Kai-Sheng Song

Previous Scheduled Teaching

Published Intellectual Contributions

Conference Proceeding

• Song, K. (1998). K.-S. Song: On Compound Exponential Distribution. Proceedings of the 13th international Workshop on Statistical Modeling, 490-493, 1998..
• Song, K. (1998). K.-S. Song: Recent Developments in Population Pharmacokinetic Modeling. Invited Papers of the XIXth International Biometric Conference, 197-204, 1998..

Journal Article

• Song, K. (2022). Yujie Yan and Kai-Sheng Song, "A general optimal approach to Bühlmann credibility theory". Insurance: Mathematics & Economics. 104 (May) 262-282.
• Song, K. (2021). Simultaneous Statistical Modelling of Excess Zeros, Over/underdispersion, and Multimodality with Applications in Hotel Industry. Journal of Applied Statistics. 48 (9) 1603-1627.
• Song, K. (2017). D. Taylor, K.S. Kelly, M.L. Kohut, and K.S. Song, "Is Insomnia a Risk Factor for Decreased In uenza Vaccine Response?", Behavioral Sleep Medicine, 270-287, 2017. Behavioral Sleep Medicine. 15 (4) 270-287.
• Taylor, D.J., Kelly, K.S., Kohut, M., Song, K. (2017). Is Insomnia as a Risk Factor for Decreased Influenza Vaccine Response?. Behavioral Sleep Medicine. 15 (4) 270-287.
• Song, K. (2017). K.-S. Song and R. Kieschnick, "Statistical Analysis of Financial Data with Many Zeros", Invited Focus Article, WIREs Computational Statistics , 9, 1-12, 2017..
• Song, K. (2014). D. Taylor, K.S. Kelly, M.L. Kohut, and K.S. Song, "Insomnia as a Risk Factor for Decreased Antibody Response to the In uenza Vaccine", PSYCHOSOMATIC MEDICINE, 76, A55- A56, 2014..
• Song, K. (2013). Kai-Sheng Song: Asymptotic Relative Efficiency and Exact Variance Stabilizing Transformation for the Generalized Gaussian stribution IEEE Transactions on Information Theory, 59, 4389-4396, 2013..
• Song, K. (2011). K.S. Song and T.H. Li: Asymptotics of Least Squares for Nonlinear Harmonic Regression. Statistics: A Journal of Theoretical and Applied Statistics, 1029-4910, 2010..
• Song, K. (2011). K.S. Song: Max-Min Bernstein Polynomial Estimation of a Discontinuity in Distribution . Nonparametric Statistical Methods and Related Topics: Festschrift in Honor of Professor P.K. Bhattacharya on the Occasion of his 80th Birthday, Jiang, J., Roussas, G.G. and Samaniego, F.J., Eds., World Scientific..
• Song, K. (2009). T.-H. Li and K.-S. Song: Estimation of the Parameters of Sinusoidal Signals in Non-Gaussian Noise. IEEE Transactions on Signal Processing, 57, 62-72, 2009..
• Song, K. (2008). K.-S. Song: Globally Convergent Algorithms for Estimating Generalized Gamma Distributions in Fast Signal and Image Processing. IEEE Transactions on Image Processing, 17, 1233-1250,2008.
• Song, K. (2008). T.-H. Li and K.-S. Song: On Asymptotic Normality of Nonlinear Least Squares for Sinusoidal Parameter Estimation. IEEE Transactions on Signal Processing, 56, 4511-4515, 2008..
• Song, K. (2007). K.-S. Song: Fast and Globally Convergent Statistical Algorithms for Biomedical Imaging. Book of Short Papers of the Fifth S. Co. Conference on Complex Models and Computational Intensive Methods for Estimation and Prediction, 469-474, 2007..
• Song, K. (2007). T.-H. Li and K.-S. Song: Estimation of the Frequency of Sinusoidal Signals in Laplace Noise. Proceedings of The IEEE International Symposium on Information Theory (ISIT), 1786-1790, 2007..
• Song, K. (2006). K.-S. Song and T.-H. Li: On Convergence and Bias Correction of a Joint Estimation Algorithm for Multiple Sinusoidal Frequencies. The Journal of the American Statistical Association, Vol. 101, No. 474, 830-842 (2006)..
• Song, K. (2006). K.-S. Song: A Globally Convergent and Consistent Method for Estimating the Shape Parameter of a Generalized Gaussian Distribution. IEEE Transactions on Information Theory, 52, 510-527 (2006).
