Jonathan E. Taylor - Publications

Affiliations: 
Stanford University, Palo Alto, CA 
Area:
Statistics, Neuroimaging

55 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
2022 Schwartzman A, Dougherty RF, Taylor JE. Group Comparison of Eigenvalues and Eigenvectors of Diffusion Tensors. Journal of the American Statistical Association. 105: 588-599. PMID 35386273 DOI: 10.1198/jasa.2010.ap07291  0.584
2020 Bi N, Markovic J, Xia L, Taylor J. Inferactive data analysis Scandinavian Journal of Statistics. 47: 212-249. DOI: 10.1111/Sjos.12425  0.361
2019 Panigrahi S, Taylor J, Vadlamani S. Kinematic formula for heterogeneous Gaussian related fields Stochastic Processes and Their Applications. 129: 2437-2465. DOI: 10.1016/J.Spa.2018.07.013  0.374
2018 Taylor J, Tibshirani R. Post-Selection Inference for -Penalized Likelihood Models. The Canadian Journal of Statistics = Revue Canadienne De Statistique. 46: 41-61. PMID 30127543 DOI: 10.1002/Cjs.11313  0.342
2018 Tian X, Loftus JR, Taylor JE. Selective inference with unknown variance via the square-root LASSO Biometrika. 105: 755-768. DOI: 10.1093/Biomet/Asy045  0.321
2017 Bobrowski O, Mukherjee S, Taylor JE. Topological consistency via kernel estimation Bernoulli. 23: 288-328. DOI: 10.3150/15-BEJ744  0.349
2017 Krishnan SR, Taylor JE, Adler RJ. The Intrinsic geometry of some random manifolds Electronic Communications in Probability. 22. DOI: 10.1214/16-Ecp4763  0.618
2017 Naul B, Taylor J. Sparse Steinian Covariance Estimation Journal of Computational and Graphical Statistics. 26: 355-366. DOI: 10.1080/10618600.2016.1209117  0.307
2017 Reid S, Taylor J, Tibshirani R. A General Framework for Estimation and Inference From Clusters of Features Journal of the American Statistical Association. 113: 280-293. DOI: 10.1080/01621459.2016.1246368  0.318
2017 Adler RJ, Krishnan SR, Taylor JE, Weinberger S. Convergence of the reach for a sequence of Gaussian-embedded manifolds Probability Theory and Related Fields. 171: 1045-1091. DOI: 10.1007/S00440-017-0801-1  0.606
2016 Wager S, Du W, Taylor J, Tibshirani RJ. High-dimensional regression adjustments in randomized experiments. Proceedings of the National Academy of Sciences of the United States of America. PMID 27791165 DOI: 10.1073/Pnas.1614732113  0.32
2016 Taylor JE, Loftus JR, Tibshirani RJ. Inference in adaptive regression via the Kac–Rice formula Annals of Statistics. 44: 743-770. DOI: 10.1214/15-Aos1386  0.376
2016 Lee JD, Sun DL, Sun Y, Taylor JE. Exact post-selection inference, with application to the lasso Annals of Statistics. 44: 907-927. DOI: 10.1214/15-AOS1371  0.33
2016 Tibshirani RJ, Taylor J, Lockhart R, Tibshirani R. Exact Post-Selection Inference for Sequential Regression Procedures Journal of the American Statistical Association. 111: 600-620. DOI: 10.1080/01621459.2015.1108848  0.358
2015 Taylor J, Tibshirani RJ. Statistical learning and selective inference. Proceedings of the National Academy of Sciences of the United States of America. 112: 7629-34. PMID 26100887 DOI: 10.1073/Pnas.1507583112  0.341
2014 Lockhart R, Taylor J, Tibshirani RJ, Tibshirani R. A SIGNIFICANCE TEST FOR THE LASSO. Annals of Statistics. 42: 413-468. PMID 25574062 DOI: 10.1214/13-Aos1175  0.737
2014 Taylor JE, Worsley KJ. Detecting sparse cone alternatives for Gaussian random fields, with an application to fMRI Statistica Sinica. DOI: 10.5705/Ss.2012.218S  0.42
2014 Allen GI, Grosenick L, Taylor J. A generalized least-square matrix decomposition Journal of the American Statistical Association. 109: 145-159. DOI: 10.1080/01621459.2013.852978  0.763
2013 Grosenick L, Klingenberg B, Katovich K, Knutson B, Taylor JE. Interpretable whole-brain prediction analysis with GraphNet. Neuroimage. 72: 304-21. PMID 23298747 DOI: 10.1016/J.Neuroimage.2012.12.062  0.767
