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The research delved into analysing the stochastic characteristics of Nigeria's Real GDP, the exchange rate of the Naira to US Dollar, and the inflation rate employing Autoregressive fractionally integrated moving average (ARFIMA) and the Autoregressive ...
Ayoade Adewole
doaj +5 more sources
IDENTIFICACIÓN DE MODELOS ARFIMA
Desde la introducción de los modelos fraccionalmente integrados ARFIMA para series de tiempo con memoria larga, ha surgido un gran interés en el estudio de sus propiedades y áreas de aplicación.
Elkin Castaño-Vëlez
doaj +6 more sources
Forecasting realised volatility using ARFIMA and HAR models [PDF]
Recent literature provides mixed empirical evidence with respect to the forecasting performance of ARFIMA and HAR models. This paper compares the forecasting performance of both models using high frequency data of 100 stocks representing 10 business sectors for the period 2000-2010.
M Kabir Hassan +2 more
exaly +3 more sources
التنبؤ باستخدام نموذج الانحدار الذاتي والمتوسطات المتحركة التكاملية الكسرية ARFIMA (p, d, q) : دراسة تطبيقية [PDF]
تم في هذا البحث دراسة وعرض خطوات تحليل السلاسل الزمنية باستخدام نموذج الانحدار الذاتي والمتوسطات المتحركة التكاملية الكسرية "نموذج السلاسل الزمنية ذات الذاكرة الطويلة" ARFIMA (p, d, q).
أمال عبد الغني +1 more
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ARFIMA Model for Short Term Forecasting of New Death Cases COVID-19 [PDF]
COVID-19 is an infectious disease that can spread from one person to another and has a high potential for death. The infection of COVID-19 is spreading massive and fast that causes the extreme fluctuating data spread and long memory effects.
Kartikasari Puspita +2 more
doaj +1 more source
IntroductionThe price of crude oil as an essential commodity in the world economy shows a pattern and identifies the component factors that influence it in the short and long term.
Dodi Devianto +4 more
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BOOTSTRAP ASSISTED SPECIFICATION TESTS FOR THE ARFIMA MODEL [PDF]
This paper proposes bootstrap assisted specification tests for the autoregressive fractionally integrated moving average model based on the BartlettTp-process with estimated parameters whose limiting distribution under the null depends on the estimated model and the estimation method employed.
Delgado, Miguel A. +2 more
openaire +2 more sources
Fractional differencing in stock market price and online presence of global tourist corporations [PDF]
Purpose - This work aims to explore the behavior of stock market prices according to the autoregressive fractional differencing integrated moving average model.
Francisco Flores-Muñoz +2 more
doaj +1 more source
Minimum distance estimation of ARFIMA processes
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Zevallos, M., Palma M., Wilfredo
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Stochastic Inequalities for the Run Length of the EWMA Chart for Long-Memory Processes
In this paper the properties of the modified EWMA control chart for detecting changes in the mean of an ARFIMA process are discussed. The central question is related to the false alarm probability and its behavior for different autocorrelation ...
Yarema Okhrin , Wolfgang Schmid
doaj +1 more source

