Machine Learning for Econometrics and Related Topics

Chapter 1 An Invitation to Wasserstein Distance in Financial Risk Measures

Chapter 2 What Makes a Good Model?

Chapter 3 Quantifying Fairness and Discrimination in Predictive Models

Chapter 4 Slow-Growing Trees

Chapter 5 Metrics on Probability Distributions Through Optimal Commuting Maps

Chapter 6 Using Machine Learning Methods to Estimate the Gender Wage Gap

Chapter 7 Forecasting Market Index of Stock Exchange of Thailand, Malaysia, and Singapore with the Gaussian Process Regression Model

Chapter 8 The a Priori Procedure (APP) for Estimating Regression Coefficients in Multiple Linear Model with Skew Normal Errors

Chapter 9 Why Rectified Linear Unit Is Efficient in Machine Learning: One More Explanation

Chapter 10 Why Shapley Value and Its Variants Are Useful in Machine Learning (and in Other Applications)

Chapter 11 A Possible Common Mechanism Behind Skew Normal Distributions in Economics and Hydraulic Fracturing-Induced Seismicity

Chapter 12 Why Quantile Regression Works Well in Economics: A Partial Explanation

Chapter 13 Trade with Heterogeneous Firms, Distance, and Time: An Analysis of Latin American and the Caribbean (LAC) Manufacturing Firms

Chapter 14 Analysis and Prediction of Suitable Model for Coconut Production Estimates in South Indian States

Chapter 15 Portfolio Management of SET50 Stocks Using Deep Reinforcement Learning Methods

Chapter 17 Effects of Household Income and Parental Absence on Investment in Child Education in Thailand: Evidence from Quantile-on-Quantile Approach

Chapter 18 The Spatial Spillover Effects of Transportation Infrastructure on Economic Development in China

Chapter 19 Analyzing the Survival Probability of Community Enterprise Under the Situation of the COVID-19 Pandemic in Northern Thailand

Chapter 20 Bayesian Consideration for Trust in Ewom: Evidence from Vietnam

Chapter 21 An Application of Explainable Artificial Intelligence in Credit Scoring

Chapter 22 Assessing Strategies for Adaption to Survive the COVID-19 Situation of OTOP Operators in Thailand

Chapter 23 The Effects of Oil Shocks on Inflation in Leading Crude Oil Importing Countries: Non-linear Autoregressive Distributed Lag

Chapter 24 Contagion Effects Among Selected Asian Stock Markets During the COVID-19 Pandemic: A Dynamic Conditional Correlation Approach

Chapter 25 The Nexus of the Nikkei 225, Gold, and Crude Oil. Do They Have a Co-movement in the Long Run? New Evidence for Cointegration from the Autoregressive Distributed Lag Bounds Test

Chapter 26 Does Contract Farming Improve Farmers’ Income? The Case of Pineapple Farmers in Nong Khai and Loei, Thailand

Chapter 27 Implications of Aging Population and Health Spending for Thai Economic Growth

Chapter 28 Portfolio Management Decision Support System Using Cryptocurrencies and Traditional Assets in Indian Context

Chapter 29 Environmental, Social, and Governance (ESG) Ratings and Stock Mispricing: A Moderated Mediation Model

Chapter 30 The Role of Socio-Demographics and Aging Society on the Change of Agricultural Labor in ASEAN

Chapter 31 Prediction of Financial Contagion and Spillover Effects of the US Financial Crisis Using Google Index

Chapter 32 The Impact of China-United States Trade War on the Relationship Among the Exchange Rates: The Case of China, Korea, and Japan