Main Research Interests:

Statistical Methodology, Theoretical and Applied Statistics, Nonparametric statistical inference, Limit distribution theory and asymptotic efficiencies of test procedures, Directional data analysis, Goodness of fit tests.

Click here for Research Publications


"Essential Statistics with Python and R"
(2019), , .


"Topics in Circular Statistics"
(2001), (with A. SenGupta), World Scientific Press, Singapore.
"Linear Models, An Integrated Approach"
(2003), (with D. Sengupta), World Scientific Press, Singapore.  


Statistics & Applied Probability
University of California
Santa Barbara, California 93106-3110
(805) 893-2129