Robert E. Kass, Ph.D. - Publications

Affiliations: 
Statistics Carnegie Mellon University, Pittsburgh, PA 
Area:
Statistical analysis of neural data
Website:
http://lib.stat.cmu.edu/~kass/

95 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
2019 Yang Y, Tarr MJ, Kass RE, Aminoff EM. Exploring spatiotemporal neural dynamics of the human visual cortex. Human Brain Mapping. PMID 31231899 DOI: 10.1002/hbm.24697  0.52
2018 Vinci G, Ventura V, Smith MA, Kass RE. Adjusted regularization of cortical covariance. Journal of Computational Neuroscience. PMID 30191352 DOI: 10.1007/s10827-018-0692-x  0.44
2018 Zhou P, Resendez SL, Rodriguez-Romaguera J, Jimenez JC, Neufeld SQ, Giovannucci A, Friedrich J, Pnevmatikakis EA, Stuber GD, Hen R, Kheirbek MA, Sabatini BL, Kass RE, Paninski L. Efficient and accurate extraction ofcalcium signals from microendoscopic video data. Elife. 7. PMID 29469809 DOI: 10.7554/eLife.28728  0.44
2017 Yang Y, Xu Y, Jew CA, Pyles JA, Kass RE, Tarr MJ. Exploring the spatio-temporal neural basis of face learning. Journal of Vision. 17: 1. PMID 28570739 DOI: 10.1167/17.6.1  0.76
2016 Yang Y, Tarr MJ, Kass RE. Estimating Learning Effects: A Short-Time Fourier Transform Regression Model for MEG Source Localization. Machine Learning and Interpretation in Neuroimaging : 4th International Workshop, Mlini 2014, Held At Nips 2014, Montreal, Qc, Canada, December 13, 2014, Revised Selected Papers. Mlini (Workshop) (4th : 2014 : Montreal, Quebec). 9444: 69-82. PMID 30246177 DOI: 10.1007/978-3-319-45174-9_8  0.52
2016 Vinci G, Ventura V, Smith MA, Kass RE. Separating Spike Count Correlation from Firing Rate Correlation. Neural Computation. 1-33. PMID 26942746 DOI: 10.1162/NECO_a_00831  1
2015 Castellanos L, Vu VQ, Perel S, Schwartz AB, Kass RE. A MULTIVARIATE GAUSSIAN PROCESS FACTOR MODEL FOR HAND SHAPE DURING REACH-TO-GRASP MOVEMENTS. Statistica Sinica. 25: 5-24. PMID 28713207  1
2015 Scott JG, Kelly RC, Smith MA, Zhou P, Kass RE. False discovery rate regression: an application to neural synchrony detection in primary visual cortex. Journal of the American Statistical Association. 110: 459-471. PMID 26855459 DOI: 10.1080/01621459.2014.990973  0.72
2015 Zhou P, Burton SD, Snyder AC, Smith MA, Urban NN, Kass RE. Establishing a Statistical Link between Network Oscillations and Neural Synchrony. Plos Computational Biology. 11: e1004549. PMID 26465621 DOI: 10.1371/journal.pcbi.1004549  1
2015 Wang W, Tripathy SJ, Padmanabhan K, Urban NN, Kass RE. An Empirical Model for Reliable Spiking Activity. Neural Computation. 27: 1609-23. PMID 26079749 DOI: 10.1162/NECO_a_00754  1
2015 Scott JG, Kelly RC, Smith MA, Zhou P, Kass RE. False Discovery Rate Regression: An Application to Neural Synchrony Detection in Primary Visual Cortex Journal of the American Statistical Association. 110: 459-471. DOI: 10.1080/01621459.2014.990973  1
2013 Xu Y, D'Lauro C, Pyles JA, Kass RE, Tarr MJ. Fine-grained temporal coding of visually-similar categories in the ventral visual pathway and prefrontal cortex. Frontiers in Psychology. 4: 684. PMID 24146656 DOI: 10.3389/fpsyg.2013.00684  0.76
2013 Koyama S, Omi T, Kass RE, Shinomoto S. Information transmission using non-poisson regular firing. Neural Computation. 25: 854-76. PMID 23339613 DOI: 10.1162/NECO_a_00420  1
2013 Perez O, Kass RE, Merchant H. Trial time warping to discriminate stimulus-related from movement-related neural activity. Journal of Neuroscience Methods. 212: 203-10. PMID 23147009 DOI: 10.1016/j.jneumeth.2012.10.019  1
2012 Zhang Y, Schwartz AB, Chase SM, Kass RE. Bayesian learning in assisted brain-computer interface tasks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2740-3. PMID 23366492 DOI: 10.1109/EMBC.2012.6346531  1
2012 Kelly RC, Kass RE. A framework for evaluating pairwise and multiway synchrony among stimulus-driven neurons. Neural Computation. 24: 2007-32. PMID 22509967 DOI: 10.1162/NECO_a_00307  1
