1979 …2020

Research output per year

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Research Output

2020

Physics-guided probabilistic modeling of extreme precipitation under climate change

Kodra, E., Bhatia, U., Chatterjee, S., Chen, S. & Ganguly, A. R., Dec 1 2020, In : Scientific reports. 10, 1, 10299.

Research output: Contribution to journalArticle

Open Access

Semiparametric modeling of time-varying activation and connectivity in task-based fMRI data

Park, J. Y., Polzehl, J., Chatterjee, S., Brechmann, A. & Fiecas, M., Oct 2020, In : Computational Statistics and Data Analysis. 150, 107006.

Research output: Contribution to journalArticle

2019

A resampling approach to estimation of the linking variance in the Fay–Herriot model

Chatterjee, S., Jul 3 2019, In : Statistical Theory and Related Fields. 3, 2, p. 170-177 8 p.

Research output: Contribution to journalArticle

Climate change has likely already affected global food production

Ray, D., West, P. C., Clark, M., Gerber, J. S., Prishchepov, A. V. & Chatterjee, S. B., May 2019, In : PloS one. 14, 5, e0217148.

Research output: Contribution to journalArticle

Open Access
31 Scopus citations

New Exploratory Tools for Extremal Dependence: χ Networks and Annual Extremal Networks

Huang, W. K., Cooley, D. S., Ebert-Uphoff, I., Chen, C. & Chatterjee, S., Sep 15 2019, In : Journal of Agricultural, Biological, and Environmental Statistics. 24, 3, p. 484-501 18 p.

Research output: Contribution to journalArticle

1 Scopus citations
Open Access
2 Scopus citations
2018

Non-convex penalized multitask regression using data depth-based penalties

Majumdar, S. & Chatterjee, S., Jan 1 2018, In : Stat. 7, 1, e174.

Research output: Contribution to journalArticle

2017

Resampling-based tests for Lasso in genome-wide association studies

Arbet, J., Mc Gue, M., Chatterjee, S. B. & Basu, S., Jul 24 2017, In : BMC genetics. 18, 1, 70.

Research output: Contribution to journalArticle

Open Access
5 Scopus citations

Tripoles: A new class of relationships in time series data

Agrawal, S., Atluri, G., Karpatne, A., Haltom, W., Liess, S., Chatterjee, S. B. & Kumar, V., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 697-706 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Using temporal detrending to observe the spatial correlation of traffic

Ermagun, A., Chatterjee, S. & Levinson, D., May 1 2017, In : PloS one. 12, 5, e0176853.

Research output: Contribution to journalArticle

Open Access
12 Scopus citations
2016

A general framework to increase the robustness of model-based change point detection algorithms to outliers and noise

Chen, X. C., Yao, Y., Shi, S., Chatterjee, S., Kumar, V. & Faghmous, J. H., 2016, 16th SIAM International Conference on Data Mining 2016, SDM 2016. Venkatasubramanian, S. C. & Meira, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 162-170 9 p. (16th SIAM International Conference on Data Mining 2016, SDM 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Computational data sciences for actionable insights on climate extremes and uncertainty

Ganguly, A. R., Kodra, E., Chatterjee, S., Banerjee, A. & Najm, H. N., Apr 19 2016, Computational Intelligent Data Analysis for Sustainable Development. CRC Press, p. 127-156 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2015

Factors explaining variability in health literacy outcomes of public health nursing clients

Monsen, K. A., Chatterjee, S. B., Timm, J. E., Kay Poulsen, J. & Mcnaughton, D. B., Mar 1 2015, In : Public Health Nursing. 32, 2, p. 94-100 7 p.

Research output: Contribution to journalArticle

15 Scopus citations

Fast and robust supervised learning in high dimensions using the geometry of the data

Mukherjee, U. K., Majumdar, S. & Chatterjee, S., Jan 1 2015, Advances in Data Mining: Applications and Theoretical Aspects - 15th Industrial Conference, ICDM 2015, Proceedings. Perner, P. (ed.). Springer- Verlag, p. 109-123 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9165).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014

Fast algorithm for computing weighted projection quantiles and data depth for high-dimensional large data clouds

Mukherjee, U. K. & Chatterjee, S., Jan 1 2014, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. Chang, W., Huan, J., Cercone, N., Pyne, S., Honavar, V., Lin, J., Hu, X. T., Aggarwal, C., Mobasher, B., Pei, J. & Nambiar, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 64-71 8 p. 7004358. (Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Logit-normal mixed model for Indian monsoon precipitation

Dietz, L. R. & Chatterjee, S., Sep 12 2014, In : Nonlinear Processes in Geophysics. 21, 5, p. 939-953 15 p.

