Modern business development and financial reporting: exploring the effect of corporate governance on the value relevance of accounting information—evidence from the Greek listed firms
Neural Networks
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Operational Research 2022 vol. 22 issue 3 No 43 2879-2897
Value Relevance ; Corporate Governance ; Neural Networks ; Panel Data Regression ; Accounting Information (search for similar items in EconPapers)
Comparison of statistical and machine learning methods for daily SKU demand forecasting
Neural Networks
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Operational Research 2022 vol. 22 issue 3 No 48 3037-3061
Forecasting accuracy ; SKU demand ; Neural networks ; Regression trees ; Cross-learning (search for similar items in EconPapers)
Modern business development and financial reporting: exploring the effect of corporate governance on the value relevance of accounting information—evidence from the Greek listed firms
Neural Networks
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Operational Research 2022 vol. 22 issue 3 No 43 2879-2897
Value Relevance ; Corporate Governance ; Neural Networks ; Panel Data Regression ; Accounting Information (search for similar items in EconPapers)
Comparison of statistical and machine learning methods for daily SKU demand forecasting
Neural Networks
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Operational Research 2022 vol. 22 issue 3 No 48 3037-3061
Forecasting accuracy ; SKU demand ; Neural networks ; Regression trees ; Cross-learning (search for similar items in EconPapers)
Modern business development and financial reporting: exploring the effect of corporate governance on the value relevance of accounting information—evidence from the Greek listed firms
Neural Networks
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Operational Research 2022 vol. 22 issue 3 No 43 2879-2897
Value Relevance ; Corporate Governance ; Neural Networks ; Panel Data Regression ; Accounting Information (search for similar items in EconPapers)
Comparison of statistical and machine learning methods for daily SKU demand forecasting
Neural Networks
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Operational Research 2022 vol. 22 issue 3 No 48 3037-3061
Forecasting accuracy ; SKU demand ; Neural networks ; Regression trees ; Cross-learning (search for similar items in EconPapers)
Modern business development and financial reporting: exploring the effect of corporate governance on the value relevance of accounting information—evidence from the Greek listed firms
Neural Networks
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Operational Research 2022 vol. 22 issue 3 No 43 2879-2897
Value Relevance ; Corporate Governance ; Neural Networks ; Panel Data Regression ; Accounting Information (search for similar items in EconPapers)
Comparison of statistical and machine learning methods for daily SKU demand forecasting
Neural Networks
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Operational Research 2022 vol. 22 issue 3 No 48 3037-3061
Forecasting accuracy ; SKU demand ; Neural networks ; Regression trees ; Cross-learning (search for similar items in EconPapers)
Modern business development and financial reporting: exploring the effect of corporate governance on the value relevance of accounting information—evidence from the Greek listed firms
Neural Networks
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Operational Research 2022 vol. 22 issue 3 No 43 2879-2897
Value Relevance ; Corporate Governance ; Neural Networks ; Panel Data Regression ; Accounting Information (search for similar items in EconPapers)
Comparison of statistical and machine learning methods for daily SKU demand forecasting
Neural Networks
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Operational Research 2022 vol. 22 issue 3 No 48 3037-3061
Forecasting accuracy ; SKU demand ; Neural networks ; Regression trees ; Cross-learning (search for similar items in EconPapers)
Modern business development and financial reporting: exploring the effect of corporate governance on the value relevance of accounting information—evidence from the Greek listed firms
Neural Networks
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Operational Research 2022 vol. 22 issue 3 No 43 2879-2897
Value Relevance ; Corporate Governance ; Neural Networks ; Panel Data Regression ; Accounting Information (search for similar items in EconPapers)
Comparison of statistical and machine learning methods for daily SKU demand forecasting
