PART 1. INTRODUCTION AND ANALYTICS MODELS -- Retraining and Reskilling Financial Participators in the Digital Age -- Basics of Financial Data Analytics -- Predictive Analytics Techniques: Theory and Applications in Finance -- Prescriptive Analytics Techniques: Theory and Applications in Finance...

Introduction -- Models of Financial Microeconometrics -- Modeling Financial Distress and Bankrupcy -- Accounting Research and Disclosure Microeconometrics -- The Microeconometrics of Corporate Governance -- Topics in Empirical Corporate Finance and Accounting

Chapter 1. Civilizations -- Part I. Applied Econometrics -- Chapter 2. A Different Approach to Deriving Price and Income Elasticities: Applications to Telecommunications -- Chapter 3. A Cross-Country Analysis of ICT: Diffusion & Global Competitiveness -- Chapter 4. Adoption of E-Commerce by...

Introduction -- The One-Way Error Component Regression Model -- The Two-Way Error Component Regression Model -- Test of Hypotheses with Panel Data -- Heteroskedasticity and Serial Correlation in the Error Component Model -- Seemingly Unrelated Regressions with Error Components -- Simultaneous...

Linear Econometric Models with Machine Learning -- Nonlinear Econometric Models with Machine Learning -- The Use of Machine Learning in Treatment Effect Estimation.-Forecasting with Machine Learning Methods.-Causal Estimation of Treatment Effects From Observational Health Care Data Using Machine...

Die Ökonometrie nimmt bei der empirischen Fundierung ökonomischer Hypothesen und Theorien eine herausragende Stellung ein. Dieses Lehrbuch vermittelt anwendungsreife Methoden; Beispiele aus den Bereichen der Wirtschaftstheorie dienen ihrer Illustration und bieten Anhaltspunkte für eine...

Response Models for Marketing Management -- Markets, Data, and Sales Drivers -- Market Response in Stationary Markets -- Design of Static Response Models -- Design of Dynamic Response Models -- Parameter Estimation and Model Testing -- Market Response in Evolving Markets -- Single Marketing Time...

Chapter 1: The Cobb-Douglas production function for an exponential model -- Chapter 2: Threshold Unit Root Tests with Smooth Transitions -- Chapter 3: Jump connectedness in the European foreign exchange market -- Chapter 4:Modeling Currency Exchange Data with Asymmetric Copula Functions --...

Introduction: Sources and Types of Big Data for Macroeconomic Forecasting -- Capturing Dynamic Relationships: Dynamic Factor Models -- Factor Augmented Vector Autoregressions, Panel VARs, and Global VARs -- Large Bayesian Vector Autoregressions -- Volatility Forecasting in a Data Rich...

Chapter 1. Introduction -- Chapter 2. Are Current Policies on Track to Eliminate Poverty? -- Chapter 3. How Mainstream Economics Works -- Chapter 4. Basic Principles to Understand Macroeconomics -- Chapter 5. Markets Alone Make No Development -- Chapter 6. Developing Countries in Global...