Modeling and Advanced Techniques in Modern Economics

Edited by Çağdaş Hakan Aladağ and Nihan Potas

in World Scientific Books from World Scientific Publishing Co. Pte. Ltd.

Abstract: In the modern world, data is a vital asset for any organization, regardless of industry or size. The world is built upon data. However, data without knowledge is useless. The aim of this book, briefly, is to introduce new approaches that can be used to shape and forecast the future by combining the two disciplines of Statistics and Economics.

Keywords: Harmonic Regression; Periodograms; Consumer Price Index; Food Inflation; Turkey; Gaussian Distribution; Europe Union; GDP; Panel Data; Spatial Regression; Measurement Errors; Nonlinear Time Series; Chaotic Time Series; Weibull Distribution; Location Parameters; Fiducial Approach; Hypothesis Testing; Green Swan; Financial Stability; Annex II Countries; Financial Time Series; Kernels; Stock Index; Machine Learning; Statistical Learning; Optimization; WSAR Algorithm; Deep Neural Networks; Phyton; Parameter Estimation; COVID-19; Clustering Analyses; Artificial Neural Networks; Performance Criteria; Time Series Forecasting; Statistical Inference (search for similar items in EconPapers)
JEL-codes: C1 C4 C5 C6 C63 (search for similar items in EconPapers)
Date: 2022
ISBN: 9781800611740
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https://www.worldscientific.com/worldscibooks/10.1142/q0346 (text/html)
Ebook Access is available upon purchase

Chapters in this book:

Ch 1 Smart Growth Developments of European Union Members by Europe 2020 Strategy , pp 1-22

Şahika Gökmen and Johan Lyhagen

Ch 2 Spatial Regression Model Specification and Measurement Errors , pp 23-45

Anıl Eralp and Rukiye Dağalp

Ch 3 Determining Harmonic Fluctuations in Food Inflation , pp 47-66

Yılmaz Akdi, Kamil Demirberk Ünlü, Cem Baş and Yunus Emre Karamanoğlu

Ch 4 Nonlinear and Chaotic Time Series Analysis , pp 67-104

Baki Ünal and Çağdaş Hakan Aladağ

Ch 5 A Fiducial-based Test for the Equality of Location Parameters , pp 105-126

Gamze Güven, Özge Gürer, Hatice Samkar and Birdal Şenoğlu

Ch 6 Understanding the Effects of Green Swan Events on Financial Stability: Annex II Countries and Turkey , pp 127-160

Şenay Açıkgöz and Şahika Gökmen

Ch 7 Forecasting the BIST 100 Index with Support Vector Machines , pp 161-171

Kamil Demirberk Ünlü, Nihan Potas and Mehmet Ylmaz

Ch 8 Multiple Objective Optimization with Weighted Superposition Attraction–Repulsion (moWSAR) Algorithm , pp 173-185

Adil Baykasoğlu

Ch 9 Time Series Modeling with Deep Neural Networks , pp 187-209

Çağatay Bal and Çağdaş Hakan Aladağ

Ch 10 An Extension of the Inverse Gaussian Distribution , pp 211-219

Talha Arslan

Ch 11 Clustering Eurozone Countries According to Employee Contributions Before and After COVID-19 , pp 221-232

Hüseyin Ünözkan, Nihan Potas and Mehmet Yılmaz

Ch 12 Criteria for Best Architecture Selection in Artificial Neural Networks , pp 233-294

Çağatay Bal and Serdar Demir

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