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs12351-020-00605-2;h=repec:spr:operea:v:22:y:2022:i:3:d:10.1007_s12351-020-00605-2
Operational Research 2022 vol. 22 issue 3 No 48 3037-3061
Forecasting accuracy ; SKU demand ; Neural networks ; Regression trees ; Cross-learning (search for similar items in EconPapers)
Modern business development and financial reporting: exploring the effect of corporate governance on the value relevance of accounting information—evidence from the Greek listed firms
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs12351-021-00637-2;h=repec:spr:operea:v:22:y:2022:i:3:d:10.1007_s12351-021-00637-2
Operational Research 2022 vol. 22 issue 3 No 43 2879-2897
Value Relevance ; Corporate Governance ; Neural Networks ; Panel Data Regression ; Accounting Information (search for similar items in EconPapers)
Comparison of statistical and machine learning methods for daily SKU demand forecasting
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs12351-020-00605-2;h=repec:spr:operea:v:22:y:2022:i:3:d:10.1007_s12351-020-00605-2
Operational Research 2022 vol. 22 issue 3 No 48 3037-3061
Forecasting accuracy ; SKU demand ; Neural networks ; Regression trees ; Cross-learning (search for similar items in EconPapers)
Reinforcement learning for logistics and supply chain management: Methodologies state of the art and future opportunities
Data Science
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Transportation Research Part E: Logistics and Transportation Review 2022 vol. 162 issue C
Reinforcement learning ; Logistics ; Supply chain ; Markov decision process ; Q-learning ; Actor-critic methods ; Neural network (search for similar items in EconPapers)
Beating the market? A mathematical puzzle for market efficiency
Trading Strategies
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Decisions in Economics and Finance 2022 vol. 45 issue 1 No 11 279-325
Technical analysis ; Efficient market hypothesis ; Robust positive expectation property ; Simultaneously long short trading ; Control-based trading strategies ; 91G10 ; 91G99 ; 91B70 (search for similar items in EconPapers)
Is Positive Sentiment in Corporate Annual Reports Informative? Evidence from Deep Learning Cash holdings and credit risk
Deep Learning
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Review of Asset Pricing Studies 2021 vol. 11 issue 4 762-805
THE DEED OF THE INTELLIGENT NON-HUMAN ENTITY - CROSSROADS IN THE GENERAL THEORY OF LEGAL RESPONSIBILITY
Artificial Intelligence
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FIAT IUSTITIA 2021 vol. 15 issue 2 121-140
the deed of non-human entity ; Artificial Intelligence (AI) ; concept of personin-law ; liability ; conceptual changes in the structure and definition of legal responsibility (search for similar items in EconPapers)
Clustering multicollinearity and singular vectors
Machine Learning
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Computational Statistics & Data Analysis 2022 vol. 173 issue C
Collinearity ; Clustering ; Subset selection ; Machine learning (search for similar items in EconPapers)
Effective and interpretable dispatching rules for dynamic job shops via guided empirical learning
Machine Learning
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Omega 2022 vol. 111 issue C
Scheduling ; Dynamic Job Shop ; Dispatching Rules ; Genetic Programming (search for similar items in EconPapers)
Machine Learning
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Production and Operations Management 2022 vol. 31 issue 5 1909-1911
Uncovering Heterogeneous Regional Impacts of Chinese Monetary Policy
Machine Learning
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No 62 WiSo-HH Working Paper Series from University of Hamburg Faculty of Business Economics and Social Sciences WISO Research Laboratory
China ; monetary policy ; regional heterogeneity ; machine learning ; shadow banking (search for similar items in EconPapers)
Double/debiased machine learning for logistic partially linear model The state of applied econometrics: Causality and policy evaluation
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1093%2Fectj%2Futab019;h=repec:oup:emjrnl:v:24:y:2021:i:3:p:559-588.
Econometrics Journal 2021 vol. 24 issue 3 559-588
Logistic partially linear model ; double machine learning ; double robustness ; regularized regression ; calibration (search for similar items in EconPapers)
Sparse covariance estimation in logit mixture models Learning structure in nested logit models
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1093%2Fectj%2Futab008;h=repec:oup:emjrnl:v:24:y:2021:i:3:p:377-398.
