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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
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Other Members of the Group
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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 and Prediction of Multiple Soil Nutrients and Carbon Concentrations, 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.
- 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 Paul, D. and Bautista, D., Statistica Sinica, Vol. 20, pp 675-695 (2010)
- Bayesian Curve Registration with Functional Data, with Zhong, Z. and Eubank, R. L. Indian Statistical Institute Platinum Jubilee Volume. (2009)
- Sensitivity Analysis and Model Selection for a Generalized
Convolution Model for Spatial Processes, with Paul, D. and Kaye, J. Bayesian Analysis, Vol 5, Issue 3, pp 493 - 518 (2010).
- Bivariate Zero-Infated Regression for Count Data: A Bayesian Approach with Application to Plant Counts, with Gries, C. International Journal of Biostatistics, Vol. 6 (1), Art. 27 (2010).
- A Non-stationary Spatial Generalized Linear Mixed Model Approach for Studying Plant Diversity, with Gries, C. and Walker, J., Journal of App. Statistics (2010).
- Population Parameters for an Individual-Based Model of Population Dynamics of a Sandhill Endemic Shrub, with Schmidt, J. P. Under review.
- Optimal Fire Management for a Sandhill Endemic Shrub, Ceratiola Ericoides: an Individual-Bases Modeling Approach, with Schmidt, J. P. Under review.
- Forecasting Nevada Gross Gaming Revenue and Taxable Sales Using Coincident and Leading Employment Indexes, with Balcilar, M., Gupta, R. and Miller, S. Under review.
Research / Papers in progress
- Bayesian estimation of clustered count data regression model with over-dispersion, with Wei, L. and Paul, S.
- A knot-selection criteria in Gaussian predictive process models, with Paul, D.
- Statistical noise reduction of correlated low-dose cone-beam computed tomography projection data, with Wang, J.
- Nonstationary Spatial Processes on a Cylindrical Surface.
- Multiresolution techniques in spatial covariance modeling, with Paul, D.
- A penalized model selection approach to Principal Component Analysis, with Paul, D.
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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
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