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APPLIED UNIVARIATE, BIVARIATE, AND MULTIVARIATE STATISTICS
APPLIED UNIVARIATE, BIVARIATE, AND MULTIVARIATE STATISTICS
[Show more]APPLIED UNIVARIATE, BIVARIATE, AND MULTIVARIATE STATISTICS
[Show more]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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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...
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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2.4 BasicMatrixOperations . . . . . . . . . . . . . . . . . . . . . . . . . . 25 
a. Equality, Addition, and Multiplication of Matrices . . . . . . . . . . . 26 
b. Matrix Transposition . . . . . . . . . . . . . . . . . . . . . . . . . . 28 
c. Some Special Matrices . . . . . . . . . . . ....
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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Add to cartPreface 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 ...
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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Add to cartCONTENTS 
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...
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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Add to cartChapter 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...
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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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...
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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Add to cart1 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...
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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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 ...
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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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 . . . . . . ....
Table of Contents 
Preface ......................................................................................................................ix 
Acknowledgment ................................................................................................ xiii 
About the Editors ..................
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Add to cartTable of Contents 
Preface ......................................................................................................................ix 
Acknowledgment ................................................................................................ xiii 
About the Editors ..................
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