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On a probabilistic model of forecasting

Technological Forecasting and Social Change, 1978
Abstract One of the methods of studying complex objects is the construction of a mathematical model, containing such information about the object that is necessary to solve a definite problem connected with it. Mathematical modeling, based on the construction of models of various kinds can be used in forecasting.
Tadeusz Galanc, Jan Mikûs
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Probabilistic forecast determination

2021
Probabilistic forecasts have gained significant ground nowadays compared to point forecasts due to the additional information they provide. In point forecasts, the main metric for evaluation is the accuracy of our model's point predictions. The goal of this work is to theoretically discuss probabilistic forecasts and present ways to evaluate their ...
openaire   +1 more source

Probabilistic Forecasting for Contractors

Management Science, 1971
Firms that perform work on contract to others often estimate their sales by assigning a probability of award to each potential contract, finding the expected value of each contract and then summing these expected values. Our methodology provides a complete probability distribution around the company sales forecast mean with no further data input than ...
H. E. Kierulff, D. E. Robison
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Bayesian fusion of probabilistic forecasts

Aufgrund von allgegenwärtigem Rauschen und Ambiguitäten wird unsere Welt von Unsicherheit beherrscht. Um der Unsicherheit in Wahrnehmung, Handlungen und Entscheidungen begegnen zu können, haben Menschen eine interne Repräsentation ihrer Unsicherheit und kommunizieren diese in Interaktionen mit anderen Menschen.
openaire   +2 more sources

DeepAR: Probabilistic forecasting with autoregressive recurrent networks

International Journal of Forecasting, 2020
Valentin Flunkert   +2 more
exaly  

Interpretation of probabilistic forecasts of epidemics

The Lancet Infectious Diseases, 2015
Rachel Lowe   +6 more
openaire   +2 more sources

Probabilistic forecasting with temporal convolutional neural network

Neurocomputing, 2020
Yanfei Kang   +2 more
exaly  

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