2013 Taylor J. The geometry of least squares in the 21st century Bernoulli. 19: 1449-1464. DOI: 10.3150/12-Bejsp15  0.325
2013 Bien J, Taylor J, Tibshirani R. A lasso for hierarchical interactions Annals of Statistics. 41: 1111-1141. DOI: 10.1214/13-Aos1096  0.341
2013 Adler RJ, Samorodnitsky G, Taylor JE. High level excursion set geometry for non-gaussian infinitely divisible random fields Annals of Probability. 41: 134-169. DOI: 10.1214/11-Aop738  0.597
2013 Taylor JE, Vadlamani S. Random fields and the geometry of wiener space1 Annals of Probability. 41: 2724-2754. DOI: 10.1214/11-AOP730  0.358
2012 Tibshirani R, Bien J, Friedman J, Hastie T, Simon N, Taylor J, Tibshirani RJ. Strong rules for discarding predictors in lasso-type problems. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 74: 245-266. PMID 25506256 DOI: 10.1111/J.1467-9868.2011.01004.X  0.71
2012 Adler RJ, Subag E, Taylor JE. Rotation and scale space random fields and the gaussian kinematic formula Annals of Statistics. 40: 2910-2942. DOI: 10.1214/12-Aos1055  0.654
2012 Tibshirani RJ, Taylor J. Degrees of freedom in lasso problems Annals of Statistics. 40: 1198-1232. DOI: 10.1214/12-Aos1003  0.31
2011 Tibshirani RJ, Price A, Taylor J. A statistician plays darts Journal of the Royal Statistical Society Series a-Statistics in Society. 174: 213-226. DOI: 10.1111/J.1467-985X.2010.00651.X  0.308
2010 Adler RJ, Samorodnitsky G, Taylor JE. Excursion sets of three classes of stable random fields Advances in Applied Probability. 42: 293-318. DOI: 10.1239/Aap/1275055229  0.632
2010 Schwartzman A, Dougherty RF, Taylor JE. Group comparison of eigenvalues and eigenvectors of diffusion tensors Journal of the American Statistical Association. 105: 588-599. DOI: 10.1198/Jasa.2010.Ap07291  0.605
2009 Taylor J, Evans A, Friston K. A tribute to: Keith Worsley--1951-2009. Neuroimage. 46: 891-4. PMID 19374950 DOI: 10.1016/j.neuroimage.2009.04.026  0.42
2009 Thompson PM, Miller MI, Poldrack RA, Nichols TE, Taylor JE, Worsley KJ, Ratnanather JT. Special issue on mathematics in brain imaging. Neuroimage. 45: S1-2. PMID 19027863 DOI: 10.1016/J.Neuroimage.2008.10.033  0.571
2009 Schwartzman A, Dougherty RF, Lee J, Ghahremani D, Taylor JE. Empirical null and false discovery rate analysis in neuroimaging. Neuroimage. 44: 71-82. PMID 18547821 DOI: 10.1016/J.Neuroimage.2008.04.182  0.599
2009 Taylor JE, Adler RJ. Gaussian processes, kinematic formulae and Poincaré’s limit The Annals of Probability. 37: 1459-1482. DOI: 10.1214/08-Aop439  0.623
2009 Worsley K, Taylor J, Carbonell F, Chung M, Duerden E, Bernhardt B, Lyttelton O, Boucher M, Evans A. SurfStat: A Matlab toolbox for the statistical analysis of univariate and multivariate surface and volumetric data using linear mixed effects models and random field theory Neuroimage. 47. DOI: 10.1016/S1053-8119(09)70882-1  0.606
2009 Grosenick L, Klingenberg B, Greer S, Taylor J, Knutson B. Whole-brain Sparse Penalized Discriminant Analysis for Predicting Choice Neuroimage. 47: S58. DOI: 10.1016/S1053-8119(09)70232-0  0.739
2008 Schwartzman A, Dougherty RF, Taylor JE. FALSE DISCOVERY RATE ANALYSIS OF BRAIN DIFFUSION DIRECTION MAPS. The Annals of Applied Statistics. 2: 153-175. PMID 35388313 DOI: 10.1214/07-AOAS133  0.571
2008 Schwartzman A, Mascarenhas WF, Taylor JE. Inference for eigenvalues and eigenvectors of gaussian symmetric matrices Annals of Statistics. 36: 2886-2919. DOI: 10.1214/08-Aos628  0.62
2008 Chamandy N, Worsley KJ, Taylor J, Gosselin F. Tilted Euler characteristic densities for central limit random fields, with application to "bubbles" Annals of Statistics. 36: 2471-2507. DOI: 10.1214/07-Aos549  0.607
