Matrices Statistics and Big Data Selected Contributions from IWMS 2016 1st Edition by S Ejaz Ahmed, Francisco Carvalho, Simo Puntanen ISBN 3030175189 978-3030175184

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Product details:

ISBN 10:  3030175189  

ISBN 13: 978-3030175184 

Author:   S. Ejaz Ahmed, Francisco Carvalho, Simo Puntanen

This volume features selected, refereed papers on various aspects of statistics, matrix theory and its applications to statistics, as well as related numerical linear algebra topics and numerical solution methods, which are relevant for problems arising in statistics and in big data. The contributions were originally presented at the 25th International Workshop on Matrices and Statistics (IWMS 2016), held in Funchal (Madeira), Portugal on June 6-9, 2016.

The IWMS workshop series brings together statisticians, computer scientists, data scientists and mathematicians, helping them better understand each other’s tools, and fostering new collaborations at the interface of matrix theory and statistics.

Table of contents: 

1. Further Properties of the Linear Sufficiency in the Partitioned Linear Model

2. Hybrid Model for Recurrent Event Data

3. A New Look at Combining Information from Stratum Submodels

4. Ingram Olkin (1924–2016): An Appreciation for a People Person

5. A Notion of Positive Definiteness for Arithmetical Functions

6. Some Issues in Generalized Linear Modeling

7. Orthogonal Block Structure and Uniformly Best Linear Unbiased Estimators

8. Hadamard Matrices on Error Detection and Correction: Useful Links to BIBD

9. Covariance Matrix Regularization for Banded Toeplitz Structure via Frobenius-Norm Discrepancy

10. Penalized Relative Error Estimation of a Partially Functional Linear Multiplicative Model

11. High-Dimensional Regression Under Correlated Design: An Extensive Simulation Study

12. An Efficient Estimation Strategy in Autoregressive Conditional Poisson Model with Applications to Hospital Emergency Department Data

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Tags: S Ejaz Ahmed, Francisco Carvalho, Simo Puntanen, Matrices Statistics, Big Data, Selected Contributions