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APPLIED UNIVARIATE, BIVARIATE, AND MULTIVARIATE STATISTICS

APPLIED UNIVARIATE, BIVARIATE, AND MULTIVARIATE STATISTICS

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Texts in Statistical Science:Introduction to Functional Data Analysis

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Contents 1 First steps in the analysis of functional data 1 1.1 Basis expansions . . . . . . . . . . . . . . . . . . . . . . . . . 3 1.2 Sample mean and covariance . . . . . . . . . . . . . . . . . . 6 1.3 Principal component functions . . . . . . . . . . . . . . . . . 10 1.4 Analysis of BOA st...

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Applied Multivariate Analysis

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Contents 2.4 BasicMatrixOperations . . . . . . . . . . . . . . . . . . . . . . . . . . 25 a. Equality, Addition, and Multiplication of Matrices . . . . . . . . . . . 26 b. Matrix Transposition . . . . . . . . . . . . . . . . . . . . . . . . . . 28 c. Some Special Matrices . . . . . . . . . . . ....

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APPLIED UNIVARIATE, BIVARIATE, AND MULTIVARIATE STATISTICS

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Preface xix About the Companion Website xxxiii 1 Preliminary Considerations 1 1.1 The Philosophical Bases of Knowledge: Rationalistic versus Empiricist Pursuits, 1 1.2 What is a “Model”?, 4 1.3 Social Sciences versus Hard Sciences, 6 1.4 Is Complexity a Good Depiction of Reality? Are ...

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DATA MINING AND PREDICTIVE ANALYTICS

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CONTENTS PREFACE xxi ACKNOWLEDGMENTS xxix PART I DATA PREPARATION 1 CHAPTER 1 AN INTRODUCTION TO DATA MINING AND PREDICTIVE ANALYTICS 3 1.1 What is Data Mining? What is Predictive Analytics? 3 1.2 Wanted: Data Miners 5 1.3 The Need for Human Direction of Data Mining 6 1.4 The Cross-Industr...

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Summary ECONOMIC MODELS Methods, Theory and Applications

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Chapter 1: Methods of Modelling: Mathematical 1 Programming Topic 1: Some Unresolved Problems of Mathematical 3 Programming by Olav Bjerkholt Chapter 2: Methods of Modeling: Econometrics 21 and Adaptive Control System Topic 1: A Novel Method of Estimation Under Co-Integration 23 by Alexis La...

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Information Technology and Applied Mathematics

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Part I Information Technology Identity-Based Combined Public Key Schemes for Signature, Encryption, and Signcryption . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 Yuyang Zhou, Zhaoqi Li, Fei Hu and Fagen Li Cluster-Based Energy-Efficient Secure Routing in Wireless Sensor N...

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Linear Algebra and Matrix Analysis for Statistics

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1 Matrices, Vectors and Their Operations 1 1.1 Basic definitions and notations 2 1.2 Matrix addition and scalar-matrix multiplication 5 1.3 Matrix multiplication 7 1.4 Partitioned matrices 14 1.4.1 2  2 partitioned matrices 14 1.4.2 General partitioned matrices 16 1.5 The “trace” of a sq...

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Fundamentals of Model Theory

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Contents Chapter 0. Models, Truth and Satisfaction 4 Formulas, Sentences, Theories and Axioms 4 Prenex Normal Form 9 Chapter 1. Notation and Examples 11 Chapter 2. Compactness and Elementary Submodels 14 The Compactness Theorem 14 Isomorphisms, elementary equivalence and complete theories 15 ...

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GRADUATE TEXTS IN MATHEMATICS :MODEL THEORY ,DAVID MARKER

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ntroduction 1 1 Structures and Theories 7 1.1 Languages and Structures . . . . . . . . . . . . . . . . . . . 7 1.2 Theories . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14 1.3 Definable Sets and Interpretability . . . . . . . . . . . . . . 19 1.4 Exercises and Remarks . . . . . . ....

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Statistical Topics in Health Economics and Outcomes Research

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Table of Contents Preface ......................................................................................................................ix Acknowledgment ................................................................................................ xiii About the Editors ..................

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