2008 Schwartzman A, Dougherty RF, Taylor JE. False discovery rate analysis of brain diffusion direction maps Annals of Applied Statistics. 2: 153-175. DOI: 10.1214/07-Aoas133  0.61
2008 Taylor JE, Worsley KJ. Random fields of multivariate test statistics, with applications to shape analysis Annals of Statistics. 36: 1-27. DOI: 10.1214/009053607000000406  0.643
2007 Taylor JE, Worsley KJ. Detecting sparse signals in random fields, with an application to brain mapping Journal of the American Statistical Association. 102: 913-928. DOI: 10.1198/016214507000000815  0.641
2006 Taylor JE, Worsley KJ. Inference for magnitudes and delays of responses in the FIAC data using BRAINSTAT/FMRISTAT. Human Brain Mapping. 27: 434-41. PMID 16568426 DOI: 10.1002/hbm.20248  0.567
2006 Worsley KJ, Taylor JE. Detecting fMRI activation allowing for unknown latency of the hemodynamic response. Neuroimage. 29: 649-54. PMID 16125978 DOI: 10.1016/j.neuroimage.2005.07.032  0.611
2005 Taylor J, Tibshirani R. A tail strength measure for assessing the overall univariate significance in a dataset. Biostatistics (Oxford, England). 7: 167-81. PMID 16332926 DOI: 10.1093/Biostatistics/Kxj009  0.318
2005 Schwartzman A, Dougherty RF, Taylor JE. Cross-subject comparison of principal diffusion direction maps. Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine / Society of Magnetic Resonance in Medicine. 53: 1423-31. PMID 15906307 DOI: 10.1002/Mrm.20503  0.612
2005 Knutson B, Taylor J, Kaufman M, Peterson R, Glover G. Distributed neural representation of expected value. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 25: 4806-12. PMID 15888656 DOI: 10.1523/Jneurosci.0642-05.2005  0.327
2004 Worsley KJ, Taylor JE, Tomaiuolo F, Lerch J. Unified univariate and multivariate random field theory. Neuroimage. 23: S189-95. PMID 15501088 DOI: 10.1016/J.Neuroimage.2004.07.026  0.617
2004 Storey JD, Taylor JE, Siegmund D. Strong control, conservative point estimation and simultaneous conservative consistency of false discovery rates: a unified approach Journal of the Royal Statistical Society Series B-Statistical Methodology. 66: 187-205. DOI: 10.1111/J.1467-9868.2004.00439.X  0.338
2003 Charil A, Zijdenbos AP, Taylor J, Boelman C, Worsley KJ, Evans AC, Dagher A. Statistical mapping analysis of lesion location and neurological disability in multiple sclerosis: application to 452 patient data sets. Neuroimage. 19: 532-44. PMID 12880785 DOI: 10.1016/S1053-8119(03)00117-4  0.499
2003 Chung MK, Worsley KJ, Robbins S, Paus T, Taylor J, Giedd JN, Rapoport JL, Evans AC. Deformation-based surface morphometry applied to gray matter deformation. Neuroimage. 18: 198-213. PMID 12595176 DOI: 10.1016/S1053-8119(02)00017-4  0.586
2003 Taylor JE, Adler RJ. Euler characteristics for Gaussian fields on manifolds Annals of Probability. 31: 533-563. DOI: 10.1214/Aop/1048516527  0.62
2001 Watkins KE, Paus T, Lerch JP, Zijdenbos A, Collins DL, Neelin P, Taylor J, Worsley KJ, Evans AC. Structural asymmetries in the human brain: a voxel-based statistical analysis of 142 MRI scans. Cerebral Cortex (New York, N.Y. : 1991). 11: 868-77. PMID 11532891 DOI: 10.1093/Cercor/11.9.868  0.565
2001 Taylor J, Worsley KJ, Chung M, Evans AC. Thresholding non-stationary SPMs with an application to cortical surface mapping Neuroimage. 13: 264. DOI: 10.1016/S1053-8119(01)91607-6  0.545
2001 Chung MK, Worsley KJ, Robbins S, Paus T, Taylor J, Giedd JN, Rapoport JL, Evans AC. Statistical analysis of cortical surface area change, with an application to brain growth Neuroimage. 13: 96. DOI: 10.1016/S1053-8119(01)91439-9  0.574
2001 Chung MK, Worsley KJ, Taylor J, Ramsay J, Robbinsf S, Evanst AC. Diffusion smoothing on the cortical surface Neuroimage. 13: 95. DOI: 10.1016/S1053-8119(01)91438-7  0.565
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