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E-book

Title Advances in econometrics, operational research, data science and actuarial studies : techniques and theories / M. Kenan Terzioğlu, editor
Published Cham : Springer, [2022]
©2022

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Description 1 online resource (xxxiv, 591 pages : illustrations (chiefly color))
Series Contributions to economics, 2197-7178
Contributions to economics. 2197-7178
Contents The Cobb-Douglas production function for an exponential model -- Threshold Unit Root Tests with Smooth Transitions -- Jump connectedness in the European foreign exchange market -- Modeling Currency Exchange Data with Asymmetric Copula Functions -- The Joint Tests of the Parity Conditions: Evidence from a Small Open Economy -- Stochastic volatility models with endogenous breaks in volatility forecasting -- Effect in Quality Control Based of Hotelling T2 and CUSUM Control Chart Hakan EYGÜ -- A Robust Regression Method Based on Pearson Type VI Distribution -- Discrete Volatilities of Listed Real Estate Funds -- Have Commodity Markets Political Nature? -- A Nonlinear Panel ARDL Analysis of Pollution Haven/ Halo Hypothesis -- An Investigation of Asymmetries in Exchange Rate Pass-through to Domestic Prices -- Investigation of the Country-Specific Factors for URAP -- The Impact of Outsourcing and Innovation on Industry 4.0 -- Subjective Well-Being of Poor Households -- Formation of a Fishing and Aquaculture Cluster as a Tool for Regional Competitiveness -- A Path Analysis of Learning Approaches, Personality Types and Self-Efficacy -- Emotions Mining Research Framework: Higher Education in the Pandemic Context -- Uncertain Super-Efficiency Data Envelopment Analysis -- Using Data Mining Techniques for Designing Patient-Friendly Hospitals -- Sustainability Transition Through Awareness to Promote Environmental Efficiency -- Data Mining Approach in Personnel Selection: The Case of the IT Department -- A Possibilistic Programming Approach to Portfolio Optimization Problem Under Fuzzy Data -- A Hybrid Fuzzy MCDM Approach for ESCO Selection -- Are NBA Players' Salaries in Accordance with Their Performance on Court? -- Financial Distress Prediction Using Support Vector Machines and Logistic Regression -- Predicting Stock Returns: ARMAX versus Machine Learning -- Analysing the Residential Market Using Self-Organizing Map -- Advanced Car Price Modelling and Prediction -- Impact of Outlier-Adjusted Lee-Carter Model on the Valuation of Life Annuities -- Optimal Life Insurance and Annuity Demand with Jump Diffusion and Regime Switching -- Prediction of Claim Probability with Excess Zeros -- Risk Classification in Nonlife Insurance Premium Ratemaking -- Insurance Investments Management--An Example of a Small Transition Country
Summary This volume presents techniques and theories drawn from mathematics, statistics, computer science, and information science to analyze problems in business, economics, finance, insurance, and related fields. The authors present proposals for solutions to common problems in related fields. To this end, they are showing the use of mathematical, statistical, and actuarial modeling, and concepts from data science to construct and apply appropriate models with real-life data, and employ the design and implementation of computer algorithms to evaluate decision-making processes. This book is unique as it associates data science - data-scientists coming from different backgrounds - with some basic and advanced concepts and tools used in econometrics, operational research, and actuarial sciences. It, therefore, is a must-read for scholars, students, and practitioners interested in a better understanding of the techniques and theories of these fields
Notes Online resource; title from PDF title page (SpringerLink, viewed January 31, 2022)
Subject Econometrics.
Operations research.
Actuarial science.
Operations Research
Actuarial science
Econometrics
Operations research
Form Electronic book
Author Terzioğlu, M. Kenan, editor
ISBN 9783030852542
3030852547