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TABLE OF CONTENTS16 sections

Big Data Analytics & Management

01Big Data Analytics & Management 02Foundations And Theoretical Perspectives Of Big Data 03Big Data Sources Types And Lifecycle 04Distributed Data Architectures And Computing Models 05Big Data Storage Processing And Platform Technologies 06Data Engineering Integration And Quality Management 07Statistical Foundations And Scalable Analytical Methods 08Machine Learning And Artificial Intelligence At Scale 09Specialized Analytics Streams Text Graphs And Spatial Data 10Visualization Decision Intelligence And Evidence Based Managem...11Performance Reliability And Economics Of Big Data Systems 12Big Data Strategy Value Creation And Digital Transformation 13Governance Security Privacy And Responsible Analytics 14Operationalization Mlops And Enterprise Analytics 15Doctoral Research Methods In Big Data Analytics 16Emerging Frontiers And Future Research Agenda

Chapter 6

Statistical Foundations And Scalable Analytical Methods

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