Robert E. Kass, Ph.D. - Publications

Statistics Carnegie Mellon University, Pittsburgh, PA 
Statistical analysis of neural data

71 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
2018 Vinci G, Ventura V, Smith MA, Kass RE. ADJUSTED REGULARIZATION IN LATENT GRAPHICAL MODELS: APPLICATION TO MULTIPLE-NEURON SPIKE COUNT DATA. The Annals of Applied Statistics. 12: 1068-1095. PMID 31772696 DOI: 10.1214/18-Aoas1190  0.43
2018 Chen Y, Xin Q, Ventura V, Kass RE. Stability of point process spiking neuron models. Journal of Computational Neuroscience. PMID 30218225 DOI: 10.1007/S10827-018-0695-7  0.325
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  0.42
2018 Rodu J, Klein N, Brincat SL, Miller EK, Kass RE. Detecting Multivariate Cross-Correlation Between Brain Regions. Journal of Neurophysiology. PMID 29947591 DOI: 10.1152/Jn.00869.2017  0.332
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  0.708
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. Author response: Efficient and accurate extraction of in vivo calcium signals from microendoscopic video data Elife. DOI: 10.7554/Elife.28728.031  0.657
2017 Arai K, Kass RE. Inferring oscillatory modulation in neural spike trains. Plos Computational Biology. 13: e1005596. PMID 28985231 DOI: 10.1371/Journal.Pcbi.1005596  0.368
2017 Wood J, Simon NW, Koerner FS, Kass RE, Moghaddam B. Networks of VTA Neurons Encode Real-Time Information about Uncertain Numbers of Actions Executed to Earn a Reward. Frontiers in Behavioral Neuroscience. 11: 140. PMID 28848408 DOI: 10.3389/Fnbeh.2017.00140  0.359
2017 Zhang Q, Borst JP, Kass RE, Anderson JR. Inter-subject alignment of MEG datasets in a common representational space. Human Brain Mapping. PMID 28643879 DOI: 10.1002/Hbm.23689  0.301
2017 Orellana J, Rodu J, Kass RE. Population Vectors Can Provide Near Optimal Integration of Information. Neural Computation. 1-9. PMID 28599114 DOI: 10.1162/Neco_A_00992  0.305
2017 Suway SB, Orellana J, McMorland AJC, Fraser GW, Liu Z, Velliste M, Chase SM, Kass RE, Schwartz AB. Temporally Segmented Directionality in the Motor Cortex. Cerebral Cortex (New York, N.Y. : 1991). 1-14. PMID 28591803 DOI: 10.1093/Cercor/Bhx133  0.662
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  0.367
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 DOI: 10.5705/Ss.2013.226W  0.721
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  0.611
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  0.62
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  0.395
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. DOI: 10.5705/ss.2013.226w  0.622
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  0.509
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  0.317
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  0.377
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  0.685
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  0.416
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  0.729
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  0.325
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  0.4
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  0.35
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  0.321
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  0.326
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  0.733
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  0.34
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  0.334
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  0.713
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  0.594
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  0.517
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  0.355
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  0.728
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  0.725
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  0.304
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 DOI: 10.18637/Jss.V026.I01  0.318
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  0.726
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  0.353
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  0.558
2007 Vu VQ, Yu B, Kass RE. Coverage-adjusted entropy estimation. Statistics in Medicine. 26: 4039-60. PMID 17567838 DOI: 10.1002/Sim.2942  0.343
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  0.723
2007 Brown EN, Kass RE. Special issue on 'Statistical Analysis of Neuronal Data' Statistics in Medicine. 26: 3827-3829. DOI: 10.1002/Sim.2982  0.35
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  0.359
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  0.398
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  0.375
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  0.702
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  0.403
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  0.432
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  0.719
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  0.321
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  0.34
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  0.406
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  0.371
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  0.419
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  0.731
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  0.353
2001 Kass RE, Ventura V. A spike-train probability model. Neural Computation. 13: 1713-20. PMID 11506667 DOI: 10.1162/08997660152469314  0.405
2001 Dimatteo I, Genovese CR, Kass RE. Bayesian curve-fitting with free-knot splines Biometrika. 88: 1055-1071. DOI: 10.1093/Biomet/88.4.1055  0.337
2000 Wolfinger RD, Kass RE. Nonconjugate Bayesian analysis of variance component models. Biometrics. 56: 768-74. PMID 10985214 DOI: 10.1111/J.0006-341X.2000.00768.X  0.336
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 DOI: 10.1152/Jn.2000.84.3.1369  0.341
2000 Natarajan R, Kass RE. Reference Bayesian Methods for Generalized Linear Mixed Models Journal of the American Statistical Association. 95: 227-237. DOI: 10.1080/01621459.2000.10473916  0.328
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. DOI: 10.1080/01621459.1999.10473878  0.331
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: 10.1080/01621459.1999.10473877  0.302
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. DOI: 10.1080/01621459.1997.10474045  0.307
1997 Albuquerque JS, Biegler LT, Kass RE. Inference in dynamic error-in-variable-measurement problems Aiche Journal. 43: 986-996. DOI: 10.1002/Aic.690430414  0.311
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  0.302
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 DOI: 10.1002/Sim.4780060209  0.323
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  0.314
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