2012 Chase SM, Kass RE, Schwartz AB. Behavioral and neural correlates of visuomotor adaptation observed through a brain-computer interface in primary motor cortex. Journal of Neurophysiology. 108: 624-44. PMID 22496532 DOI: 10.1152/jn.00371.2011  1
2011 Kass RE. Statistical Inference: The Big Picture. Statistical Science : a Review Journal of the Institute of Mathematical Statistics. 26: 1-9. PMID 21841892 DOI: 10.1214/10-STS337  1
2011 Kass RE, Kelly RC, Loh WL. ASSESSMENT OF SYNCHRONY IN MULTIPLE NEURAL SPIKE TRAINS USING LOGLINEAR POINT PROCESS MODELS. The Annals of Applied Statistics. 5: 1262-1292. PMID 21837263 DOI: 10.1214/10-AOAS429  1
2011 Xu Y, Sudre GP, Wang W, Weber DJ, Kass RE. Characterizing global statistical significance of spatiotemporal hot spots in magnetoencephalography/ electroencephalography source space via excursion algorithms. Statistics in Medicine. 30: 2854-66. PMID 21786281 DOI: 10.1002/sim.4309  1
2010 Kelly RC, Kass RE, Smith MA, Lee TS. Accounting for network effects in neuronal responses using L1 regularized point process models. Advances in Neural Information Processing Systems. 23: 1099-1107. PMID 22162918  1
2010 Koyama S, Pérez-Bolde LC, Shalizi CR, Kass RE. Approximate Methods for State-Space Models. Journal of the American Statistical Association. 105: 170-180. PMID 21753862 DOI: 10.1198/jasa.2009.tm08326  1
2010 Kass RE. Comment: How Should Indirect Evidence Be Used? Statistical Science : a Review Journal of the Institute of Mathematical Statistics. 25: 166-169. PMID 21709739 DOI: 10.1214/10-STS308C  1
2010 Gerkin RC, Clem RL, Shruti S, Kass RE, Barth AL. Cortical up state activity is enhanced after seizures: a quantitative analysis. Journal of Clinical Neurophysiology : Official Publication of the American Electroencephalographic Society. 27: 425-32. PMID 21127407 DOI: 10.1097/WNP.0b013e3181fdf8bd  1
2010 Cole MW, Bagic A, Kass R, Schneider W. Prefrontal dynamics underlying rapid instructed task learning reverse with practice. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 30: 14245-54. PMID 20962245 DOI: 10.1523/JNEUROSCI.1662-10.2010  1
2010 Chase SM, Schwartz AB, Kass RE. Latent inputs improve estimates of neural encoding in motor cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 30: 13873-82. PMID 20943928 DOI: 10.1523/JNEUROSCI.2325-10.2010  1
2010 Wang W, Sudre GP, Xu Y, Kass RE, Collinger JL, Degenhart AD, Bagic AI, Weber DJ. Decoding and cortical source localization for intended movement direction with MEG. Journal of Neurophysiology. 104: 2451-61. PMID 20739599 DOI: 10.1152/jn.00239.2010  1
2010 Kass RE. Guest editorial: analysis of neural data. Journal of Computational Neuroscience. 29: 1-2. PMID 20490644 DOI: 10.1007/s10827-010-0243-6  1
2010 Kelly RC, Smith MA, Kass RE, Lee TS. Local field potentials indicate network state and account for neuronal response variability. Journal of Computational Neuroscience. 29: 567-79. PMID 20094906 DOI: 10.1007/s10827-009-0208-9  1
2010 Koyama S, Chase SM, Whitford AS, Velliste M, Schwartz AB, Kass RE. Comparison of brain-computer interface decoding algorithms in open-loop and closed-loop control. Journal of Computational Neuroscience. 29: 73-87. PMID 19904595 DOI: 10.1007/s10827-009-0196-9  1
2010 Tokdar S, Xi P, Kelly RC, Kass RE. Detection of bursts in extracellular spike trains using hidden semi-Markov point process models. Journal of Computational Neuroscience. 29: 203-12. PMID 19697116 DOI: 10.1007/s10827-009-0182-2  1
2010 Paninski L, Brown EN, Iyengar S, Kass RE. Statistical Models of Spike Trains Stochastic Methods in Neuroscience. DOI: 10.1093/acprof:oso/9780199235070.003.0010  1
2010 Koyama S, Eden UT, Brown EN, Kass RE. Bayesian decoding of neural spike trains Annals of the Institute of Statistical Mathematics. 62: 37-59. DOI: 10.1007/s10463-009-0249-x  1
