1 Sets 2 Relations, Functions, and Orderings 3 Natural Numbers 4 Firute, Countable, and Uncountable Sets 5 Cardinal Numbers 6 0rdinal Numbers 7 Alephs 8 The Axiom of Choice 9 Arithmetic of Cardinal Numben 10 Sets of Real Numbers 11 Filters...

Chaptey / Distributions of Random Variables Chapter 2 Conditional Probability and Stochastic Independence Chapter 3 Some Special Distributions Chapter 4 Distributions of Functions of Random Variables Chapter5 Limiting Distributions Chahter...

1 Introduction 2 Overview of Supervised Learnina 3 Linear Methods for Regression 4. Linear Methods for Classification 5. Basis Expansions and Regularization 6. Kernel Methods 7. Model Assessment and Selection 8. Model Inference and Averagi...

VOLUME I Part 1 - MATHEMATICAL AND STATISTICAL METHODS IN ECONOMETRICS Chapter 1 Linear Algebra and Matrix Methods in Econometrics HENRI THEIL Chapter 2 Statistical Theory and Econometrics ARNOLD ZELLNER Part 2 - ECONOMETRIC MODELS Chapter...

Part I Weak dependence and related concepts Regeneration-based statistics for Harris recurrent Markov chains Patrice Bertail, Stephan Clemencon . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 Subgeometric ergodicity of Ma...

1 Introduction 2 Basic Models in Lot-Sizing 3 Extensions to the Basic Models: Time Continuity 4 Literature Review 5 Planning Framework and Solution Techniques 6 Modeling and Solution Approach 7 Analysis of Solutions and Computational Perfo...

1 Introduction 2 Some Mathematical Tools 3 Financial Time Series: Facts and Models 4 Parameter Estimation: An Overview 5 Quasi Maximum Likelihood Estimation in Conditionally Heteroscedastic Time Series Models: A StochasticRecurrence Equati...

1 Introduction 2 Basic Concepts 3 Periodogram and Lagged Product Autocorrelation 4 ARMA Theory 5 Relations for Time Series Models 6 Estimation of Time Series Models 7 AR Order Selection 8 MA and ARMA Order Selection 9 ARMASA Toolbox with A...

Chapter l. Introduction Chapter 2. Discrete regression models Chapter 3. Probabilistic-choice modets Chapter 4. Discriminant analvsis Chapter 5. Multivariate qualitative variables Chapter 6. Censored and truncated regression models Chapter...

CHAPTER 1 Algebra of Vectors and Matrices CHAPTER 2 Probability Theory, Tools and Techniques CHAPTER 3 Continuous Probability Models CHAPTER 4 The Theory of Least Squares and Analysis of Variance CHAPTER 5 Criteria and Methods of Estimatio...