Work in progress:
- Max Sommerfeld, Steve Sain and Armin
"Asymptotic Confidence Regions for Spatial Excursion Sets", (in
- Lei Qin, Kisha McCall, Jeffrey Yap and Armin
"Statistical Detection of Voxelwise Changes in Positron Emission
Tomography Brain Images",
Publications (methodological journals):
- Sungkyu Jung and Armin Schwartzman,
"Scaling-Rotation Distance and Interpolation of Symmetric Positive
Definite Matrices", (in preparation).
- Dan Cheng and Armin Schwartzman,
"Multiple Testing of Local Maxima for Detection of Peaks in N
- Joseph Usset, Arnab
Maity, Ana-Maria Staicu and Armin Schwartzman,
"Smooth Change Point Estimation for Spatial Image Intensity Profiles",
- Benoit Scherrer, Armin Schwartzman,
Maxime Taquet, Mustafa Sahin, Sanjay P. Prabhu, Simon K.
Warfield, "Characterizing the white-matter microstructure by assessment
DIstribution of Anisotropic MicrO-structural eNvironments with
Diffusion-weighted imaging (DIAMOND)", (in review).
- Armin Schwartzman,
"Log-Normal Distributions and Geometric Averages of Positive Definite
Annals of Applied Statistics (in
- David Azriel and Armin
"The distribution of a large number of correlated normal variables",
Journal of the American Statistical Association
- Dan Cheng and Armin
"Distribution of the height of local maxima of Gaussian random fields",
- Nezamoddin N.-Kachouie, Xihong Lin and Armin
"Multi-Scale Multiple Testing for Detection of Nonzero Regions in
1D", (in review).
- Leif Ellingson, David Groisser,
Victor Patrangenaru and Armin Schwartzman,
"Nonparametric Two-Sample Testing on Spaces of Positive Definite
Matrices with an Application to Diffusion Tensor Imaging Data",
Publications (scientific journals - major involvement):
- Mengye Guo, Jeffrey Yap, Annick D.
Abbeele, Nancy U. Lin and Armin Schwartzman,
"Voxelwise Analysis of Imaging Response to Therapy in Neuro-oncology",
Stat Vol. 3, No. 1, pp. 172-186, 2014.
- Wenguang Sun, Brian Reich, Tony
Cai, Michele Guindani and Armin Schwartzman,
Discovery Control in Large-Scale Spatial Multiple Testing",
Journal of the Royal Statistical Society, Series B
Daniel Osborne, Vic Patrangenaru,
Leif Ellingson, David Groisser, Armin Schwartzman,
"Nonparametric two-sample tests on homogeneous Riemannian manifolds,
Cholesky decompositions and Diffusion Tensor Image analysis", Journal
of Multivariate Analysis, Vol. 119, pp. 163-175, May 2013.
Schwartzman, Andrew Jaffe, Yulia Gavrilov and Clifford
E. Meyer, "Multiple Testing of Local Maxima for Detection of Peaks in
ChIP-Seq Data", Annals of Applied Statistics,
Vol. 7, No. 1, pp. 471-494, March 2013.
N.-Kachouie, Peter Huybers and Armin Schwartzman,
"Localization of Mountain Glacier Termini in Landsat Multi-Spectral
Images", Pattern Recognition Letters, Vol. 34,
No. 1, pp. 94-106, January 2013.
"Comment: FDP vs. FDR and the Effect of Conditioning", Journal
of the American Statistical Association, Vol. 107, No. 499,
pp. 1039-1041, September 2012.
Schwartzman, Yulia Gavrilov and Robert Adler,
"Multiple Testing of Local Maxima for Detection of Peaks in 1D",
Annals of Statistics, Vol. 39, No. 6,
pp. 3290-3319, December 2011.
Schwartzman and Xihong Lin,
"The effect of correlation in FDR estimation",
Biometrika, Vol. 98, No. 1, pp. 199-214,
February 2011. [abstract]
Schwartzman, "Comment on 'Correlated z-values and and
the accuracy of large-scale statistical estimates' by Bradley Efron", Journal
of the American Statistical Association, Volume 105, Number
491, pp. 1059-1063, September 2010.
Schwartzman, Robert F. Dougherty, Jonathan E. Taylor,
"Group Comparison of Eigenvalues and Eigenvectors of Diffusion
Tensors", Journal of the American Statistical Association,
Vol. 105, No. 490, pp. 588-599,
Schwartzman, Walter Mascarenhas and Jonathan Taylor,
"Inference for Eigenvalues and Eigenvectors of Gaussian Symmetric
Annals of Statistics, Vol. 36, No. 6,
pp. 2886-2919, December 2008.
"Empirical Null and False Discovery Rate Inference for Exponential
Annals of Applied Statistics, Vol. 2,
pp. 1332-1359, December 2008.
Schwartzman, Robert F. Dougherty and Jonathan E. Taylor,
"False Discovery Rate Analysis of Brain Diffusion Direction Maps",
Annals of Applied Statistics, Volume 2,
Number 1, pp. 153-175, March 2008.
Schwartzman, "Comment on 'Statistical Analysis of
Diffusion Tensors in Diffusion-Weighted Magnetic Resonance Imaging
Data' by Hongtu Zhu, Heping Zhang, Joseph G. Ibrahim and Bradley S.
Journal of the American Statistical Association,
Volume 102, Number 480, pp. 1102-1102, December 2007.
