Keyword: forecasting: applications

Found 1283 papers in total
The Interplay Between Forward-Looking Measures and Target Setting
The Interplay Between Forward-Looking Measures and Target Setting
2017,
We examine whether financial targets are based on both forward‐looking and...
A Hybrid ARIMA-ANN approach for optimum estimation and forecasting of gasoline consumption
A Hybrid ARIMA-ANN approach for optimum estimation and forecasting of gasoline consumption
2017,
Accurate estimation and forecasting of gasoline is vital for policy and...
Predictive decision making under risk and uncertainty: A support vector machines model
Predictive decision making under risk and uncertainty: A support vector machines model
2017,
In this paper, a decision making model using support vector machine (SVM) approach is...
Decision support and data visualization for liner shipping fleet repositioning
Decision support and data visualization for liner shipping fleet repositioning
2017,
Liner carriers move vessels between routes in their networks several times a year in a...
A decision support system for improved resource planning and truck routing at logistic nodes
A decision support system for improved resource planning and truck routing at logistic nodes
2017,
In this paper, we present an innovative decision support system that simultaneously...
Stochastic model predictive control approaches applied to drinking water networks
Stochastic model predictive control approaches applied to drinking water networks
2017,
Control of drinking water networks is an arduous task, given their size and the...
Dynamic Supply Risk Management with Signal-Based Forecast, Multi-Sourcing, and Discretionary Selling
Dynamic Supply Risk Management with Signal-Based Forecast, Multi-Sourcing, and Discretionary Selling
2017,
We examine the critical role of advance supply signals–such as suppliers’...
Network Analysis of Search Dynamics: The Case of Stock Habitats
Network Analysis of Search Dynamics: The Case of Stock Habitats
2017,
There is an increasing attention in information systems to be able to predict outcomes...
Economic model predictive inventory routing and control
Economic model predictive inventory routing and control
2017,
The paper proposes an economic model predictive control (EMPC) strategy for the...
Modeling and forecasting aggregate stock market volatility in unstable environments using mixture innovation regressions
Modeling and forecasting aggregate stock market volatility in unstable environments using mixture innovation regressions
2017,
We perform Bayesian model averaging across different regressions selected from a set...
Forecast robustness in macroeconometric models
Forecast robustness in macroeconometric models
2017,
This paper investigates potential invariance of mean forecast errors to structural...
Forecasting key US macroeconomic variables with a factor-augmented Qual VAR
Forecasting key US macroeconomic variables with a factor-augmented Qual VAR
2017,
In this paper, we first extract factors from a monthly dataset of 130 macroeconomic...
Understanding algorithm aversion: When is advice from automation discounted?
Understanding algorithm aversion: When is advice from automation discounted?
2017,
Forecasting advice from human advisors is often utilized more than advice from...
The importance of time-varying volatility and country interactions in forecasting economic activity
The importance of time-varying volatility and country interactions in forecasting economic activity
2017,
This paper examines the relative importance of allowing for time‐varying...
Modeling and forecasting realized volatility in German‐Austrian continuous intraday electricity prices
Modeling and forecasting realized volatility in German‐Austrian continuous intraday electricity prices
2017,
This paper uses high‐frequency continuous intraday electricity price data from...
Time-Staged Overtime Staffing for Services with Updated Forecasts and Availabilities
Time-Staged Overtime Staffing for Services with Updated Forecasts and Availabilities
2017,
This article develops a framework for staffing in a service environment when multiple...
Exact Simulation of the SABR Model
Exact Simulation of the SABR Model
2017,
The stochastic alpha‐beta‐rho (SABR) model becomes popular in the...
Markov switching quantile autoregression
Markov switching quantile autoregression
2016,
This paper considers the location‐scale quantile autoregression in which the...
Heterogeneous model ensembles for short-term prediction of stock market trends
Heterogeneous model ensembles for short-term prediction of stock market trends
2016,
Here, we discuss the identification of heterogeneous ensembles for short‐term...
Modeling Multicountry Longevity Risk With Mortality Dependence: A Lévy Subordinated Hierarchical Archimedean Copulas Approach
Modeling Multicountry Longevity Risk With Mortality Dependence: A Lévy Subordinated Hierarchical Archimedean Copulas Approach
2017,
This article proposes a new copula model known as the Lévy subordinated...
Nonparametric Tree-Based Predictive Modeling of Storm Outages on an Electric Distribution Network
Nonparametric Tree-Based Predictive Modeling of Storm Outages on an Electric Distribution Network
2017,
This article compares two nonparametric tree‐based models, quantile regression...
Collaborative Modelling for Informed Decision Making and Inclusive Water Development
Collaborative Modelling for Informed Decision Making and Inclusive Water Development
2017,
Ensuring availability and adequate management of water and sanitation for all is one...
Threshold-Based Hybrid Data Mining Method for Long-Term Maximum Precipitation Forecasting
Threshold-Based Hybrid Data Mining Method for Long-Term Maximum Precipitation Forecasting
2017,
In this paper, the application of two data mining techniques (decision tree and...
New Evidence on the Ability of Asset Prices and Real Economic Activity Forecast Errors to Predict Inflation Forecast Errors
New Evidence on the Ability of Asset Prices and Real Economic Activity Forecast Errors to Predict Inflation Forecast Errors
2017,
This paper investigates the impact of both asset and macroeconomic forecast errors on...
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