Research
Current Research Interests
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- Bioinformatics; Financial Econometrics; Nonparametric Estimation & Hypothesis Testing; ROC Curve & Surface Analysis;
Signal & Biomedical Image Processing;
Time Series Analysis.
Associate Editor
Biometrical Journal
Selected Publications
- 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.
- 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.
- 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.
- 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).
- 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)
- 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.
- 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).
- K.-S. Song:
- Goodness-of-Fit Tests Based on Kullback-Leibler Discrimination
Information.
- IEEE Transactions on Information Theory, 48, 1103-1117, 2002.
- K.-S. Song:
- Renyi Information, Loglikelihood
and an Intrinsic Distribution Measure.
- Journal of Statistical Planning and Inference, 93, 51-69, 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.
- 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.
- K.-S. Song:
- Limit Theorems for Nonparametric Sample Entropy Estimators.
- Statistics and Probability Letters, 49, 9-18, 2000.
- H.G. Muller and K.-S. Song:
- Two-Stage Change-Point Estimators in Smooth Regression Models.
- Statistics and Probability Letters, 34, 323-335, 1997.
- 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.
- 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.
- 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.
- H.G. Muller and K.-S. Song,
- Maximin Estimation of Multidimensional Boundaries.
- Journal of Multivariate Analysis, 50, 265-281, 1994.
- H.G. Muller and K.-S. Song,
- Identity Reproducing Multivariate Nonparametric Regression.
- Journal of Multivariate Analysis, 46, 237-253, 1993.
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