Publications (scientific journals - minor involvement):
- Nezamoddin N.-Kachouie,Travis
Gerke, James Winter,
Peter Huybers and Armin Schwartzman,
"Nonparametric Regression for Estimation of Spatial and Temporal
Mountain Glacier Retreat from Satellite Images",
IEEE Transactions on Geosciences and Remote Sensing
N.-Kachouie and Armin Schwartzman,
"Non-Parametric Estimation of a Single Inflection Point in Noisy
Observed Signal", Journal of Electrical and Electronic
Systems, Vol. 2,
No. 2, September 2013.
Naylor, Duygu Tosun,
Norbert Schuff, Michael Weiner and Armin Schwartzman,
"Voxelwise multivariate analysis of multimodality imaging",
Human Brain Mapping, published online,
13 February 2013.
T. Reiss, Armin Schwartzman, Fiehan Lu,
Lei Huang, Erika Proal,
"Paradoxical results of adaptive false discovery rate procedures in
neuroimaging studies", Neuroimage, Vol. 63, pp.
1833-1840, July 2012.
Hooker, Matthew Finkelman and Armin Schwartzman,
"Paradoxical Results in Multidimensional Item Response
Theory", Psychometrika, Vol. 74, No. 31, pp.
419-442, September 2009.
Schwartzman, Robert F. Dougherty, Jongho
Lee, Dara Ghahremani and Jonathan E. Taylor,
"Empirical Null and False Discovery Rate Analysis in
Neuroimaging", Neuroimage, Vol. 44, No. 1, pp.
71-82, January 2009.
Laederach, Joseph M. Chan, Armin Schwartzman,
Eric Willgohs and Russ B. Altman,
"Co-planar and Co-axial orientations of RNA bases and helices",
RNA, Vol. 13, No. 5, pp. 643-650, May
Schwartzman, Robert F. Dougherty and Jonathan E. Taylor,
"Cross-subject comparison of principal diffusion direction maps",
Magnetic Resonance in Medicine, Vol. 53,
No. 6, pp. 1423-1431, June 2005.
Schwartzman, Tamir Wolf, Lior Gepstein, Gal Hayam,
Jonathan Lessick, Daniel Reisfeld,
Yitzhak Schwartz, Gideon Uretzky, Shlomo A. Ben-Haim, "Characterisation
of acute myocardial ischaemia in a canine model based on principal
component analysis of unipolar endocardial electrograms", Medical
Engineering and Computing, Vol. 39, No. 5, pp. 571-578,
B. Gordon, Monica E.
Kleinman, David T. Miller, Donna S. Neuberg, Anita Giobbie-Hurder,
Marie Gerhard-Herman, Leslie B. Smoot, Catherine M. Gordon, Robert
Cleveland, Brian D. Snyder, Brian Fligor, W. Robert Bishop, Paul
Statkevitch, Amy Regen, Andrew Sonis, Susan Riley, Christine Ploski,
Annette Correia, Nicolle Quinn, Nicole J. Ulrich, Ara Nazarian, Marilyn
G. Liang, Susanna Y. Huh, Armin Schwartzman,
and Mark W. Kieran
"Clinical trial of a farnesyltransferase inhibitor in children with
Hutchinson-Gilford progeria syndrome",
Proceedings of the National Academy of Science,
Vol. 109, No. 41, pp. 16666-16671, October 2012.
Gerhard-Herman, Leslie B. Smoot, Nicole Wake, Mark W. Kieran, Monica E.
Kleinman, David T. Miller, Armin Schwartzman,
Anita Giobbie-Hurder, Donna S. Neuberg and Leslie B. Gordon,
"Mechanisms of Premature Vascular Aging in Children With
Hutchinson-Gilford Progeria Syndrome",
Hypertension, Vol. 59, pp. 92-97, 2012
Jeremy Wu, Clifford A. Meyer, Sibgat Choudhury, Michail Shipitsin, Reo
Maruyama, Marina Bessarabova, Tatiana Nikolskaya, Saraswati Sukumar, Armin
Schwartzman, Jun S. Liu, Kornelia Polyak and X. Shirley
Liu, "Gene expression profiling of human breast tissue samples using
SAGE-Seq", Genome Research, Vol. 20, No. 12, pp.
1730-1739, November 2010.
M. Rauschecker, Gayle K. Deutsch, Michal Ben-Shachar,
Armin Schwartzman, Lee M. Perry
F. Dougherty,"Reading impairment in a patient with missing
arcuate fasciculus", Neuropsychologia, Vol. 47,
No. 1, pp. 180-194, January 2009.
Harezlak, Michael C. Wu, Mike Wang, Armin Schwartzman,
David C. Christiani, and Xihong Lin,
"Biomarker Discovery for Arsenic Exposure Using Functional Data.
Analysis and Feature Learning of Mass Spectrometry Proteomic
Journal of Proteome Research, Volume 7,
No. 1, pp. 217-224, January 2008.
Lee, Morteza Shahram, Armin Schwartzman,
John M. Pauly,
"A complex data analysis in high-resolution SSFP fMRI",
Magnetic Resonance in Medicine, Vol. 57,
pp. 905-917, May 2007.
- David J.
Anschel, Brian Pike, Sylvia Dolce and Armin Schwartzman,
"Analysis of writing in an epilepsy center population: A prospective
Epilepsy & Behavior, Vol. 9, No.
3, pp. 464-468, November 2006.
- David J.
Anschel, Sylvia Dolce, Armin Schwartzman
and R.S. Fisher,
"A blinded pilot study of artwork in a comprehensive epilepsy center
Epilepsy & Behavior, Vol. 6, No.
2, pp. 196-202, March 2005.
"Random ellipsoids and false discovery rates: statistics for diffusion
tensor imaging data", Ph.D. thesis, Stanford University, June 2006.