2010 Sudre G, Xu Y, Kass R, Weber DJ, Wang W. Cluster-based algorithm for ROI analysis and cognitive state decoding using single-trial source MEG data Ifmbe Proceedings. 28: 187-190. DOI: 10.1007/978-3-642-12197-5_41  1
2010 Tokdar ST, Kass RE. Importance sampling: A review Wiley Interdisciplinary Reviews: Computational Statistics. 2: 54-60. DOI: 10.1002/wics.56  1
2009 Chase SM, Schwartz AB, Kass RE. Bias, optimal linear estimation, and the differences between open-loop simulation and closed-loop performance of spiking-based brain-computer interface algorithms. Neural Networks : the Official Journal of the International Neural Network Society. 22: 1203-13. PMID 19502004 DOI: 10.1016/j.neunet.2009.05.005  1
2009 Behseta S, Berdyyeva T, Olson CR, Kass RE. Bayesian correction for attenuation of correlation in multi-trial spike count data. Journal of Neurophysiology. 101: 2186-93. PMID 19129297 DOI: 10.1152/jn.90727.2008  1
2009 Vu VQ, Yu B, Kass RE. Information in the nonstationary case. Neural Computation. 21: 688-703. PMID 18928371 DOI: 10.1162/neco.2008.01-08-700  1
2009 Kass R. Comment: The importance of Jeffreys's legacy Statistical Science. 24: 179-182. DOI: 10.1214/09-STS284A  1
2009 Brown EN, Kass RE. Rejoinder American Statistician. 63: 122-123. DOI: 10.1198/tast.2009.0025  1
2009 Brown EN, Kass RE. Special section: statistical training and curricular revision what is statistics? American Statistician. 63: 105-110. DOI: 10.1198/tast.2009.0019  1
2009 Vu VQ, Yu B, Kass RE. Some statistical issues in estimating information in neural spike trains Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3509-3512. DOI: 10.1109/ICASSP.2009.4960382  1
2008 Wallstrom G, Liebner J, Kass RE. An Implementation of Bayesian Adaptive Regression Splines (BARS) in C with S and R Wrappers. Journal of Statistical Software. 26: 1-21. PMID 19777145  1
2008 Jarosiewicz B, Chase SM, Fraser GW, Velliste M, Kass RE, Schwartz AB. Functional network reorganization during learning in a brain-computer interface paradigm. Proceedings of the National Academy of Sciences of the United States of America. 105: 19486-91. PMID 19047633 DOI: 10.1073/pnas.0808113105  1
2008 Koyama S, Kass RE. Spike train probability models for stimulus-driven leaky integrate-and-fire neurons. Neural Computation. 20: 1776-95. PMID 18336078 DOI: 10.1162/neco.2008.06-07-540  1
2007 Brockwell AE, Kass RE, Schwartz AB. Statistical Signal Processing and the Motor Cortex. Proceedings of the Ieee. Institute of Electrical and Electronics Engineers. 95: 881-898. PMID 21765538 DOI: 10.1109/JPROC.2007.894703  1
2007 Vu VQ, Yu B, Kass RE. Coverage-adjusted entropy estimation. Statistics in Medicine. 26: 4039-60. PMID 17567838 DOI: 10.1002/sim.2942  1
2007 Behseta S, Kass RE, Moorman DE, Olson CR. Testing equality of several functions: analysis of single-unit firing-rate curves across multiple experimental conditions. Statistics in Medicine. 26: 3958-75. PMID 17551922 DOI: 10.1002/sim.2940  1
2007 Brown EN, Kass RE. Special issue on 'Statistical Analysis of Neuronal Data' Statistics in Medicine. 26: 3827-3829. DOI: 10.1002/sim.2982  1
2006 Kass RE, Ventura V. Spike count correlation increases with length of time interval in the presence of trial-to-trial variation. Neural Computation. 18: 2583-91. PMID 16999571 DOI: 10.1162/neco.2006.18.11.2583  1
2006 Kass RE, Natarajan R. A default conjugate prior for variance components in generalized linear mixed models (Comment on Article by Browne and Draper) Bayesian Analysis. 1: 535-542. DOI: 10.1214/06-BA117B  1
2006 Kass RE. Kinds of Bayesians (Comment on articles by Berger and by Goldstein) Bayesian Analysis. 1: 437-440. DOI: 10.1214/06-BA116E  1
2005 Ventura V, Cai C, Kass RE. Statistical assessment of time-varying dependency between two neurons. Journal of Neurophysiology. 94: 2940-7. PMID 16160097 DOI: 10.1152/jn.00645.2004  1
