Forecasting performance of nonlinear time-series models: an application to weather variable

M Karimuzzaman, M Moyazzem Hossain - Modeling Earth Systems and …, 2020 - Springer
Modelling the dynamic dependent data by the linear approach is the most popular among
the researchers because of its simplicity in calculation and approximation, however, in real …

[PDF][PDF] SETAR (self-exciting threshold autoregressive) non-linear currency Modelling in EUR/USD, EUR/TRY and USD/TRY parities

EH Firat - Mathematics and Statistics, 2017 - researchgate.net
In economies that are open to foreign markets the numerical value of the currencies as a
macroeconomic variable is of great importance especially when the mutual dependency …

Bernstein polynomials for adaptive evolutionary prediction of short-term time series

K Lukoseviciute, R Baubliene, D Howard… - Applied Soft …, 2018 - Elsevier
We introduce a short-term time series prediction model by means of evolutionary algorithms
and Bernstein polynomials. This adapts Bernstein-type algebraic skeletons to extrapolate …

Penalized Averaging of Quantile Forecasts from GARCH Models with Many Exogenous Predictors

JGD Gooijer - Computational Economics, 2023 - Springer
This study explores the multi-step ahead forecasting performance of a so-called hybrid
conditional quantile method, which combines relevant conditional quantile forecasts from …

[PDF][PDF] A Monte Carlo Study of Empirical Performance of Threshold Autoregressive Models on Nonlinear Non-Stationary

AU Abubakar, I Akeyede, HR Bakari - academia.edu
One of the major importance of modeling in time series is to forecast future values of that
series which requires the use of appropriate method to fit the time series data that are …

Self-exciting Threshold Autoregressive Modelling of the NSE20 Share Index Using the Bayesian Approach

JW Muindi - 2023 - erepository.uonbi.ac.ke
This study is on Self-Exciting Threshold Auto regressive (SETAR) modeling of the NSE 20
Share Index using the Bayesian approach. The objectives of the study are toana-lyze the …

[引用][C] A comparative analysis of forecast performance between SARIMA and SETAR models using macroeconomic variables in Ghana

NB Ahmed - 2018 - University of Ghana

[引用][C] STATISTICAL ANALYIS OF INFLATION RATE IN ETHIOPIA: THRESHOLD AUTO REGRESSIVE APPROACH

BK HELE, A Temesgen, A Abebe - 2022 - Haramaya University, Haramaya