ADVANCES IN MULTIVARIATE STATISTICAL METHODS

ADVANCES IN MULTIVARIATE STATISTICAL METHODS

CONTENTS


FRONT MATTER Ashis SenGupta	i
High-Dimensional Discrete Statistical Models: UIP, MCP and CSI in Perspectives Pranab Kumar Sen	1
A Review of Multivariate Theory For High Dimensional Data With Fewer Observations Muni S. Srivastava	25
Model Based Penalized Clustering for Multivariate Data Samiran Ghosh and Dipak K. Dey	53
Jacobians Under Constraints and Statistical Bioinformatics K. V. Mardia	73
Cluster Validation for Microarray Data: An Appraisal V. Pihur, G. N. Brock and S. Datta	79
Flexible Bivariate Circular Models Barry C. Arnold and Ashis SenGupta	95
Optimal Text Space Representation of Student Essays Using Latent Semantic Analysis Alexander Villacorta and Sreenivasa Rao Jammalamadaka	107
Linear Regression for Random Measures M. M. Rao	131
Mixed Multivariate Models for Random Sums and Maxima Tomasz J. Kozubowski, Anna K. Panorska and Franco Biondi	145
Estimation of the Multivariate Box-Cox Transformation Parameters Mezbahur Rahman and Larry M. Pearson	173
Generation of Multivariate Densities R. N. Rattihali and A. N. Basugade	185
Smooth Estimation of Multivariate Distribution and Density Functions Yogendra P. Chaubey	195
Estimation Using Quantile Function Structure with Emphasis on Weibull Distribution Georgia D. Kollia, Govind S. Mudholkar and Deo Kumar Srivastava	215
On Optimal Estimating Functions in the Presence of Nuisance Parameters Parimal Mukhopadhyay	237
Inference In Exponential Family Regression Models Under Certain Shape Constraints Using Inversion Based Techniques Moulinath Banerjee	249
Study of Optimal Adaptive Rule in Testing Problem Subir Kumar Bhandari, Ritabrata Dutta and Rajarshi Guha Niyogi	273
The G-IG Analogies and Robust Tests for Inverse Gaussian Scale Parameters Govind S. Mudholkar, Hongyue Wang and Rajeswari Natarajan	285
Clusterwise Regression Using Dirichlet Mixtures Changku Kang and Subhashis Ghosal	305
Bayesian Analysis of Rank Data Using SIR Arnab Kumar Laha and Sourabh Dongaonkar	327
Bayesian Tests of Equality of Stratified Proportions for a Multiple Response Categorical Variable Balgobin Nandram	337
Respondent-Generated Intervals in Sample Surveys: A Summary S. James Press and Judith M. Tanur	357
Quality Index and Mahalanobis D² Statistic Ratan Dasgupta	367
AQL Based Multiattribute Sampling Scheme Anup Majumdar	383
Multivariate Quality Management in Terms of a Desirability Measure and a Related Result on Purchase Decision: A Distributional Study Dilip Roy	403
Time Series of Categorical Data Using Auto-Mutual Information with Application of Fitting an AR(2) Model Atanu Biswas and Apratim Guha	421
Estimation of Integrated Covolatility for Asynchronous Assets in the Presence of Microstructure Noise Rituparna Sen and Qiuyan Xu	437
Improving the Hansen-Hurwitz Estimator in PPSWR Sampling Arun Kumar Adhikary	455
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