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AI and Financial Markets
AI and Financial Markets
Autore Hamori Shigeyuki
Pubbl/distr/stampa Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020
Descrizione fisica 1 online resource (230 p.)
Soggetto topico Economics, Finance, Business and Management
Soggetto non controllato agent based simulation
algorithmic trading
Artificial Intelligence
artificial market
asset allocation
ATR
autoencoder
blockchain
BlockCloud
CAR regulation
CfD
community finances
consensus algorithms
contract for difference
deep learning
deep reinforcement learning
economic policy
exchange rates
financial market simulation
fiscal flexibility
fundamentals
hidden markov model
individualized financial arrangements
interpretability
long short-term memory
LSTM
machine learning
neural network
neural networks
portfolio
prediction
price momentum
Q-learning
random forest
reinforcement learning
RL
simulation
Stop Loss
support vector machine
sustainable financial services
term structure of interest rates
text mining
topic model
Turtle
uncertainty
yield curve
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910557584903321
Hamori Shigeyuki  
Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Empirical Analysis of Natural Gas Markets
Empirical Analysis of Natural Gas Markets
Autore Hamori Shigeyuki
Pubbl/distr/stampa Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020
Descrizione fisica 1 online resource (200 p.)
Soggetto topico Economics, Finance, Business and Management
Soggetto non controllato bodily injury
BRICS
coal
connectedness
copula
CPI
crude oil
dynamic approaches
electricity
electricity utilities sector index
ESG
exchange rates
external cost
extreme gradient boosting
forecasting
foresting
frequency domain
futures
gas price
GDP
health
insurance
logistic regression
logistical regression
market integration
moving window
natural gas
natural gas market
neural networks
oil futures prices crashes
oil price
pipelines
property damage
random forests
renewable energy
spillover effect
spillover effects
spot
support vector machines
SVAR
time domain
time frequency dynamics
time-frequency dynamics
transmission
uncertainty
US macroeconomic aggregates
US natural gas crises
value-at-risk
XGboost
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910557304503321
Hamori Shigeyuki  
Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Empirical Finance / Shigeyuki Hamori
Empirical Finance / Shigeyuki Hamori
Autore Hamori Shigeyuki
Pubbl/distr/stampa Basel, Switzerland : , : MDPI, , 2019
Descrizione fisica 1 online resource (1 p.)
Soggetto non controllato text similarity; text mining; machine learning; SVM; neural network; LSTM; credit risk; ensemble learning; deep learning; bagging; random forest; boosting; deep neural network; causality-in-variance; cross-correlation function; housing and stock markets; algorithmic trading; take profit; stop loss; MACD; ATR; city banks; dependence structure; copula; n/a; market microstructure; price discovery; latency; currency crisis; random forests; wavelet transform; predictive accuracy; housing price; bank credit; housing loans; real estate development loans; TVP-VAR model; exchange rate; volatility; exports; ARDL; Vietnam; crude oil futures prices forecasting; convolutional neural networks; short-term forecasting; utility of international currency; inertia; liquidity risk premium; US dollar; Japanese yen; cointegration; statistical arbitrage; natural gas; wholesale electricity; futures market; spark spread; earnings management; earnings manipulation; earnings quality; initial public offering; IPO; asset pricing model; data mining; bankruptcy prediction; financial and non-financial variables; institutional investors' shareholdings; panel data model; piecewise regression model; global financial crisis; gold return; asymmetric dependence; financial market stress; robust regression; quantile regression; structural break; flight to quality
ISBN 9783038977070
3038977071
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910765753003321
Hamori Shigeyuki  
Basel, Switzerland : , : MDPI, , 2019
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Empirical Finance
Empirical Finance
Autore Hamori Shigeyuki
Pubbl/distr/stampa MDPI - Multidisciplinary Digital Publishing Institute, 2019
Descrizione fisica 1 online resource (276 p.)
