Showing 1 - 10 of 172
My philosophical case study concerns textbook presentations of the theory of demand. Does this theory contain anything … of physics by Oliver Timmer. Applying his ideas to the theory of demand reveals that the statements of this discipline …Dies ist eine methodologische Fallstudie, in der Lehrbuch-Darstellungen der Theorie der Nachfrage durchleuchtet werden …
Persistent link: https://www.econbiz.de/10009467037
Informes recientes muestran la creciente adopción en el sector financiero de técnicas de aprendizaje automático o machine learning (ML) en la gestión del riesgo de crédito. En este entorno, los supervisores se encuentran ante el reto de permitir que se maximicen las oportunidades derivadas...
Persistent link: https://www.econbiz.de/10012525231
Artículo de revista ; The use of artificial intelligence tools has escalated recently in all sectors of the economy owing, among other factors, to the growing volume of digital data and higher computational capacity. Major benefits may be reaped from applying these tools to the provision of...
Persistent link: https://www.econbiz.de/10012532407
Uno de los principales retos en el uso de modelos de aprendizaje automático, o machine learning en inglés (ML), en finanzas es cómo explicar sus resultados. Recientemente han aparecido técnicas de interpretabilidad con este objetivo, pero existe discusión sobre su fiabilidad. En este...
Persistent link: https://www.econbiz.de/10013267753
Recientes avances tecnológicos, como el almacenamiento masivo de datos y la computación en la nube, están dando lugar a un mayor uso de la inteligencia artificial en la economía y las finanzas, y modificando aspectos fundamentales tanto para entidades como para supervisores. En este...
Persistent link: https://www.econbiz.de/10013414504
The decision tree is a well-known methodology for classification and regression. In this dissertation, we focus on the minimization of the misclassification rate for decision tree classifiers. We derive the necessary equations that provide the optimal tree prediction, the estimated risk of the...
Persistent link: https://www.econbiz.de/10009431076
Application of multisource feedback (MSF) increased dramatically and became widespread globally in the past two decades, but there was little conceptual work regarding self-other agreement and few empirical studies investigated self-other agreement in other cultural settings. This study...
Persistent link: https://www.econbiz.de/10009475084
In current work problems and requirements for demand forecasting in commercial or manufacturing enterprises are … analyzed and suitable forecasting algorithms are proposed. In enterprises with multidimensional and heterogeneous demand it is … advisable to use different algorithms for different demand constituents and to readjust parameters used for forecasting …
Persistent link: https://www.econbiz.de/10009478233
In times of demand shocks, when quantitative forecasting based on historical time series becomes obsolete, the only … information about future demand is "advance demand information", i.e. interpreting early customer bookings as an indicator of not … yet known demand. This paper deals with a forecasting method which selects the optimal forecasting model type and the …
Persistent link: https://www.econbiz.de/10009480903
This thesis presents a new forecasting technique that estimates energy demand by applying a Bayesian approach to … forecasting. We introduce our Bayesian Heating Oil Forecaster (BHOF), which forecasts daily heating oil demand for individual … original ideas to develop our Bayesian Heating Oil Forecaster, which forecasts demand for target customers without relying on …
Persistent link: https://www.econbiz.de/10009484448