Tabla de Contenidos: “…Front cover; Title page; Copyright page; Table of contents; 1 Introduction; 1.1 Forecasting, Classification, and Dimensionality Reduction; 1.2 Synergies; 1.3 The Interface Problems; 1.4 Plan of the Book; Part I Econometric Foundations; 2 What Are Neural Networks?; 2.1 Linear Regression Model; 2.2 GARCH Nonlinear Models; 2.2.1 Polynomial Approximation; 2.2.2 Orthogonal Polynomials; 2.3 Model Typology; 2.4 What Is A Neural Network?…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Contributors -- Table of Contents -- Preface -- Part 1: Getting Started with Prophet -- Chapter 1: The History and Development of Time Series Forecasting -- Understanding time series forecasting -- The problem with dependent data -- Moving averages and exponential smoothing -- ARIMA -- ARCH/GARCH -- Neural networks -- Prophet -- Recent developments -- NeuralProphet -- Google's "robust time series forecasting at scale" -- LinkedIn's Silverkite/Greykite -- Uber's Orbit -- Summary -- Chapter 2: Getting Started with Prophet -- Technical requirements -- Installing Prophet -- Installation on macOS -- Installation on Windows -- Installation on Linux -- Building a simple model in Prophet -- Interpreting the forecast DataFrame -- Understanding components plots -- Summary -- Chapter 3: How Prophet Works -- Technical requirements -- Facebook's motivation for building Prophet -- Analyst-in-the-loop forecasting -- The math behind Prophet -- Linear growth -- Logistic growth -- Seasonality -- Holidays -- Summary -- Part 2: Seasonality, Tuning, and Advanced Features -- Chapter 4: Handling Non-Daily Data -- Technical requirements -- Using monthly data -- Using sub-daily data -- Using data with regular gaps -- Summary -- Chapter 5: Working with Seasonality -- Technical requirements -- Understanding additive versus multiplicative seasonality -- Controlling seasonality with the Fourier order -- Adding custom seasonalities -- Adding conditional seasonalities -- Regularizing seasonality -- Global seasonality regularization -- Local seasonality regularization -- Summary -- Chapter 6: Forecasting Holiday Effects -- Technical requirements -- Adding default country holidays -- Adding default state/province holidays -- Creating custom holidays -- Creating multi-day holidays -- Regularizing holidays -- Global holiday regularization…”

Tabla de Contenidos: “…Global Polyethylene Business Overview; 1.1 Introduction; 1.2 The Business of Polyethylene; 1.3 Cyclical Nature of the Polyethylene Business; 1.3.1 Global Feedstock Cost Variations; 1.3.2 Change in Middle East Feedstock Cost Advantage; 1.3.2.1. 2012 Capital Requirements for an Integrated Ethylene/Polyethylene Facility; 1.4 Early History of Ethylene and Polyethylene Manufacturing; 1.4.1 Discovery of Polyethylene; 1.4.1.1 Branched High-Pressure Polyethylene; 1.4.1.2 Linear Polyethylene…”

Tabla de Contenidos: “…CONTENTS; Preface; About the Authors; Chapter 1 Power Electronics, the Enabling Green Technology; 1.1 Introduction to Power Electronics; 1.2 History of Power Electronics; 1.3 DC/DC Converters; 1.4 Linear Voltage Regulators; 1.5 Switched Capacitor DC/DC Converters (Charge Pumps); 1.6 Switched Mode DC/DC Converters; 1.7 Comparison between Linear Regulators, Charge Pumps, and SwitchedRegulators; 1.8 Topologies for Nonisolated DC/DC Switched Converters; 1.9 Topologies for Isolated Switching Converters; 1.10 SPICE Circuit Simulation; 1.11 Power Management Systems for Battery-Powered Devices…”

Tabla de Contenidos: “…3.1 The Power Spectrum3.2 The Bandwidth of a Stochastic Process; 3.3 The Cross-Power Spectrum; 3.4 Modulation of Stochastic Processes; 3.4.1 Modulation by a Random Carrier; 3.5 Sampling and Analogue-To-Digital Conversion; 3.5.1 Sampling Theorems; 3.5.2 A/D Conversion; 3.6 Spectrum of Discrete-Time Processes; 3.7 Summary; 3.8 Problems; 4. Linear Filtering of Stochastic Processes; 4.1 Basics of Linear Time-Invariant Filtering; 4.2 Time Domain Description of Filtering of Stochastic Processes; 4.2.1 The Mean Value of the Filter Output; 4.2.2 The Autocorrelations Function of the Output…”

Tabla de Contenidos: “…Properties of the z-transform; 2.2.2.1. Linearity; 2.2.2.2. Advanced and delayed operators; 2.2.2.3. …”

