An introduction to prediction with the use of artificial neural networks and statistical methods Cover Image

Wprowadzenie do predykcji z wykorzystaniem sztucznych sieci neuronowych i metod statystycznych
An introduction to prediction with the use of artificial neural networks and statistical methods

Author(s): Monika Nawrocka, Miłosz Drozd, Adam Maszczyk, Artur Gołaś
Subject(s): Psychology, Neuropsychology
Published by: Fundacja Pro Scientia Publica
Keywords: prediction; statistical analysis; regression; optimization; time series; neural networks;

Summary/Abstract: Statistical approach allows determine predictions of events or processes. It stands out regression models linear and nonlinear, time series models and neural models. Predictions define anticipating the future statistical characteristics of random events that can be measured. Designates forecasts for maximizing. Benefits that stem from prediction are: comparing, grouping, analyzing of variation, determining the trends and setting forecasts of the results obtained with the use optimal vector of independent variables predictors for drawing successive conclusions.

  • Issue Year: 2015
  • Issue No: 5
  • Page Range: 203-211
  • Page Count: 9
  • Language: Polish