Econometrics Journal 2021 vol. 24 issue 3 377-398
Discrete choice ; logit mixture models ; sparse covariance estimation ; algorithmic model selection ; machine learning (search for similar items in EconPapers)
Optimized Machine Learning Algorithms for Investigating the Relationship Between Economic Development and Human Capital
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs10614-021-10194-7;h=repec:kap:compec:v:60:y:2022:i:1:d:10.1007_s10614-021-10194-7
Computational Economics 2022 vol. 60 issue 1 No 14 347-373
Economic development ; Human capital ; Production ; Optimized hyperparameters ; SVM ; GPR (search for similar items in EconPapers)
Concurrent neural network: a model of competition between times series
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs10479-021-04253-3;h=repec:spr:annopr:v:313:y:2022:i:2:d:10.1007_s10479-021-04253-3
Annals of Operations Research 2022 vol. 313 issue 2 No 16 945-964
High dimensional times series ; Multivariate count times series ; Non-stationnary times series ; Sales forecasting ; Cannibalization ; Competition modeling ; E-commerce data (search for similar items in EconPapers)
General or specific abilities? Evidence from 33 countries participating in the PISA assessments
Factor Model
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0160289622000344;h=repec:eee:intell:v:92:y:2022:i:c:s0160289622000344
Intelligence 2022 vol. 92 issue C
Bifactor model ; S-1 model ; Scaling of large-scale assessments ; PISA ; General ability (search for similar items in EconPapers)
Measuring market integration during crisis periods
Factor Model
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS1042443122000440;h=repec:eee:intfin:v:78:y:2022:i:c:s1042443122000440
Journal of International Financial Markets Institutions and Money 2022 vol. 78 issue C
Market integration ; Financial crisis ; Contagion ; Factor heteroscedasticity (search for similar items in EconPapers)
Single Versus Multiple Deprivations Among Children in India
Logistic Regression
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Indian Journal of Human Development 2022 vol. 16 issue 1 97-118
Child deprivation ; Bristol method ; multiple deprivation ; single deprivation monetary measure ; non-monetary measure (search for similar items in EconPapers)
Effects of the COVID-19 Pandemic on the Lives of Women with Different Socioeconomic Backgrounds and Victimization Experiences in Portugal
Logistic Regression
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Social Sciences 2022 vol. 11 issue 6 1-13
COVID-19 ; pandemic ; violence against women ; social impact ; cultural characteristics ; Portugal (search for similar items in EconPapers)
Travel mode choice as a representation of travel utility: A multilevel approach reflecting the hierarchical structure of trip individual and neighborhood characteristics
Logistic Regression
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Papers in Regional Science 2022 vol. 101 issue 3 745-765
Predicting funded research project performance based on machine learning
Prediction Model
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Research Evaluation 2022 vol. 31 issue 2 257-270
research and development ; project output prediction ; commercialization ; artificial intelligence ; autoML (search for similar items in EconPapers)
Concepts‐based Accounting Standards
Neural Networks
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Abacus 2022 vol. 58 issue 2 209-232
Large mixed-frequency VARs with a parsimonious time-varying parameter structure Tracking the slowdown in long-run GDP growth
Forecasting Model
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1093%2Fectj%2Futab001;h=repec:oup:emjrnl:v:24:y:2021:i:3:p:442-461.
Econometrics Journal 2021 vol. 24 issue 3 442-461
Bayesian methods ; time-varying intercepts ; common stochastic volatility ; forecasting ; real-time data ; COVID-19 case study (search for similar items in EconPapers)
Seasonality and momentum across national equity markets
Trading Strategies
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS1062940822000584;h=repec:eee:ecofin:v:61:y:2022:i:c:s1062940822000584
The North American Journal of Economics and Finance 2022 vol. 61 issue C
Seasonality ; Momentum ; Parametric trading strategy ; National equity markets (search for similar items in EconPapers)
Institutional Herding: Causality and Persistence
Trading Strategies
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IIM Kozhikode Society & Management Review 2022 vol. 11 issue 2 183-194
Herding ; causality ; institutional investors ; emerging markets (search for similar items in EconPapers)
Calendar anomalies in passion investments: Price patterns and profit opportunities
Trading Strategies
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Research in International Business and Finance 2022 vol. 61 issue C