2005 Ventura V, Cai C, Kass RE. Trial-to-trial variability and its effect on time-varying dependency between two neurons. Journal of Neurophysiology. 94: 2928-39. PMID 16160096 DOI: 10.1152/jn.00644.2004  1
2005 Behseta S, Kass RE. Testing equality of two functions using BARS. Statistics in Medicine. 24: 3523-34. PMID 16059872 DOI: 10.1002/sim.2195  1
2005 Kass RE, Ventura V, Brown EN. Statistical issues in the analysis of neuronal data. Journal of Neurophysiology. 94: 8-25. PMID 15985692 DOI: 10.1152/jn.00648.2004  1
2005 Kaufman CG, Ventura V, Kass RE. Spline-based non-parametric regression for periodic functions and its application to directional tuning of neurons. Statistics in Medicine. 24: 2255-65. PMID 15887309 DOI: 10.1002/sim.2104  1
2005 Hsiao CK, Lee MH, Kass RE. Bayesian tests of extra-Binomial variability. Statistics in Medicine. 24: 49-64. PMID 15515138 DOI: 10.1002/sim.1739  1
2005 Behseta S, Kass RE, Wallstrom GL. Hierarchical models for assessing variability among functions Biometrika. 92: 419-434. DOI: 10.1093/biomet/92.2.419  1
2004 Wallstrom GL, Kass RE, Miller A, Cohn JF, Fox NA. Automatic correction of ocular artifacts in the EEG: a comparison of regression-based and component-based methods. International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology. 53: 105-19. PMID 15210288 DOI: 10.1016/j.ijpsycho.2004.03.007  1
2004 Brown EN, Kass RE, Mitra PP. Multiple neural spike train data analysis: state-of-the-art and future challenges. Nature Neuroscience. 7: 456-61. PMID 15114358 DOI: 10.1038/nn1228  1
2004 Brockwell AE, Rojas AL, Kass RE. Recursive bayesian decoding of motor cortical signals by particle filtering. Journal of Neurophysiology. 91: 1899-907. PMID 15010499 DOI: 10.1152/jn.00438.2003  1
2003 Kass RE, Ventura V, Cai C. Statistical smoothing of neuronal data. Network (Bristol, England). 14: 5-15. PMID 12613549 DOI: 10.1088/0954-898X/14/1/301  1
2003 Vos PW, Kass RE. Letter to the editor Australian and New Zealand Journal of Statistics. 45: 251-252.  1
2002 Ventura V, Carta R, Kass RE, Gettner SN, Olson CR. Statistical analysis of temporal evolution in single-neuron firing rates. Biostatistics (Oxford, England). 3: 1-20. PMID 12933620 DOI: 10.1093/biostatistics/3.1.1  0.48
2002 Evans JL, Viele K, Kass RE, Tang F. Grammatical morphology and perception of synthetic and natural speech in children with specific language impairments. Journal of Speech, Language, and Hearing Research : Jslhr. 45: 494-504. PMID 12069002  1
2002 Behrmann M, Ghiselli-Crippa T, Sweeney JA, Di Matteo I, Kass R. Mechanisms underlying spatial representation revealed through studies of hemispatial neglect. Journal of Cognitive Neuroscience. 14: 272-90. PMID 11970791 DOI: 10.1162/089892902317236894  1
2002 Brown EN, Barbieri R, Ventura V, Kass RE, Frank LM. The time-rescaling theorem and its application to neural spike train data analysis. Neural Computation. 14: 325-46. PMID 11802915 DOI: 10.1162/08997660252741149  1
2001 Daniels MJ, Kass RE. Shrinkage estimators for covariance matrices. Biometrics. 57: 1173-84. PMID 11764258  1
2001 Kass RE, Ventura V. A spike-train probability model. Neural Computation. 13: 1713-20. PMID 11506667 DOI: 10.1162/08997660152469314  1
2001 Dimatteo I, Genovese CR, Kass RE. Bayesian curve-fitting with free-knot splines Biometrika. 88: 1055-1071.  1
2000 Wolfinger RD, Kass RE. Nonconjugate Bayesian analysis of variance component models. Biometrics. 56: 768-74. PMID 10985214  1
2000 Olson CR, Gettner SN, Ventura V, Carta R, Kass RE. Neuronal activity in macaque supplementary eye field during planning of saccades in response to pattern and spatial cues. Journal of Neurophysiology. 84: 1369-84. PMID 10980010  1
2000 Natarajan R, Kass RE. Reference Bayesian Methods for Generalized Linear Mixed Models Journal of the American Statistical Association. 95: 227-237.  1
