A Cohesive Approach to Regression Models
Confidence Intervals in Generalized Regression Models introduces a unified representation-the generalized regression model (GRM)-of various types of regressi……続きを見る
A self-contained treatment of finite Markov chains and processes, this text covers both theory and applications. Author Marius Iosifescu, vice president of the Romanian Academy and director of its C……続きを見る
This upper-level textbook presents a new approach to large scale qualitative analysis – the pioneering breadth-and-depth method. It covers the strengths and deployment of “big qual” as a distinct re……続きを見る
The focus of this book is the large-scale statistical behavior of solutions of divergence-form elliptic equations with random coefficients, which is closely related to the long-time asymptotics of r……続きを見る
This book first presents a tutorial on Federated Learning (FL) and its role in enabling Edge Intelligence over wireless edge networks. This provides readers with a concise introduction to the challe……続きを見る
The must-read summary of Ian Ayres' book: "Super Crunchers: Why Thinking-By-Numbers Is the New Way to Be Smart".
This complete summary of the ideas from Ian Ayres' book "Super Crunchers" shows that ……続きを見る
This book considers specific inferential issues arising from the analysis of dynamic shapes with the attempt to solve the problems at hand using probability models and nonparametric tests. The model……続きを見る
La relevancia que ha tomado la estadística bayesiana en distintas áreas lleva a escribir este texto, cuyo objetivo es contribuir en el crecimiento de los métodos bayesianos en América Latina e incen……続きを見る
Successfully build, tune, deploy, and productionize any machine learning model, and know how to automate the process from data processing to deployment.
This book is divided into three parts. Part I……続きを見る
This book provides a pedagogical examination of the way in which stochastic models are encountered in applied sciences and techniques such as physics, engineering, biology and genetics, economics an……続きを見る
Pro Apache Hadoop, Second Edition brings you up to speed on Hadoop – the framework of big data. Revised to cover Hadoop 2.0, the book covers the very latest developments such as YARN (aka MapReduce ……続きを見る