Diamonds ; Fine wine ; Stamps ; Fine art ; Calendar anomalies ; Trading strategies (search for similar items in EconPapers)
Liquidity Shocks Price Volatilities and Risk-managed Strategy: Evidence from Bitcoin and Beyond
Trading Strategies
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS1042444X22000019;h=repec:eee:mulfin:v:64:y:2022:i:c:s1042444x22000019
Journal of Multinational Financial Management 2022 vol. 64 issue C
Liquidity shocks ; Price volatilities ; Risk-managed trading strategy ; Cryptocurrencies (search for similar items in EconPapers)
Trading behavior in bitcoin futures: Following the “smart money”
Trading Strategies
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fdoi.org%2F10.1002%2Ffut.22332;h=repec:wly:jfutmk:v:42:y:2022:i:7:p:1304-1323
Journal of Futures Markets 2022 vol. 42 issue 7 1304-1323
Optimal solution of the liquidation problem under execution and price impact risks
Trading Strategies
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F14697688.2022.2047219;h=repec:taf:quantf:v:22:y:2022:i:6:p:1037-1049
Quantitative Finance 2022 vol. 22 issue 6 1037-1049
Multinomial modeling methods: Predicting four decades of international banking crises
Gradient Boosting
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0939362522000413;h=repec:eee:ecosys:v:46:y:2022:i:2:s0939362522000413
Economic Systems 2022 vol. 46 issue 2
Banking crises ; Early warning signal ; Forecasting ; Leading indicators ; Machine learning ; Multinomial modeling ; Panel data (search for similar items in EconPapers)
An Active Learning Algorithm Based on the Distribution Principle of Bhattacharyya Distance
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fwww.mdpi.com%2F2227-7390%2F10%2F11%2F1927%2Fpdf;h=repec:gam:jmathe:v:10:y:2022:i:11:p:1927-:d:831586
Mathematics 2022 vol. 10 issue 11 1-15
machine learning classification ; bhattacharyya distance ; active learning (search for similar items in EconPapers)
An Empirical Analysis Using Machine Learning to Identify Features Influencing the Green Economy of India
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fjournals.sagepub.com%2Fdoi%2F10.1177%2F22786821221082611;h=repec:sae:jjlobr:v:11:y:2022:i:1:p:7-23
Jindal Journal of Business Research 2022 vol. 11 issue 1 7-23
Green economy ; sustainable development ; green GDP ; dimension reduction ; machine learning (search for similar items in EconPapers)
Stock market prediction based on adaptive training algorithm in machine learning
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F14697688.2022.2041208;h=repec:taf:quantf:v:22:y:2022:i:6:p:1133-1152
Quantitative Finance 2022 vol. 22 issue 6 1133-1152
Application of machine-learning models to estimate regional input coefficients and multipliers
Machine Learning
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Spatial Economic Analysis 2022 vol. 17 issue 2 178-205
Designing a hybrid reinforcement learning based algorithm with application in prediction of the COVID-19 pandemic in Quebec
Machine Learning
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Annals of Operations Research 2022 vol. 312 issue 2 No 24 1305 pages
COVID-19 pandemic ; SARS-Cov-2 ; Reinforcement learning ; SIDARTHE ; Machine learning (search for similar items in EconPapers)
A DEA and random forest regression approach to studying bank efficiency and corporate governance
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F01605682.2021.1907239;h=repec:taf:tjorxx:v:73:y:2022:i:6:p:1258-1277
Journal of the Operational Research Society 2022 vol. 73 issue 6 1258-1277
Impact of financial development and internet use on export growth: New evidence from machine learning models
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0275531922000319;h=repec:eee:riibaf:v:61:y:2022:i:c:s0275531922000319
Research in International Business and Finance 2022 vol. 61 issue C
Financial development ; Internet use ; Export ; Machine-learning models (search for similar items in EconPapers)
Applications of machine learning methods in port operations – A systematic literature review
Machine Learning
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Transportation Research Part E: Logistics and Transportation Review 2022 vol. 161 issue C
Seaport ; Port ; Machine learning ; Data analytics ; Systematic literature review ; Container terminals (search for similar items in EconPapers)
Using machine learning to analyze the impact of coronavirus pandemic news on the stock markets in GCC countries
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0275531922000551;h=repec:eee:riibaf:v:61:y:2022:i:c:s0275531922000551
Research in International Business and Finance 2022 vol. 61 issue C
COVID-19 ; Machine-learning ; STOCK MARKETS ; GCC (search for similar items in EconPapers)