Research output: Contribution to journalArticle

2013

A parameter-free spatio-temporal pattern mining model to catalog global ocean dynamics

Faghmous, J. H., Le, M., Uluyol, M., Kumar, V. & Chatterjee, S. B., Dec 1 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 151-160 10 p., 6729499.

Research output: Contribution to journalConference article

12 Scopus citations

Contextual time serios change detection

Chen, X. C., Steinhaeuser, K., Boriah, S., Chatterjee, S. B. & Kumar, V., Jan 1 2013, SIAM International Conference on Data Mining 2013, SMD 2013. Society for Industrial and Applied Mathematics Publications, p. 503-511 9 p. (SIAM International Conference on Data Mining 2013, SMD 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Using p values to design statistical process control charts

Li, Z., Qiu, P., Chatterjee, S. & Wang, Z., Jan 1 2013, In : Statistical Papers. 54, 2, p. 523-539 17 p.

Research output: Contribution to journalArticle

11 Scopus citations
2012

Sparse group lasso: Consistency and climate applications

Chatterjee, S., Steinhaeuser, K., Banerjee, A., Chatterjee, S. B. & Ganguly, A., Dec 1 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. p. 47-58 12 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

37 Scopus citations

Spatially penalized regression for dependence analysis of rare events: A study in precipitation extremes

Das, D., Ganguly, A., Chatterjee, S., Kumar, V. & Obradovic, Z., Dec 1 2012, p. 1948-1951. 4 p.

Research output: Contribution to conferencePaper

1 Scopus citations

Testing the significance of spatio-temporal teleconnection patterns

Kawale, J., Chatterjee, S. B., Ormsby, D., Steinhaeuser, K., Liess, S. & Kumar, V., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 642-650 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

16 Scopus citations
2011

Anomaly construction in climate data: Issues and challenges

Kawale, J., Chatterjee, S. B., Kumar, A., Liess, S., Steinbach, M. S. & Kumar, V., Dec 1 2011, p. 189-203. 15 p.

Research output: Contribution to conferencePaper

9 Scopus citations

Exploring Granger causality between global average observed time series of carbon dioxide and temperature

Kodra, E., Chatterjee, S. & Ganguly, A. R., Jun 2011, In : Theoretical and Applied Climatology. 104, 3-4, p. 325-335 11 p.

Research output: Contribution to journalArticle

37 Scopus citations

High dimensional data analysis using multivariate generalized spatial quantiles

Mukhopadhyay, N. D. & Chatterjee, S., Apr 1 2011, In : Journal of Multivariate Analysis. 102, 4, p. 768-780 13 p.

Research output: Contribution to journalArticle

6 Scopus citations

Preface

Chawla, N. V., Ganguly, A. R., Kumar, V., Steinbach, M. S., Steinhaeuser, K., Banerjee, A., Borne, K., Chandola, V., Chatterjee, S. B., Erickson, D. J., Gaber, M. M., Ghanem, R., Graves, S. J., Kumar, N., Lozano, A. C., Obradovic, Z., Omitaomu, O. A., Vatsavai, R. R., Vucetic, S., Yang, C. & 2 others, Yang, R. & Yerramilli, A., Dec 1 2011, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. xxi-xxii 6137537.

Research output: Contribution to journalEditorial

Probabilistic matrix addition

Agovic, A., Banerjee, A. & Chatterjee, S. B., Oct 7 2011, Proceedings of the 28th International Conference on Machine Learning, ICML 2011. p. 1025-1032 8 p. (Proceedings of the 28th International Conference on Machine Learning, ICML 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Sparse Group Lasso for regression on land climate variables

Chatterjee, S., Banerjee, A., Chatterjee, S. B. & Ganguly, A. R., Dec 1 2011, Proceedings - 11th IEEE International Conference on Data Mining Workshops, ICDMW 2011. p. 1-8 8 p. 6137353. (Proceedings - IEEE International Conference on Data Mining, ICDM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations
2009

Distribution-free cumulative sum control charts using bootstrap-based control limits

Chatterjee, S. B. & Qiu, P., Mar 1 2009, In : Annals of Applied Statistics. 3, 1, p. 349-369 21 p.

