If you made any changes in Pure, your changes will be visible here soon.

Research Output 1979 2019

2019
1 Citation (Scopus)

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 1 2019, In : PloS one. 14, 5, e0217148.

Research output: Contribution to journalArticle

Open Access
Climate Change
food production
Climate change
Crops
Elaeis guineensis
1 Citation (Scopus)

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. B., Sep 15 2019, In : Journal of Agricultural, Biological, and Environmental Statistics. 24, 3, p. 484-501 18 p.

Research output: Contribution to journalArticle

Hurricanes
Precipitation (meteorology)
Risk assessment
hurricane
Annual
2 Citations (Scopus)
Wild Bootstrap
Climate Models
Bootstrap Method
Wavelets
Resampling
2018

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

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

Research output: Contribution to journalArticle

Regression Depth
Data Depth
Adaptive Lasso
Penalty
Penalized Regression
2017
3 Citations (Scopus)

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
Genome-Wide Association Study
alachlor
Phenotype
Twin Studies
Sample Size
3 Citations (Scopus)

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

Time series
9 Citations (Scopus)

Using temporal detrending to observe the spatial correlation of traffic

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

Research output: Contribution to journalArticle

Highway systems
traffic
Topology
Switches
topology
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., Jan 1 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

Time series
Finance
Marketing
Remote sensing
Health

Computational data sciences for actionable insights on climate extremes and uncertainty

Ganguly, A. R., Kodra, E., Chatterjee, S. B., 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

Climate
Uncertainty
uncertainty
climate
science
2015
13 Citations (Scopus)

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

Public Health Nursing
Health Literacy
Benchmarking
Electronic Health Records
Outcome Assessment (Health Care)

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

Mukherjee, U. K., Majumdar, S. & Chatterjee, S. B., 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

Supervised learning
Supervised Learning
Higher Dimensions
Wrapper
Geometry
2014
2 Citations (Scopus)

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

Mukherjee, U. K. & Chatterjee, S. B., 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

Monitoring
Process monitoring
Health
Costs
Big data
tropical storms
change detection
Statistics
statistics
statistical distribution

Logit-normal mixed model for Indian monsoon precipitation

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

Research output: Contribution to journalArticle

monsoons
monsoon
estimation method
climate
Rain
2013
9 Citations (Scopus)

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

Monitoring

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

Time Change
Change Detection
Time series
Time Series Modelling
Time Series Analysis
11 Citations (Scopus)

Using p values to design statistical process control charts

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

Research output: Contribution to journalArticle

Statistical Process Control
Control Charts
p-Value
Process Monitoring
Significance level
2012
36 Citations (Scopus)

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

1 Citation (Scopus)

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

Physics
physics
Data structures
Precipitation (meteorology)
Data mining
12 Citations (Scopus)

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

Autocorrelation
Testing
Data mining
Time series
Temperature
2011
9 Citations (Scopus)

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

Time series
Earth sciences
Time and motion study
Air
Data mining
34 Citations (Scopus)

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

Kodra, E., Chatterjee, S. B. & Ganguly, A. R., Jan 1 2011, In : Theoretical and Applied Climatology. 104, 3-4, p. 325-335 11 p.

Research output: Contribution to journalArticle

Granger causality test
carbon dioxide
time series
temperature
climate change
5 Citations (Scopus)

High dimensional data analysis using multivariate generalized spatial quantiles

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

Research output: Contribution to journalArticle

High-dimensional Data
Quantile
Probability distributions
Data analysis
Electric network analysis

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. 6137537.

Research output: Contribution to journalEditorial

7 Citations (Scopus)

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

Values
Labels
Sampling
7 Citations (Scopus)

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

2009
53 Citations (Scopus)

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

Cumulative Sum
Distribution-free
Control Charts
Bootstrap
Average Run Length
2008
45 Citations (Scopus)

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

Best Linear Unbiased Prediction
Parametric Bootstrap
Linear Mixed Model
Prediction Interval
Prediction Error

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

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

Research output: Contribution to journalComment/debate

Microarrays
Time series
Experiments

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
94 Citations (Scopus)

Causality and pathway search in microarray time series experiment

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

Research output: Contribution to journalArticle

Microarrays
Causality
Microarray
Time series
Pathway
2005
40 Citations (Scopus)

Generalized bootstrap for estimating equations

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

Research output: Contribution to journalArticle

Estimating Equation
Bootstrap
Bayesian Bootstrap
Asymptotic Representation
Jackknife

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
17 Citations (Scopus)

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

Minimizer
Bootstrap
Convex function
Resampling
Estimator
4 Citations (Scopus)

Parameter estimation in conditional heteroscedastic models

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

Research output: Contribution to journalArticle

Heteroscedastic Model
Conditional Model
Parameter Estimation
Estimator
Limit Laws
2002
6 Citations (Scopus)

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

Jackknife
Variance Estimator
Resampling
Linear regression
Bootstrap
4 Citations (Scopus)

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

Asymptotic Dimension
Linear regression
Bootstrap
Resampling
Least Squares
2001
11 Citations (Scopus)

Generalised bootstrap in non-regular M-estimation problems

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

Research output: Contribution to journalArticle

M-estimation
Bootstrap
Smoothness
Estimator
1 Citation (Scopus)

Last passage times of minimum contrast estimators

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

Research output: Contribution to journalArticle

Minimum Contrast Estimators
Passage Time
Estimator
Representation Type
Law of the Iterated Logarithm
8 Citations (Scopus)

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

Variance Estimation
Bootstrap
Regression Model
High-dimensional
Least Squares Estimate
1998
4 Citations (Scopus)
Bootstrap Test
Likelihood Ratio Statistic
Maximum Likelihood
Permutation Test
Non-parametric test
7 Citations (Scopus)

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

Jackknife
Bootstrap
Estimate
Least Squares Estimate
Resampling
1979
2 Citations (Scopus)

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

Newborn