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Book
Uncertainty Quantification Techniques in Statistics
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ISBN: 3039285475 3039285467 Year: 2020 Publisher: MDPI - Multidisciplinary Digital Publishing Institute

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Abstract

Uncertainty quantification (UQ) is a mainstream research topic in applied mathematics and statistics. To identify UQ problems, diverse modern techniques for large and complex data analyses have been developed in applied mathematics, computer science, and statistics. This Special Issue of Mathematics (ISSN 2227-7390) includes diverse modern data analysis methods such as skew-reflected-Gompertz information quantifiers with application to sea surface temperature records, the performance of variable selection and classification via a rank-based classifier, two-stage classification with SIS using a new filter ranking method in high throughput data, an estimation of sensitive attribute applying geometric distribution under probability proportional to size sampling, combination of ensembles of regularized regression models with resampling-based lasso feature selection in high dimensional data, robust linear trend test for low-coverage next-generation sequence data controlling for covariates, and comparing groups of decision-making units in efficiency based on semiparametric regression.


Book
Energy Economics and Policy in Developed Countries
Author:
Year: 2020 Publisher: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute

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Abstract

This collected volume consists of high-quality research covering a wide range of topics related to energy economics and politics in developed countries. The papers are informative on how to encourage sustainable development and facilitate financing technology development, transfer, and applications to mitigate climate change. Air pollution, environmental regulations, green energy, energy certificates, transmission rights, and power generation are among the energy-related topic analyzed by the contributions included in this Special Issue.

Keywords

Research & information: general --- environmental regulations --- employment --- manufacturing --- act on low-carbon green growth --- labor productivity --- Korea --- Dutch disease --- natural gas --- event study --- real exchange rate --- announcements --- currency appreciation --- export --- expectations --- carbon emission efficiency --- regional differences --- influencing factors --- the Modified undesirable EBM DEA model --- Tobit model --- energy performance certificates --- PV energy cost --- PV energy savings --- house prices --- environmental regulation --- oil prices --- stock prices --- panel data analysis --- ARDL --- financial sector --- water-energy-land nexus --- environmental policy integration --- policy analysis --- European Union --- green finance --- green investment --- green credit guarantee scheme --- community-based trust funds --- renewable energy --- Export-led growth --- economic growth --- Angola --- energy efficiency --- time-variant efficiency --- true fixed-effects model --- four components stochastic frontier model --- determinants of inefficiency --- Chinese provinces --- utilization efficiency --- data envelopment analysis --- undesirable output model --- bad output --- grey prediction model --- energy economics --- financial transmission rights (FTR) --- FTR auction --- FTR path evaluation --- electric market --- item response theory (IRT) --- psychometrics --- power generation --- electrical subsystems --- time series --- environmental degradation goal --- economic growth goal --- mean group analysis --- weighted scoring method --- electric buses --- zero-emission buses (ZEB) --- clean buses --- EU policy --- zero emission policy --- green energy --- city management --- simulation model --- strategy --- sustainable development --- environmental regulations --- employment --- manufacturing --- act on low-carbon green growth --- labor productivity --- Korea --- Dutch disease --- natural gas --- event study --- real exchange rate --- announcements --- currency appreciation --- export --- expectations --- carbon emission efficiency --- regional differences --- influencing factors --- the Modified undesirable EBM DEA model --- Tobit model --- energy performance certificates --- PV energy cost --- PV energy savings --- house prices --- environmental regulation --- oil prices --- stock prices --- panel data analysis --- ARDL --- financial sector --- water-energy-land nexus --- environmental policy integration --- policy analysis --- European Union --- green finance --- green investment --- green credit guarantee scheme --- community-based trust funds --- renewable energy --- Export-led growth --- economic growth --- Angola --- energy efficiency --- time-variant efficiency --- true fixed-effects model --- four components stochastic frontier model --- determinants of inefficiency --- Chinese provinces --- utilization efficiency --- data envelopment analysis --- undesirable output model --- bad output --- grey prediction model --- energy economics --- financial transmission rights (FTR) --- FTR auction --- FTR path evaluation --- electric market --- item response theory (IRT) --- psychometrics --- power generation --- electrical subsystems --- time series --- environmental degradation goal --- economic growth goal --- mean group analysis --- weighted scoring method --- electric buses --- zero-emission buses (ZEB) --- clean buses --- EU policy --- zero emission policy --- green energy --- city management --- simulation model --- strategy --- sustainable development


Book
Energy Economics and Policy in Developed Countries
Author:
Year: 2020 Publisher: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute

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Abstract

This collected volume consists of high-quality research covering a wide range of topics related to energy economics and politics in developed countries. The papers are informative on how to encourage sustainable development and facilitate financing technology development, transfer, and applications to mitigate climate change. Air pollution, environmental regulations, green energy, energy certificates, transmission rights, and power generation are among the energy-related topic analyzed by the contributions included in this Special Issue.