Research output: Contribution to journalArticle

59 Scopus citations
2008

Parametric bootstrap approximation to the distribution of EBLUP and related prediction intervals in linear mixed models

Chatterjee, S., Lahiri, P. & Li, H., Jun 1 2008, In : Annals of Statistics. 36, 3, p. 1221-1245 25 p.

Research output: Contribution to journalArticle

47 Scopus citations

Reply to 'Comment on causality and pathway search in microarray time series experiment'

Mukhopadhyay, N. D. & Chatterjee, S., Apr 1 2008, In : Bioinformatics. 24, 7, 1 p.

Research output: Contribution to journalComment/debate

Review of Structural equation modeling by S-Y. Lee

Chatterjee, S. B., 2008, In : Technometrics. 50, p. 411-412

Research output: Contribution to journalArticle

2007

Causality and pathway search in microarray time series experiment

Mukhopadhyay, N. D. & Chatterjee, S., Feb 15 2007, In : Bioinformatics. 23, 4, p. 442-449 8 p.

Research output: Contribution to journalArticle

95 Scopus citations
2005

Generalized bootstrap for estimating equations

Chatterjee, S. & Bose, A., Feb 1 2005, In : Annals of Statistics. 33, 1, p. 414-436 23 p.

Research output: Contribution to journalArticle

46 Scopus citations

Review of Procrustes Problems by J. C. Gower and G. B. Dijksterhuis

Chatterjee, S. B., 2005, In : Technometrics. 47, p. 376

Research output: Contribution to journalArticle

2004

Review of Order Statistics, third edition; by H. A. David and H. N. Nagaraja

Chatterjee, S. B., 2004, In : Technometrics. 46, p. 364-365

Research output: Contribution to journalArticle

2003

Generalized bootstrap for estimators of minimizers of convex functions

Bose, A. & Chatterjee, S., Dec 1 2003, In : Journal of Statistical Planning and Inference. 117, 2, p. 225-239 15 p.

Research output: Contribution to journalArticle

17 Scopus citations

Parameter estimation in conditional heteroscedastic models

Chatterjee, S. & Das, S., Jun 1 2003, In : Communications in Statistics - Theory and Methods. 32, 6, p. 1135-1153 19 p.

Research output: Contribution to journalArticle

4 Scopus citations
2002

Comparison of bootstrap and jackknife variance estimators in linear regression: Second order results

Bose, A. & Chatterjee, S., Apr 1 2002, In : Statistica Sinica. 12, 2, p. 575-598 24 p.

Research output: Contribution to journalArticle

6 Scopus citations

Dimension asymptotics for generalised bootstrap in linear regression

Chatterjee, S. & Bose, A., Oct 9 2002, In : Annals of the Institute of Statistical Mathematics. 54, 2, p. 367-381 15 p.

Research output: Contribution to journalArticle

4 Scopus citations
2001

Generalised bootstrap in non-regular M-estimation problems

Bose, A. & Chatterjee, S., Dec 1 2001, In : Statistics and Probability Letters. 55, 3, p. 319-328 10 p.

Research output: Contribution to journalArticle

12 Scopus citations

Last passage times of minimum contrast estimators

Bose, A. & Chatterjee, S., Aug 2001, In : Journal of the Australian Mathematical Society. 71, 1, p. 1-10 10 p.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Variance estimation in high dimensional regression models

Chatterjee, S. & Bose, A., Apr 1 2000, In : Statistica Sinica. 10, 2, p. 497-515 19 p.

Research output: Contribution to journalArticle

8 Scopus citations
1998
4 Scopus citations

Another look at the jackknife: Further examples of generalized bootstrap

Chatterjee, S., Nov 15 1998, In : Statistics and Probability Letters. 40, 4, p. 307-319 13 p.

Research output: Contribution to journalArticle

7 Scopus citations
1979

Congenital malformations in the Bengali new-born babies

Ghosh, A. K., Chatterjee, S. & Piplai, C., Jan 1 1979, In : Collegium Antropologicum. 3, 2, p. 255-260 6 p.

Research output: Contribution to journalArticle

2 Scopus citations