Tabla de Contenidos: “…1.2.4 Polarizing Fiber1.2.5 Photonic Crystal Fiber-Holey Fibers; 1.2.6 Dispersion-Compensating Fiber; 1.2.7 High-Index Fiber; 1.2.8 Polarization-Maintaining Fiber; 1.2.9 Photosensitive Fiber; 1.2.10 Erbium-Doped Fiber; 1.3 Conclusions; Chapter 2: Light-Guiding Fundamentals and Fiber Design; 2.1 Introduction; 2.2 Physical Structure of a Telecommunications Optical Fiber; 2.3 Linear Lightwave Propagation in an Optical Fiber; 2.3.1 Electromagnetic Preliminaries; 2.3.2 Intuition from the Slab Waveguide; 2.3.3 Optical Fiber: A Cylindrical Waveguide; 2.3.4 The Linearly Polarized Mode Set LPlm…”

Tabla de Contenidos: “…. -- 1.3 Optimal Multiuser Detection. -- 1.4 Linear Detectors. -- 1.5 Reduced-Rank Estimation. -- 1.6 Decision-Feedback Detection. -- 1.7 Interference Mitigation at the Transmitter. -- 1.8 Overview of Remaining Chapters. -- References. -- 2 Iterative Techniques (Alex Grant and Lars K. …”

Tabla de Contenidos: “…2.1.6 Logic Devices Powered and the Logic Level2.2 Dynamic Characteristics: Gate Delay and Rise and Fall Times; 2.3 Driver and Receiver Modeling; 2.3.1 Types of Driver Model; 2.3.2 Driver Switching Currents Path; 2.3.3 Driver Non-Linear Behavioral Model; 2.3.4 Receiver Non-Linear Behavioral Modeling; 2.4 I/O Buffer Information Specification (IBIS) Models; 2.4.1 Structure of an IBIS Model; 2.4.2 IBIS Models and Spice; References; 3 Inductance; 3.1 Loop Inductance; 3.1.1 Inductances of Coupled Loops; 3.1.2 Inductances of Thin Filamentary Circuits; 3.1.3 Equivalent Circuit of Two Coupled Loops…”

Tabla de Contenidos: “…Introduction; 1.2. Discrete linear models; 1.2.1. The moving average (MA) model; 1.2.2. …”

Tabla de Contenidos: “…10.1 Types of Curve10.2 Graphs; 10.3 Implicit Curves; 10.4 Parametric Curves; 10.5 Conic Sections; 10.6 Polar Curves; 10.X Exercises; Chapter 11 Matrices and Linear Equations; 11.1 Basic Definitions; 11.2 Operations on Matrices; 11.3 Matrix Multiplication; 11.4 Further Properties of Multiplication; 11.5 Linear Equations; 11.6 Matrix Inverses; 11.7 Finding Matrix Inverses; 11.X Exercises; Chapter 12 Vectors and Three Dimensional Geometry; 12.1 Basic Properties of Vectors; 12.2 Coordinates in Three Dimensions; 12.3 The Component Form of a Vector; 12.4 The Section Formula…”

Tabla de Contenidos: “…3.6.3 An R Function that Computes the p-Value for the Adaptive Test3.6.4 R Code to Perform the Adaptive Test; 3.7 Level of Significance of the Adaptive Test; 3.8 Power of the Adaptive Test; 3.9 Sample Size Estimation; 3.10 A SAS Macro for the Adaptive Test; 3.11 Modifications for One-Tailed Tests; 3.12 Justification of the Weighting Method; 3.13 Comments on the Adaptive Two-sample Test; Exercises; 4 Permutation Tests with Linear Models; 4.1 Introduction; 4.2 Notation; 4.3 Permutations with Blocking; 4.4 Linear Models in Matrix Form; 4.5 Permutation Methods; 4.5.1 The Permute-Errors Method…”

Tabla de Contenidos: “…2.4.2 Functions2.4.3 Control Structures; 2.4.4 Advanced Plotting; 2.4.5 Interactive Programs; 2.5 Data Analysis; 2.5.1 Importing and Storing Data; 2.6 A Word on Function Handles; 2.7 The Function Browser; 2.8 Summary; MATLAB Functions, Commands, and Operators Covered in This Chapter; 3 Mathematics and Statistics Tutorial; 3.1 Introduction; 3.2 Linear Algebra; 3.2.1 Matrices, Vectors, and Arrays; 3.2.2 Transposition; 3.2.3 Addition; 3.2.4 Scalar Multiplication; 3.2.5 Matrix Multiplication; 3.2.6 Geometrical Interpretation of Matrix Multiplication; 3.2.7 The Determinant…”

Tabla de Contenidos: “…3.1.3 Acceptable Polar Response3.1.4 Acceptable Phase Response; 3.1.5 Acceptable Group Delay Behaviour; 3.2 Further Requirements for Active Crossovers; 3.2.1 Negligible Extra Noise; 3.2.2 Negligible Impairment of System Headroom; 3.2.3 Negligible Extra Distortion; 3.2.4 Negligible Impairment of Frequency Response; 3.2.5 Negligible Impairment of Reliability; 3.3 Linear Phase; 3.4 Minimum Phase; 3.5 Absolute Phase; 3.6 Phase Perception; 3.7 Target Functions; References; CHAPTER 4 Crossover Types; 4.1 All-Pole and Non-All-Pole Crossovers; 4.2 Symmetric and Asymmetric Crossovers…”