Soggetto non controllato algorithmic trading
ARDL
asset pricing model
asymmetric dependence
ATR
bagging
bank credit
bankruptcy prediction
boosting
causality-in-variance
city banks
cointegration
convolutional neural networks
copula
credit risk
cross-correlation function
crude oil futures prices forecasting
currency crisis
data mining
deep learning
deep neural network
dependence structure
earnings management
earnings manipulation
earnings quality
ensemble learning
exchange rate
exports
financial and non-financial variables
financial market stress
flight to quality
futures market
global financial crisis
gold return
housing and stock markets
housing loans
housing price
inertia
initial public offering
institutional investors' shareholdings
IPO
Japanese yen
latency
liquidity risk premium
LSTM
MACD
machine learning
market microstructure
n/a
natural gas
neural network
panel data model
piecewise regression model
predictive accuracy
price discovery
quantile regression
random forest
random forests
real estate development loans
robust regression
short-term forecasting
spark spread
statistical arbitrage
stop loss
structural break
SVM
take profit
text mining
text similarity
TVP-VAR model
US dollar
utility of international currency
Vietnam
volatility
wavelet transform
wholesale electricity
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910346675203321
Hamori Shigeyuki  
MDPI - Multidisciplinary Digital Publishing Institute, 2019
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Global linkages and economic rebalancing in East Asia [[electronic resource] /] / edited by Takuji Kinkyo, Yoichi Matsubayashi, Shigeyuki Hamori
Global linkages and economic rebalancing in East Asia [[electronic resource] /] / edited by Takuji Kinkyo, Yoichi Matsubayashi, Shigeyuki Hamori
Autore Kinkyo Takuji
Pubbl/distr/stampa Singapore ; ; Hackensack, NJ, : World Scientific Publishing Co. Pte. Ltd., c2013
Descrizione fisica 1 online resource (234 p.)
Disciplina 337.95
Altri autori (Persone) HamoriShigeyuki <1959->
KinkyoTakuji
MatsubayashiYoichi
Soggetto topico Economic development - East Asia
ISBN 1-299-28124-9
981-4412-85-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto CONTENTS; About the Editors; Introduction; Part 1. Business Cycle Synchronization; Part 2. Effects of Policy and Institutional Changes; Part 3. Challenges to China's Rebalancing and Sustainable Growth; Acknowledgment; References; Chapter 1 Decoupling - A Re-Examination Hiroshi Tsubouchi and Hideaki Matsuoka; 1. Introduction; 2. Looking Back at the World Economy Since 1990's; 2.1. 1990's - before the Asian financial crisis; 2.2. First half of the 2000's - before the global financial crisis; 2.3. The latter half of the 2000's - after the global financial crisis; 3. Factors Affecting Decoupling
4. Methodology 5. Decomposition of the Forecast Variance; 6. Conclusion; 7. Supplementary Discussion - Why is a Time-varying Parameter Model Used?; Acknowledgments; References; Chapter 2 Business Cycle Synchronization and Production Fragmentation in East Asia Fumihide Takeuchi; 1. Introduction; 2. Related Literature; 3. The Correlation of Business Cycles and Fragmentation; 3.1. Business cycle synchronization in East Asia and in major advanced countries; 3.2. Fragmentation of production in East Asia and Japan/the United States
3.3. Changes in the economic environment after the Asian financial crisis 4. Structural FAVAR; 4.1. Model; 4.2. Data and model selection; 4.3. Empirical Results; 4.3.1. Variance decomposition; 4.3.2. Examination of the factors; 5. Conclusion; References; Chapter 3 Financial Market Linkage in East Asian Countries Kyosuke Shiotani and Yoichi Matsubayashi; 1. Introduction; 2. Literature Review; 3. Methodologies: Bayesian Network Model; 4. Empirical Evidence; 4.1. Data; 4.2. Empirical study; 5. Conclusion; Appendix: Concept and Structure of Bayesian Network; A.1. Basic concept
