Theory and Applications of Time Series Analysis and Forecasting: Selected Contributions from Itise 2021 (Paperback, 2023)

-?Part I Theoretical Aspects of Time Series. -?An Improved Forecasting and Detection of Structural Breaks in Time Series Using Fuzzy Techniques. -?Anomaly Detection Algorithm Using a Hybrid Modelling Approach for Energy Consumption Time Series. -?Unit Root Test Combination via Random Forests. -?Probabilistic Forecasting of Seasonal Time Series. -?Nonstatistical Methods for Analysis, Forecasting, and Mining Time Series. -?PMF Forecasting for Count Processes: A Comprehensive Performance Analysis. -?A Novel First-Order Autoregressive Moving Average Model to Analyze Discrete-Time Series Irregularly Observed. -?Part II Econometric and Forecasting. -?Using Natural Language Processing to Measure COVID-19-Induced Economic Policy Uncertainty for Canada and the USA. -?Asymptotic Expansions for Market Risk Assessment: Evidence in Energy and Commodity Indices. -?Predicting Housing Prices for Spanish Regions. -?Optimal Combination Forecast for Bitcoin Dollars Time Series. -?The Impact of the Hungarian Retail Debt Program. -?Predicting the Exchange Rate Path: The Importance of Using Up-to-Date Observations in the Forecasts. -?Part III Time Series Prediction Applications. -?Development of Algorithm for Forecasting System Software. -?Forecasting High-Frequency Electricity Demand in Uruguay. -?Day-Ahead Electricity Load Prediction Based on Calendar Features and Temporal Convolutional Networks. -?Network Security Situation Awareness Forecasting Based on Neural Networks. -?Part IV Advanced Applications in Time Series Analysis. -?Modeling Covid-19 Contagion Dynamics: Time-Series Analysis Across Different Countries and Subperiods. -?Diffusion of Renewable Energy for Electricity: An Analysis for Leading Countries. -?The State and Perspectives of Employment in the Water Transport System of the Republic of Croatia. -?Reversed STIRPAT Modeling: The Role of CO2 Emissions, Population, and Technology for a Growing Affluence.