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

Chapter 2 Hybrid Model for Recurrent Event Data

Chapter 3 A New Look at Combining Information from Stratum Submodels

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

Chapter 5 A Notion of Positive Definiteness for Arithmetical Functions

Chapter 6 Some Issues in Generalized Linear Modeling

Chapter 7 Orthogonal Block Structure and Uniformly Best Linear Unbiased Estimators

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

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

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

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