Research Areas
Statistical Computing:
My main interests are in computational algorithms for linear and nonlinear
models, optimization algorithms and random number generation. Investigating
methods for accelerating the EM algorithm is a current research problem.
Linear Models: I have been a leading contributor to the literature
in the area of analysis of nonreplicated experiments over the last 15 years.
Main work has been in testing for partial additivity in two-way tables and
extensions of the multiplicative models to multi-way structures. I have
also done some work on testing for outliers in regression models.
Educational Graphics: Several of my students and I have used modern
computational environments to develop graphical tools useful for data analysis
and teaching. We primarily relied on Lisp-Stat for developing software for
these purposes. I am currently working on making these work as Java applets
on the Web.
Selected PublicationsIversen, Philip W. and Marasinghe, Mervyn G. (1997). "Teaching Experimental Design and Analysis Concepts Using Dynamic Graphics,"The American Statistician. 55, 341-351
Marasinghe, Mervyn G., Meeker, William Q., Cook, Dianne and Shin, Tae-Sung (1996). "Using Graphics and Simulation to Teach Statistical Concepts," The American Statistician. 50, 342-351.
Marasinghe, M. G. and Boik, R. J. (1993) "A Three-degree of Freedom Test of Additivity in Three-Way Classifications,"Computational Statistics and Data Analysis, 16, 47--61.
Marasinghe, M. G.(1985) "A Multistage Procedure for Detecting Several Outliers in Linear Regression,'' Technometrics, 27, 395--399Marasinghe, M. G. and Johnson, D. E. (1983) "A Test of Incomplete Additivity in the Multiplicative Interaction Model," Journal of the American Statistical Association, 77, 869-877.
Selected Work-in-Progress
Shin, Tae-Sung and Marasinghe, Mervyn G. "Development
of Efficient Maximum Likelihood Algorithms" under
preparation.
Guo, Y, Marasinghe, Mervyn G., and Palmer, Reid G. (2004). "Evaluation
of Chinese Soybean Germplasm to Improve Soybean Production and Utilization,"
being revised for pulication in Crop Science.
Marasinghe, Mervyn G and Cifuentes, Julio, C.A.(2004). "New Cojugate Gradient
Acceleration Method for the EM Algorithm" , under preparation.
Book Reviews