A.2. Parameter estimation A.3. Learning the Bayesian network; References; Chapter 4 The Impact of East Asian FTAS on the Structure of Demand Hikari Ban; 1. Introduction; 2. Framework and Data; 2.1. CGE and I-O analysis; 2.2. The GTAP model; 2.3. The I-O model; 2.4. Database; 3. CGE Analysis; 3.1. Simulation scenario; 3.2. Simulation results; 4. Input-Output Analysis; 4.1. Dependence on foreign final demand; 4.2. Ripple effects; 5. Conclusion; Appendix; References
Chapter 5 Inflation Targeting in South Korea, Indonesia, the Philippines and Thailand: The Impact on Business Cycle Synchronization Between Each Country and the World Takeshi Inoue, Yuki Toyoshima and Shigeyuki Hamori1. Introduction; 2. Background and Features of IT in the Four Asian Countries; 2.1. South Korea; 2.2. Indonesia; 2.3. The Philippines; 2.4. Thailand; 2.5. Effectiveness of IT in the four Asian countries; 3. Literature Review; 4. Impact of IT Adoption on Business Cycle Synchronization with the Rest of the World; 4.1. Empirical techniques; 4.2. Data; 4.3. Empirical results
5. Conclusion
Record Nr. UNINA-9910792056203321
Kinkyo Takuji  
Singapore ; ; Hackensack, NJ, : World Scientific Publishing Co. Pte. Ltd., c2013
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Introduction of the euro and the monetary policy of the European Central Bank [[electronic resource] /] / Shigeyuki Hamori, Naoko Hamori
Introduction of the euro and the monetary policy of the European Central Bank [[electronic resource] /] / Shigeyuki Hamori, Naoko Hamori
Autore Hamori Shigeyuki <1959->
Pubbl/distr/stampa Singapore ; ; Hackensack, NJ, : World Scientific Pub. Co., c2010
Descrizione fisica 1 online resource (xx, 199 p. ) : ill
Disciplina 339.5/3094
Altri autori (Persone) HamoriNaoko
Soggetto topico Monetary policy - European Union countries
Euro area
ISBN 1-282-75760-1
9786612757600
981-283-843-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 1. History of the EU Monetary Union. 1.1. Introduction. 1.2. Various experiments toward achieving the Monetary Union. 1.3. Contents of the Monetary Union. 1.4. EMI roles. 1.5. Decision process on state participation in the Monetary Union. 1.6. General overview -- 2. Empirical analysis of the money demand function in the Euro area. 2.1. Introduction. 2.2. Model. 2.3. Aggregate data analysis. 2.4. Panel data analysis. 2.5. Some concluding remarks -- 3. Monetary policy rule of the European Central Bank. 3.1. Introduction. 3.2. The Taylor rule. 3.3. Data. 3.4. Empirical results. 3.5. Some concluding remarks -- 4. Empirical analysis of the term structure of interest rates in the presence of cross-section dependence. 4.1. Introduction. 4.2. Model. 4.3. Data. 4.4. Empirical results. 4.5. Some concluding remarks -- 5. Are budget deficits sustainable in the Euro area? 5.1. Introduction. 5.2. Model. 5.3. Data. 5.4. Empirical results. 5.5. Some concluding remarks -- 6. Yield spread and output growth in the Euro area. 6.1. Introduction. 6.2. Models. 6.3. Aggregate data analysis. 6.4. Panel data analysis. 6.5. Some concluding remarks -- 7. International capital flows and the Feldstein-Horioka paradox. 7.1. Introduction. 7.2. Data. 7.3. Empirical model. 7.4. Empirical results. 7.5. Sub-sample analysis. 7.6. Some concluding remarks -- 8. Nominal and real exchange rate fluctuations : Euro, US dollar, and Japanese yen. 8.1. Introduction. 8.2. Data. 8.3. Bivarate system. 8.4. Trivariate system. 8.5. Some concluding remarks -- 9. Euro area enlargement. 9.1. Introduction. 9.2. Existing EU member state group. 9.3. Accession countries. 9.4. EMU participants. 9.5. ERM II participants. 9.6. Countries that are not ERM II participants. 9.7. Outlook for the future.
Record Nr. UNINA-9910780895203321
Hamori Shigeyuki <1959->  
Singapore ; ; Hackensack, NJ, : World Scientific Pub. Co., c2010
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui