Advances in Time Series Analysis and Forecasting

Chapter 1 Small Crack Fatigue Growth and Detection Modeling with Uncertainty and Acoustic Emission Application

Chapter 2 Acanthuridae and Scarinae: Drivers of the Resilience of a Polynesian Coral Reef

Chapter 3 Using Time Series Analysis for Estimating the Time Stamp of a Text

Chapter 4 Using LDA and Time Series Analysis for Timestamping Documents

Chapter 5 Fractal Complexity of the Spanish Index IBEX 35

Chapter 6 Fractional Brownian Motion in OHLC Crude Oil Prices

Chapter 7 Time-Frequency Representations as Phase Space Reconstruction in Symbolic Recurrence Structure Analysis

Chapter 8 Analysis of Climate Dynamics Across a European Transect Using a Multifractal Method

Chapter 9 Comparative Analysis of ARMA and GARMA Models in Forecasting

Chapter 10 SARMA Time Series for Microscopic Electrical Load Modeling

Chapter 11 Diagnostic Checks in Multiple Time Series Modelling

Chapter 12 Mixed AR(1) Time Series Models with Marginals Having Approximated Beta Distribution

Chapter 13 Prediction of Noisy ARIMA Time Series via Butterworth Digital Filter

Chapter 14 Mandelbrot’s 1/f  Fractional Renewal Models of 1963–67: The Non-ergodic Missing Link Between Change Points and Long Range Dependence

Chapter 15 Detection of Outlier in Time Series Count Data

Chapter 16 Ratio Tests of a Change in Panel Means with Small Fixed Panel Size

Chapter 17 Operational Turbidity Forecast Using Both Recurrent and Feed-Forward Based Multilayer Perceptrons

Chapter 18 Productivity Convergence Across US States in the Public Sector. An Empirical Study

Chapter 19 Proposal of a New Similarity Measure Based on Delay Embedding for Time Series Classification

Chapter 20 A Fuzzy Time Series Model with Customized Membership Functions

Chapter 21 Model-Independent Analytic Nonlinear Blind Source Separation

Chapter 22 Dantzig-Selector Radial Basis Function Learning with Nonconvex Refinement

Chapter 23 A Soft Computational Approach to Long Term Forecasting of Failure Rate Curves

Chapter 24 A Software Architecture for Enabling Statistical Learning on Big Data

Chapter 25 Wind Speed Forecasting for a Large-Scale Measurement Network and Numerical Weather Modeling

Chapter 26 Analysis of Time-Series Eye-Tracking Data to Classify and Quantify Reading Ability

Chapter 27 Forecasting the Start and End of Pollen Season in Madrid

Chapter 28 Statistical Models and Granular Soft RBF Neural Network for Malaysia KLCI Price Index Prediction