1999 Pauler DK, Wakefield JC, Kass RE. Bayes Factors and Approximations for Variance Component Models Journal of the American Statistical Association. 94: 1242-1253. DOI: 10.1080/01621459.1995.10476572  1
1999 Daniels MJ, Kass RE. Nonconjugate Bayesian Estimation of Covariance Matrices and Its Use in Hierarchical Models Journal of the American Statistical Association. 94: 1254-1263.  1
1999 Gitelman AI, Risbey JS, Kass RE, Rosen RD. Sensitivity of a meridional temperature gradient index to latitudinal domain Journal of Geophysical Research Atmospheres. 104: 16709-16717.  1
1998 Kass RE, Carlin BP, Gelman A, Neal RM. Markov Chain Monte Carlo in Practice: A Roundtable Discussion American Statistician. 52: 93-100.  1
1997 Evans JL, Viele K, Kass RE. Response latency and verbal complexity: stochastic models of individual differences in children with specific language impairments. Journal of Speech, Language, and Hearing Research : Jslhr. 40: 754-64. PMID 9263941  1
1997 Gitelman AI, Risbey JS, Kass RE, Rosen RD. Trends in the surface meridional temperature gradient Geophysical Research Letters. 24: 1243-1246.  1
1997 Genz A, Kass RE. Subregion-adaptive integration of functions having a dominant peak Journal of Computational and Graphical Statistics. 6: 92-111.  1
1997 Diciccio TJ, Kass RE, Raftery A, Wasserman L. Computing Bayes factors by combining simulation and asymptotic approximations Journal of the American Statistical Association. 92: 903-915.  1
1997 Albuquerque JS, Biegler LT, Kass RE. Inference in Dynamic Error-in-Variable-Measurement Problems Aiche Journal. 43: 986-996.  1
1996 Arango V, Underwood MD, Pauler DK, Kass RE, Mann JJ. Differential age-related loss of pigmented locus coeruleus neurons in suicides, alcoholics, and alcoholic suicides. Alcoholism, Clinical and Experimental Research. 20: 1141-7. PMID 8904961 DOI: 10.1111/j.1530-0277.1996.tb01102.x  1
1996 Kass RE, Wasserman L. The selection of prior distributions by formal rules Journal of the American Statistical Association. 91: 1343-1370.  1
1995 Kass RE, Wasserman L. A reference Bayesian test for nested hypotheses and its relationship to the schwarz criterion Journal of the American Statistical Association. 90: 928-934. DOI: 10.1080/01621459.1995.10476592  1
1992 Carlin BP, Kass RE, Lerch FJ, Huguenard BR. Predicting working memory failure: A subjective bayesian approach to model selection Journal of the American Statistical Association. 87: 319-327. DOI: 10.1080/01621459.1992.10475211  1
1990 Kass RE. Data-translated likelihood and Jeffreys's rules Biometrika. 77: 107-114. DOI: 10.2307/2336053  1
1989 Kass RE, Tierney L, Kadane JB. Approximate methods for assessing influence and sensitivity in Bayesian analysis Biometrika. 76: 663-674. DOI: 10.1093/biomet/76.4.663  1
1989 Tierney L, Kass RE, Kadane JB. Approximate marginal densities of nonlinear functions Biometrika. 76: 425-433. DOI: 10.1093/biomet/76.3.425  1
1989 Kass RE, Steffey D. Approximate bayesian inference in conditionally independent hierarchical models (Parametric empirical bayes models) Journal of the American Statistical Association. 84: 717-726. DOI: 10.1080/01621459.1989.10478825  1
1989 Tierney L, Kass RE, Kadane JB. Fully exponential laplace approximations to expectations and variances of nonpositive functions Journal of the American Statistical Association. 84: 710-716. DOI: 10.1080/01621459.1989.10478824  1
1988 Fu JC, Kass RE. The exponential rates of convergence of posterior distributions Annals of the Institute of Statistical Mathematics. 40: 683-691. DOI: 10.1007/BF00049426  1
1987 Greenhouse JB, Kass RE, Tsay RS. Fitting nonlinear models with ARMA errors to biological rhythm data. Statistics in Medicine. 6: 167-83. PMID 3589246  1
1984 Fu JC, Kass RE. A note on the interpretation of the Bahadur bound and the rate of convergence of the maximum likelihood estimator Statistics and Probability Letters. 2: 269-273. DOI: 10.1016/0167-7152(84)90063-4  1
Show low-probability matches.