Preface 1 Elements of Statistics 2 Random Number Generation I 3 Random Number Generation II 4 Bayesian Estimation 5 Bias Correction of OLSE in AR Models 6 State Space Modeling 7 Difference between Two-Sample Means 8 Independence between Tw...

Contents 0 Introduction 3 1 The reduced form 7 1.1 The stationary VAR model . . . . . . . . . . . . . . . . . . . . . . 9 1.2 Deterministic terms . . . . . . . . . . . . . . . . . . . . . . . . . . 11 1.3 Alternative representations of coi...

content 1 Introduction 2 Introduction to Programming 17 3 Mathematical Preliminaries 37 4 Analysis in Metric Space 54 5 Introduction to Dynamics 88 6 Introduction to Markov Chains 110 7 Measure and Integral 165 8 General State Markov Chain...

Chapter 1: An Introduction to Set Theory Chapter 2: Basic Concepts in Linear Algebra Chapter 3: Limits and Continuity of Functions Chapter 4: Differentiation Chapter 5: Infinite Sequences and Series Chapter 6: Integration Chapter 7: Multid...

Preface Abbreviations and Notation 1 Introduction 2 Basics of Time-Series Analysis 3 Univariate Time-Series Modelling 4 Univariate Forecasting Methods 5 Multivariate Forecasting Methods 6 A Comparative Assessment of ForecastingMeth ods 7 C...

Contents Preface page xv 1 Probability and Measure 1 2 Borel Measurability, Integration, and Mathematical Expectations 37 3 Conditional Expectations 66 4 Distributions and Transformations 86 5 The Multivariate Normal Distribution and Its A...

1 Basics 2 Probability and distributions 3 Descriptive statistics and graphics 4 One- and two-sample tests 5 Regression and correlation 6 ANOVA and KruskalWallis 7 Tabular data 8 Power and the computation of sample size 9 Multiple regressi...

Book : Modern Applied Statistics with S. 4th edition. Format : pdf. 495 pages. Size : 2.97MB. Publisher : Springer Content: 1 Introduction 2 Data Manipulation 3 The S Language 4 Graphics 5 Univariate Statistics 6 Linear Statistical Models...

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Preface ii 1 Notation and conventions 1 2 Dyadic intervals 3 2.1 The unit interval and dyadic subintervals . . . . . . . . . . . . 3 2.2 Functions on the unit interval . . . . . . . . . . . . . . . . . . 5 2.3 Haar functions . . . . . . ....