 |
Anandamayee Majumdar
Assistant Professor
Dept. of Math and Statistics
Arizona State University
Tempe, AZ 85287-1804
ananda at math dot asu dot edu
Office: PSA 441
Tel: (480) 965-3488
|
Other Members of the Group
|
Recent Publications
- Spatio-temporal Change-point modeling with Alan E. Gelfand and Sudipto Banerjee, Journal of Statistical Planning and Inference, Vol. 130, Issues 1-2, pp. 149-166, 2004.
- Gradient in Spatial Response Surfaces with Applications to Land-value Prices
with Henry Munnekke, Alan E. Gelfand, Sudipto Banerjee, and C. F. Sirmans , Journal of Business and Economic Statistics, Vol. 24, Issue 1, pp. 77-90, 2006.
- Multivariate Spatial Modeling for Geostatistical Data Using Convolved Covariance Functions with Alan E. Gelfand., Math. Geology, Vol. 39, Issue 2, pp. 225-245, 2007.
- Hierarchical Spatial Modeling of Soil Nutrients and Carbon in Heterogenous Land-Use Patches of the Phoenix Metropolitan Area with Kaye, J. Gries, C., Hope, D., Grimm, N. B..Communication in Statistics - Simulation and Computation, Vol. 37, Issue 2, pp. 434-453, 2007.
- Hierarchical Bayesian scaling of soil properties across urban, agricultural, and desert ecosystems with Kaye, J.P., Gries, C., Buyantuyev, A., Grimm, N. B., Hope, D., Zhu, W., Jenerette, D., and L. Baker, Ecological Applications, Vol. 18, Issue 1, pp. 132-45, 2008.
- A Non-stationary Spatial Generalized Linear Mixed Model Approach for Studying Plant Diversity, with Gries, C. and Walker, J., Internat. J. of Statist. and Systems (2007).
- Bayesian Semiparametric Sales Projections for the Texas Lottery, with R. L. Eubank, J. of Data Science, Vol. 7, Issue 1, pp 73-87 (2009)
- A Generalized Convolution Model For Multivariate Nonstationary Spatial Processes, with D. Paul and D. Bautista., Statistica Sinica (2009).
- Bayesian Curve Registration with Functional Data, with Z. Zhong and R. L. Eubank. Indian Statistical Institute Platinum Jubilee Volume. (2009)
- Bivariate Zero-Infated Regression for Count Data: A Bayesian Approach with Application to Plant Counts, with scientists from the Global Institute of Sustainability, ASU, Submitted.
- Drought, fire and spatial pattern in survivorship and recruitment of a sandhill endic shrub, Ceratiola Ericoides, with J. P. Schmidt. Submitted.
- Sensitivity Analysis and Model Selection for a Generalized
Convolution Model for Spatial Processes, with D. Paul and J. Kaye. Submitted.
Some work in progress
- An individual-based model of population dynamics of a fire-adapted sandhill endemic shrub, Ceratiola ericoides
with J. P. Schmidt.
- A knot-selection criteria in Gaussian predictive process models, with D. Paul, University of California at Davis.
- Multiresolution techniques in spatial covariance modeling, with D. Paul, University of California at Davis.
- A penalized model selection approach to Principal Component Analysis, with D. Paul, University of California at Davis.
|
Courses I Teach
- STP 226 (Elements of Statistics)
- STP 420 (Introductory Applied Statistics)
- STP 421 (Probability)
- STP 427 (Mathematical Statistics)
- STP 530 (Applied Regression Analysis)
- STP 532 (Applied Nonparametric Statistics)
- STP 598 (Bayesian Data Analysis)
Courses Teaching Fall 2009
- STP 532
Applied Nonparametric Analysis
MW 3:30-4:45
Text: Nonparametric Statistical Methods, by by Myles Hollander, Douglas A. Wolfe, 2nd Edition,
Wiley
- STP 598
Bayesian Data Analysis
MW 2:00-3:15 PM
Text: A. Gelman, J. Carlin, H. Stern and D. Rubin, Bayesian Data Analysis, 2nd edition, Chapman & Hall/CRC
Links
|
