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Gareth M. James - Publications

Affiliations: 
Psychology University of Southern California, Los Angeles, CA, United States 
Area:
Statistics
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27 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Qiao X, Qian C, James GM, Guo S. Doubly functional graphical models in high dimensions Biometrika. 107: 415-431. DOI: 10.1093/Biomet/Asz072  0.421
2019 Qiao X, Guo S, James GM. Functional Graphical Models Journal of the American Statistical Association. 114: 211-222. DOI: 10.1080/01621459.2017.1390466  0.34
2015 Fan Y, James GM, Radchenko P. Functional additive regression Annals of Statistics. 43: 2296-2325. DOI: 10.1214/15-Aos1346  0.453
2015 Radchenko P, Qiao X, James GM. Index Models for Sparsely Sampled Functional Data Journal of the American Statistical Association. 110: 824-836. DOI: 10.1080/01621459.2014.931859  0.433
2014 Fan Y, Foutz N, James GM, Jank W. Functional response additive model estimation with online virtual stock markets Annals of Applied Statistics. 8: 2435-2460. DOI: 10.1214/14-Aoas781  0.405
2013 Tian TS, James GM. Interpretable dimension reduction for classifying functional data Computational Statistics and Data Analysis. 57: 282-296. DOI: 10.1016/J.Csda.2012.06.017  0.385
2012 Tian TS, James GM, Wilcox RR. A multivariate adaptive stochastic search method for dimensionality reduction in classification Annals of Applied Statistics. 6: 340-365. DOI: 10.1214/09-Aoas284  0.379
2011 Radchenko P, James GM. Improved variable selection with Forward-Lasso adaptive shrinkage Annals of Applied Statistics. 5: 427-448. DOI: 10.1214/10-Aoas375  0.405
2010 Guo J, James G, Levina E, Michailidis G, Zhu J. Principal Component Analysis With Sparse Fused Loadings. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 19: 930-946. PMID 25878487 DOI: 10.1198/Jcgs.2010.08127  0.34
2010 Radchenko P, James GM. Variable selection using Adaptive Nonlinear Interaction Structures in High dimensions Journal of the American Statistical Association. 105: 1541-1553. DOI: 10.1198/Jasa.2010.Tm10130  0.353
2010 Tian TS, Wilcox RR, James GM. Data reduction in classification: A simulated annealing based projection method Statistical Analysis and Data Mining. 3: 319-331. DOI: 10.1002/Sam.V3:5  0.403
2010 Tian TS, Wilcox RR, James GM. Data reduction in classification: A simulated annealing based projection method: Data Reduction in Classification Statistical Analysis and Data Mining. 3: 319-331. DOI: 10.1002/Sam.10087  0.304
2009 Sood A, James GM, Tellis GJ. Functional regression: A new model for predicting market penetration of new products Marketing Science. 28: 36-51. DOI: 10.1287/Mksc.1080.0382  0.35
2009 James GM, Wang J, Zhu J. Functional linear regression that's interpretable 1 Annals of Statistics. 37: 2083-2108. DOI: 10.1214/08-Aos641  0.311
2009 James GM, Radchenko P, Lv J. DASSO: Connections between the Dantzig selector and lasso Journal of the Royal Statistical Society. Series B: Statistical Methodology. 71: 127-142. DOI: 10.1111/J.1467-9868.2008.00668.X  0.332
2009 James GM, Radchenko P. A generalized Dantzig selector with shrinkage tuning Biometrika. 96: 323-337. DOI: 10.1093/Biomet/Asp013  0.394
2008 Radchenko P, James GM. Variable inclusion and shrinkage algorithms Journal of the American Statistical Association. 103: 1304-1315. DOI: 10.1198/016214508000000481  0.412
2007 James GM. Curve alignment by moments The Annals of Applied Statistics. 1: 480-501. DOI: 10.1214/07-Aoas127  0.372
2006 James GM, Sood A. Performing hypothesis tests on the shape of functional data Computational Statistics and Data Analysis. 50: 1774-1792. DOI: 10.1016/J.Csda.2005.02.010  0.375
2005 Scott SL, James GM, Sugar CA. Hidden Markov models for longitudinal comparisons Journal of the American Statistical Association. 100: 359-369. DOI: 10.1198/016214504000001592  0.339
2005 James GM, Silverman BW. Functional adaptive model estimation Journal of the American Statistical Association. 100: 565-576. DOI: 10.1198/016214504000001556  0.431
2003 James GM, Sugar CA. Clustering for sparsely sampled functional data Journal of the American Statistical Association. 98: 397-408. DOI: 10.1198/016214503000189  0.352
2003 Sugar CA, James GM. Finding the Number of Clusters in a Dataset: An Information-Theoretic Approach Journal of the American Statistical Association. 98: 750-763. DOI: 10.1198/016214503000000666  0.317
2003 James GM. Variance and bias for general loss functions Machine Learning. 51: 115-135. DOI: 10.1023/A:1022899518027  0.343
2002 James GM. Generalized linear models with functional predictors Journal of the Royal Statistical Society. Series B: Statistical Methodology. 64: 411-432. DOI: 10.1111/1467-9868.00342  0.429
2001 James GM, Hastie TJ. Functional linear discriminant analysis for irregularly sampled curves Journal of the Royal Statistical Society. Series B: Statistical Methodology. 63: 533-550. DOI: 10.1111/1467-9868.00297  0.393
1998 James G, Hastie T. The Error Coding Method and PICTs Journal of Computational and Graphical Statistics. 7: 377-387. DOI: 10.1080/10618600.1998.10474782  0.31
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