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Matrices, Statistics and Big Data

Overview of attention for book
Cover of 'Matrices, Statistics and Big Data'

Table of Contents

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    Book Overview
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    Chapter 1 Further Properties of the Linear Sufficiency in the Partitioned Linear Model
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    Chapter 2 Hybrid Model for Recurrent Event Data
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    Chapter 3 A New Look at Combining Information from Stratum Submodels
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    Chapter 4 Ingram Olkin (1924–2016): An Appreciation for a People Person
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    Chapter 5 A Notion of Positive Definiteness for Arithmetical Functions
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    Chapter 6 Some Issues in Generalized Linear Modeling
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    Chapter 7 Orthogonal Block Structure and Uniformly Best Linear Unbiased Estimators
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    Chapter 8 Hadamard Matrices on Error Detection and Correction: Useful Links to BIBD
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    Chapter 9 Covariance Matrix Regularization for Banded Toeplitz Structure via Frobenius-Norm Discrepancy
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    Chapter 10 Penalized Relative Error Estimation of a Partially Functional Linear Multiplicative Model
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    Chapter 11 High-Dimensional Regression Under Correlated Design: An Extensive Simulation Study
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    Chapter 12 An Efficient Estimation Strategy in Autoregressive Conditional Poisson Model with Applications to Hospital Emergency Department Data
Attention for Chapter 11: High-Dimensional Regression Under Correlated Design: An Extensive Simulation Study
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