• Song, K. (2006). T.-H. Li and K.-S. Song: A Joint Estimation Algorithm for Multiple Sinusoidal Frequencies. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}, 3, III-508-III-511, 2006..
• Song, K. (2005). K.-S. Song: Blind Efficient Scores Detection and Decoding of Multi-bit Watermarks. Proceedings of the SPIE Conference on ``Mathematics of Data/Image Coding, Compression, and Encryption VIII, with Applications, 5915, 591507, 1-10, 2005..
• Song, K. (2003). M. Hollander, G. Laird and K.-S. Song: Nonparametric Inference for the Proportionality Function in the Random Censorship Model. Journal of Nonparametric Statistics, 15, 151-169, 2003..
• Song, K. (2002). H. Xiao, C. Campbell and K.-S. Song: A Trend Analysis of Organ Transplantation among Racial or Ethnic Groups. Journal of National Medical Association, 94, 15-20, 2002..
• Song, K. (2002). J. Salzman, J.B. Ruhl and K.-S. Song: Regulatory Traffic Jams. Wyoming Law Review, 2, 253-289, 2002.
• Song, K. (2002). J.B. Ruhl, J. Salzman, K.-S Song and H. Yu: Environmental Compliance: Another Integrity Crisis or Too Many Rules? Natural Resources & Environment , 17, 24-29, 2002..
• Song, K. (2002). K.-S. Song: Goodness-of-Fit Tests Based on Kullback-Leibler Discrimination Information. IEEE Transactions on Information Theory, 48, 1103-1117, 2002..
• Song, K. (2002). T.-H. Li and K.-S. Song: Asymptotic Analysis of a Fast Algorithm for Efficient Multiple Frequency Estimation. IEEE Transactions on Information Theory , 48, 2709-2720 , 2002..
• Song, K. (2001). K.-S. Song: Renyi Information, Loglikelihood and an Intrinsic Distribution Measure. Journal of Statistical Planning and Inference, 93, 51-69, 2001..
• Song, K. (2001). M. Hollander, G. Laird and K.-S. Song: Maximum Likelihood Estimation in the Proportional Hazards Model of Random Censorship. Statistics, 35, 245-258, 2001..
• Song, K. (2000). K.-S. Song and T.-H. Li: A Statistically and Computationally Efficient Method for Frequency Estimation. Stochastic Processes and Their Applications, 86, 29-47, 2000..
• Song, K. (2000). K.-S. Song: Limit Theorems for Nonparametric Sample Entropy Estimators. Statistics and Probability Letters, 49, 9-18, 2000..
• Song, K. (1997). H.G. Muller and K.-S. Song: Two-Stage Change-Point Estimators in Smooth Regression Models. Statistics and Probability Letters, 34, 323-335, 1997..
• Song, K. (1996). H.G. Muller and K.-S. Song: A Set-Indexed Process in a Two-Region Image. Stochastic Processes and Their Applications, 62, 87-101, 1996..
• Song, K. (1995). H. Rubin and K.-S. Song: Exact Computation of the Asymptotic Efficiency of Maximum Likelihood Estimators of Discontinuous Signal in a Gaussian White Noise. The Annals of Statistics, 23, 732-739, 1995..
• Song, K. (1995). K.-S. Song, H.G. Muller, A.J. Clifford, H.C. Furr, and J.A. Olson: Estimating Derivatives of Pharmacokinetic Response Curves with Varying Bandwidths. Biometrics, 51, 12-20, 1995..
• Song, K. (1994). H.G. Muller and K.-S. Song: Cube Splitting in Multidimensional Edge Estimation. Change-point Problems, IMS Lecture Notes-Monograph Series, 23, 210-223, 1994..
• Song, K. (1994). H.G. Muller and K.-S. Song: Maximin Estimation of Multidimensional Boundaries. Journal of Multivariate Analysis, 50, 265-281, 1994..
• Song, K. (1993). H.G. Muller and K.-S. Song: Identity Reproducing Multivariate Nonparametric Regression. Journal of Multivariate Analysis, 46, 237-253, 1993..
• Song, K. (1985). R. Z. Chen, H. Gao, and K.-S. Song: Existence and Uniqueness of Regular Solutions of a Nonstationary Population Evolution Equation with a Migration Term. Journal of Northeast Normal University, 3, 1-6, 1985..

Contracts, Grants and Sponsored Research

Grant - Research

• Song, K. (Supporting), "Is Insomnia a Risk Factor for Decreased In uenza (e.g. H1N1) Vaccine Response?," sponsored by NIAID, NIH, Federal, $442838 Funded. (2011 - 2014).