Tabla de Contenidos: “…Two-axis model of multimachine system; 5.2.2. Linearization process and multimachine state-space model; 5.2.3. …”

Tabla de Contenidos: “…-- Using regression for forecasting -- Variation around the regression line -- Testing Hypotheses about Regression -- Linear Regression in R -- Making Predictions -- Chapter 13 Correlation: The Rise and Fall of Relationships -- Understanding Correlation -- Correlation and Regression -- Testing Hypotheses About Correlation -- Analyzing Correlation in R.…”

Tabla de Contenidos: “…-- IRREVERSIBILITY AND THE BIAS TOWARD WAITING -- WAITING AND SUNKEN COSTS -- Diesel Emissions -- Cyanazine -- Ethylene Dibromide -- REGULATION AS RESEARCH -- CHLOROFLUOROCARBONS -- CONCLUDING COMMENTS -- REFERENCES -- 7 Choice Under Uncertainty: Problems Solved And Unsolved -- THE EXPECTED UTILITY MODEL -- The Classical Perspective: Cardinal Utility And Attitudes Toward Risk -- A Modern Perspective: Linearity In The Probabilities As A Testable Hypothesis -- VIOLATIONS OF LINEARITY IN TILE PROBABILITIES -- The Allais Paradox And "Fanning Out -- Additional Evidence Of Fanning Out -- Non-Expected Utility Models Of Preferences -- THE PREFERENCE REVERSAL PHENOMENON -- The Evidence -- Two Interpretations Of This Phenomenon -- Implications Of The Economic World View -- Implications Of The Psychological World View -- FRAMING EFFECTS -- Evidence -- Two Issues Regarding Framing -- Framing Effects And Economic Analysis: Has This Problem Already Been Solved? …”

Tabla de Contenidos: “…Introduction -- Director Circle -- Rectangular Hyperbola -- Illustrations -- Analytical Exercises -- Answers -- Determinant -- Introduction -- Illustrations -- Properties of Determinants -- Product of Determinants -- Application of Determinants -- Analytical Exercises -- Answers -- Matrix Algebra -- Introduction -- Matrix Algebra -- Illustrations -- Transpose of a Matrix -- Co-factor and Adjoint of a Square Matrix -- Inverse of a Matrix -- To Find Inverse of a Matrix through Augmented Matrix -- Use of Matrix Algebra to Solve Simultanenous Linear Equations -- Analytical Exercises -- Answers -- Permutation and Combination -- Introduction -- Important Notation -- Meaning of Permutation and Combination -- Illustrations -- Analytical Exercises -- Answers -- Binomial Expansion -- Introduction -- Binomial Theorem -- General Term of Binomial Expansion -- Illustrations -- Analytical Exercises -- Answers -- Principle of MathematicalInduction -- Introduction -- Historical Introduction -- Principle of Finite Induction -- Illustrations -- Power Series -- Analytical Exercises -- Answers -- Sequence and Series -- Introduction -- Sequence and Series -- Arithmetic Progression -- Harmonic Progression -- Do You Know? …”

Tabla de Contenidos: “….) -- INTRODUCCIÓN -- DEFINICIÓN DE ELECTRICIDAD -- CONDUCTIVIDAD -- CARGA ELÉCTRICA -- CORRIENTE ELÉCTRICA -- RESISTENCIAS -- LEY DE OHM -- TENSIÓN CONTINUA Y ALTERNA -- FRECUENCIA -- CORTOCIRCUITO -- CIRCUITOS EN SERIE -- CIRCUITOS PARALELOS -- FUSIBLES -- EL TESTER O MULTÍMETRO -- TIPOS DE MEDICIÓN -- MEDICIÓN DE TENSIÓN -- MEDICIÓN DE RESISTENCIA -- DESCARGA A TIERRA -- NORMAS Y REGLAS DE SEGURIDAD ELÉCTRICA -- SISTEMA NUMÉRICO BINARIO -- CÓDIGO DE CARACTERES ASCII -- SISTEMA NUMÉRICO HEXADECIMAL -- CÓMO SE GENERA LA ELECTRICIDAD -- MÉTODOS HABITUALES DE GENERAR ELECTRICIDAD -- COMPONENTES GENERALES DE LOS CIRCUITOS ELÉCTRICOS -- GENERADOR ELÉCTRICO -- CONDUCTOR ELÉCTRICO Y ELEMENTOS DE CONEXIÓN -- CONTROL ELÉCTRICO Y DE MANIOBRA O MANDO -- CIRCUITOS HABITUALES DE VIVIENDAS -- RECEPTORES ELÉCTRICOS -- LO QUE HEMOS APRENDIDO -- TEST -- TEMA 2. …”

Tabla de Contenidos: “….; De Entre Guerras a Ginebra; La solución de los tratados de alcance parcial…”
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