Results 11 to 20 of about 27,771 (301)
The Fundamental Theorem of Exponential Smoothing [PDF]
Operations Research, 1961 Exponential smoothing is a formalization of the familiar learning process, which is a practical basis for statistical forecasting. Higher orders of smoothing are defined by the operator Snt(x) = αSn−1t(x) + (1 − α) Snt−1(x), where S0t(x) = xt, 0 < α < 1.
Brown, Robert G., Meyer, Richard F.
openaire +3 more sources
The improved integrated Exponential Smoothing based CNN-LSTM algorithm to forecast the day ahead electricity price [PDF]
MethodsXThe deregulation of electricity market has led to the development of the short-term electricity market. The power generators and consumers can sell and purchase the electricity in the day ahead terms.
Kunal Shejul +2 more
doaj +2 more sources
EXCHANGE-RATES FORECASTING: EXPONENTIAL SMOOTHING TECHNIQUES AND ARIMA MODELS [PDF]
Annals of the University of Oradea: Economic Science, 2011 Exchange rates forecasting is, and has been a challenging task in finance. Statistical and econometrical models are widely used in analysis and forecasting of foreign exchange rates.
Dezsi Eva, Fat Codruta Maria
doaj +2 more sources
Complex exponential smoothing [PDF]
, 2016 Exponential smoothing is one of the most popular forecasting methods in practice. It has been used and researched for more than half a century. It started as an ad-hoc forecasting method and developed to a family of state-space models. Still all exponential smoothing methods are based on time series decomposition and the usage of such components as ...
Svetunkov, Ivan +2 more
core +7 more sources
A pedants approach to exponential smoothing [PDF]
, 2005 An approach to exponential smoothing that relies on a linear single source of error state space model is outlined. A maximum likelihood method for the estimation of associated smoothing parameters is developed. Commonly used restrictions on the smoothing parameters are rationalised.
Ralph D Snyder
openaire +3 more sources
Forecasting Malaysian Ringgit Using Exponential Smoothing Techniques
Journal of Computing Research and Innovation, 2021 Forecasting the foreign currency exchange is a challenging task since it is influenced by political, economic and psychological factors. This paper focuses on the forecasting Malaysian Ringgit (MYR) exchange rate against the United States Dollar (USD ...
Noreha Mohamed Yusof +3 more
doaj +5 more sources
Majalah Ilmiah Matematika dan Statistika, 2022 Forecasting is a technique for estimating a value on a particular object in the future by paying attention to past data. This forecasting uses the Exponential Smoothing models because the data used is in accordance with the model.
Muhammad Marizal, Fikha Mutiarani
doaj +1 more source
Analisis Error Terhadap Peramalan Data Penjualan
Techno.Com, 2021 Tujuan penelitian ini membahas tentang peramalan permintaan lampu LED bermerk Sanyo. Penelitian ini menggunakan metode Moving Average dan Exponential Smoothing.
Alyauma Hajjah, Yulvia Nora Marlim
doaj +1 more source
Bootstrapped Holt Method with Autoregressive Coefficients Based on Harmony Search Algorithm
Forecasting, 2021 Exponential smoothing methods are one of the classical time series forecasting methods. It is well known that exponential smoothing methods are powerful forecasting methods.
Eren Bas, Erol Egrioglu, Ufuk Yolcu
doaj +1 more source
Journal of Open Innovation: Technology, Market and Complexity, 2023 This research concentrates on using neural networks in the modelling and prediction of macroeconomic variables in specific. Macroeconomic predictors are particularly interested in neural networks because of their capacity to predict any linear or non ...
Rabia Sabri +5 more
doaj +1 more source