Keywords

environmental regulations --- employment --- manufacturing --- act on low-carbon green growth --- labor productivity --- Korea --- Dutch disease --- natural gas --- event study --- real exchange rate --- announcements --- currency appreciation --- export --- expectations --- carbon emission efficiency --- regional differences --- influencing factors --- the Modified undesirable EBM DEA model --- Tobit model --- energy performance certificates --- PV energy cost --- PV energy savings --- house prices --- environmental regulation --- oil prices --- stock prices --- panel data analysis --- ARDL --- financial sector --- water-energy-land nexus --- environmental policy integration --- policy analysis --- European Union --- green finance --- green investment --- green credit guarantee scheme --- community-based trust funds --- renewable energy --- Export-led growth --- economic growth --- Angola --- energy efficiency --- time-variant efficiency --- true fixed-effects model --- four components stochastic frontier model --- determinants of inefficiency --- Chinese provinces --- utilization efficiency --- data envelopment analysis --- undesirable output model --- bad output --- grey prediction model --- energy economics --- financial transmission rights (FTR) --- FTR auction --- FTR path evaluation --- electric market --- item response theory (IRT) --- psychometrics --- power generation --- electrical subsystems --- time series --- environmental degradation goal --- economic growth goal --- mean group analysis --- weighted scoring method --- electric buses --- zero-emission buses (ZEB) --- clean buses --- EU policy --- zero emission policy --- green energy --- city management --- simulation model --- strategy --- sustainable development


Book
Risk Measures with Applications in Finance and Economics
Authors: ---
ISBN: 3038974447 3038974439 Year: 2019 Publisher: MDPI - Multidisciplinary Digital Publishing Institute

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Abstract

Risk measures play a vital role in many subfields of economics and finance. It has been proposed that risk measures could be analysed in relation to the performance of variables extracted from empirical real-world data. For example, risk measures may help inform effective monetary and fiscal policies and, therefore, the further development of pricing models for financial assets such as equities, bonds, currencies, and derivative securities.A Special Issue of “Risk Measures with Applications in Finance and Economics” will be devoted to advancements in the mathematical and statistical development of risk measures with applications in finance and economics. This Special Issue will bring together the theory, practice and real-world applications of risk measures. This book is a collection of papers published in the Special Issue of “Risk Measures with Applications in Finance and Economics” for Sustainability in 2018.

Keywords

risk assessment --- VIX --- business groups --- SHARE --- asymptotic approximation --- European stock markets --- whole life insurance --- dynamic hedging --- risk-neutral distribution --- cooperative banks --- Data Envelopment Analysis (DEA) --- group-affiliated --- early warning system --- factor models --- smoothing process --- GMC --- falsified products --- S&P 500 index options --- credit derivatives --- corporate sustainability --- term life insurance --- risk management --- crude oil --- financial stability --- social efficiency --- dynamic conditional correlation --- emerging market --- out-of-sample forecast --- financial crisis --- binomial tree --- news release --- green energy --- perceived usefulness --- Bayesian approach --- two-level optimization --- probability of default --- bank risk --- SYMBOL --- information asymmetry --- CoVaR --- probabilistic cash flow --- japonica rice production --- bank profitability --- Monte Carlo Simulations --- gain-loss ratio --- coherent risk measures --- Mezzanine Financing --- national health system --- option value --- conscientiousness --- online purchase intention --- Slovak enterprises --- spot and futures prices --- liquidity premium --- institutional voids --- utility --- random forests --- bankruptcy --- optimizing financial model --- sustainable food security system --- dynamic panel --- co-dependence modelling --- financial performance --- time-varying correlations --- Project Financing --- future health risk --- generalized autoregressive score functions --- volatility spillovers --- financial risks --- simulations --- life insurance --- emotion --- finance risk --- markov regime switching --- diversification --- production frontier function --- Granger causality --- health risk --- risks mitigation --- returns and volatility --- sadness --- low-income country --- the sudden stop of capital inflow --- bank failure --- China’s food policy --- objective health status --- IPO underpricing --- polarity --- climate change --- stock return volatility --- sentiment analysis --- empirical process --- full BEKK --- stochastic frontier model --- perceived ease of use --- volatility transmission --- openness to experience --- sustainability --- low carbon targets --- quasi likelihood ratio (QLR) test --- banking regulation --- sustainable development --- specification testing --- fossil fuels --- time-varying copula function --- tree structures --- monthly CPI data --- coal --- cartel --- regular vine copulas --- sustainability of economic recovery --- ANN --- EGARCH-m --- financial security --- leniency program --- financial hazard map --- uncertainty termination --- causal path --- stakeholder theory --- technological progress --- banking --- investment horizon --- regression model --- two-level CES function --- joy --- the optimal scale of foreign exchange reserve --- carbon emissions --- stochastic volatility --- B-splines --- self-perceived health --- sovereign credit default swap (SCDS) --- RV5MIN --- utility maximization --- credit risk --- policy simulation --- socially responsible investment --- portfolio selection --- scientific verification --- European banking system --- risk-free rate --- wild bootstrap --- medication --- investment profitability --- Amihud’s illiquidity ratio --- multivariate regime-switching --- inflation forecast --- risk aversion --- market timing --- need hierarchy theory --- variance --- diagonal BEKK --- conjugate prior --- risk --- moving averages --- financial risk --- risk measures

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