Robust Inference, Asymptotic Theory, Minimum Disparity Inference, Blind Source Separation, Independent Component Analysis, Multivariate Analysis.
Publications (Google Scholar):
A. Mandal and A. Cichocki (2013). Non-linear Canonical Analysis
Using AB-divergence. Entropy, Vol. 15, 2788--2804.
A. Mandal and A. Basu (2013). Minimum disparity estimation:
Improved efficiency through inlier modiffication. Computational Statistics
and Data Analysis, Vol. 64, 71-86.
A. Basu, A. Mandal, N. Martin and L. Pardo (2013). Testing Statistical Hypotheses based on the Density Power Divergence. Annals of the Institute of Statistical Mathematics, Vol. 65, 319-348.
A. Mandal and A. Basu (2011). Multinomial goodness-of-fit testing and inlier modification. Electronic Journal of Statistics, Vol. 5, 1846-1875.
K. Nordhausen, P. Ilmonen, A. Mandal, H. Oja and E. Ollila, (2011). Deflation-based FastICA Reloaded. Proceedings of the 19th European Signal Processing Conference (EUSIPCO 2011), 1854-1858.
A. Mandal, S. K. Bhandari and A. Basu, (2011). Minimum Disparity
Estimation based on Combined Disparities: Asymptotic Results. Journal of
Statistical Planning and Inference, Vol. 141, 701-710.
A. Mandal, W. T. Huang, S. K. Bhandari and A. Basu, (2011).
Goodness-of-Fit Testing in Growth Curve Models: A General Approach based on
Finite Differences. Computational Statistics and Data Analysis, Vol.
A. Basu, A. Mandal, and L. Pardo, (2010). Hypothesis Testing for
two Discrete Populations based on the Hellinger Distance. Statistics and
Probability Letters, Vol. 80, 206-214.
A. Mandal, A. Basu and L. Pardo, (2010). Minimum Disparity
Inference and the Empty Cell Penalty: Asymptotic Results. Sankhya,
Series A, Vol. 72, 376-406.
A. Mandal and A. Chakraborty, (2009). Independent Component
Analysis (ICA) using Pearsonian Density Function. Proceeding of the 8th
International Conference on Independent Component Analysis and Signal
Separation (ICA 2009) . Lecture Notes in Computer Science, Vol. 5441,
74-81, Berlin, Springer.
R. K. Patra, A. Mandal and A. Basu, (2008). Minimum Hellinger
Distance Estimation with Inlier Modification. Sankhya, Series B, Vol.
A. Basu and A. Mandal (2010). Canonical Correlation. In International Encyclopedia of Education (Third
Edition), Penelope Peterson, Eva Baker, and Barry McGaw Eds., Oxford: Elsevier.
Manuscripts under preparation:
A. Basu, A. Mandal, N. Martin and L. Pardo. Density Power Divergence Tests for Composite Null
Asymptotics of the Non-parametric Independent Component
Analysis (with R. Srivastava and A. Lahiri).
Density Power Divergence Test Statistic for Testing
Means of Two Normal Populations (with A. Basu, N. Martin and L. Pardo).
AB-Canonical Analysis or ABCA (Matlab program).
FastICA (R code).