustering of Time Series Data using Spectral Density Estimates. In preparation.

  • Deb, S., Deb, S. (2019+). A New Approach to Forecast Dengue Cases based on Climate and Terrain. In preparation.

  • Deb, S., Tsay, R. S. (2019). Spatio-temporal Models with Space-time Interaction and Their Applications to Air Pollution Data. To appear in Statistica Sinica. 

  • Deb, S., Dey, D. (2019). Spatial Modeling of Shot Conversion in Soccer to Single out Goalscoring Ability; To appear in Journal of Sports Analytics. 

  • Deb, S. (2019). VAR Model Based Clustering Method for Multivariate Time Series Data. Journal of Mathematical Sciences, 237(6), 754-765

  • Prickett, K.C., Guiterrez, C., Deb, S. (2019). Family Firearm Ownership and Firearm-Related Mortality Among Young Children: 1976–2016. Pediatrics, 143(2), e20181171

  • Chazin, H., Deb, S., Falk, J., Srinivasan, A. (2018). New Statistical Approaches to Intra-individual Isotopic Analysis and Modeling Birth Seasonality in Studies of Herd Animals. Archaeometry. 

  • Deb, S., Pourahmadi, M., Wu, W. B. (2017). An Asymptotic Theory for Spectral Analysis of Random Fields. Electronic Journal of Statistics, Vol. 11, No. 2, 4297-4322. 

  • Deb, S., Smith, J., Alencar, A., Coe, M. (2016). IIC Brazil Summer Policy Lab Hydropower Construction and Deforestation: Linking Forest Cover to Changes in Water Balance. 

  • Zechner, C., Deb, S., Koeppl, H. (2013). Marginal Dynamics of Stochastic Biochemical Networks in Random Environments. In 2013 European Control Conference (ECC) (pp. 4269-4274). IEEE. 

  • Ghosh, S., Deb, S. (2013). A Clustering Approach for Mapping Rare Variants Based in Mutual Association. Human Heredity, Vol. 76, No. 2, pp. 98-98.

 

  • Ph.D, Department of Statistics, University of Chicago, Chicago, IL, USA.
  • M.Stat, Indian Statistical Institute, Kolkata, India.
  • B.Stat, Indian Statistical Institute, Kolkata, India.