Detection Of Outliers And Structural Breaks In Structural Time Series Model Using Indicator Saturation Approach
The presence of structural changes, specifically outliers and structural breaks, adversely affects the estimation of economic and financial indicators in terms of the model accuracy and forecasting performance. Focusing on the detection of outliers and structural breaks, which has recently gained gr...
| Main Author: | Rose, Farid Zamani Che |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2023
|
| Subjects: | |
| Online Access: | http://eprints.usm.my/61267/ http://eprints.usm.my/61267/1/24%20Pages%20from%20FARID%20ZAMANI%20BIN%20CHE%20ROSE.pdf |
Similar Items
Outliers And Structural Breaks Detection In Autoregressive Model By Indicator Saturation Approach
by: Mohammad Nasir, Muhammad Azim
Published: (2020)
by: Mohammad Nasir, Muhammad Azim
Published: (2020)
Detecting Structural Break In
Commodity Time Series Data
by: Jatarona , Nurul Najwa
Published: (2010)
by: Jatarona , Nurul Najwa
Published: (2010)
Detection procedure of structural changes in state-space models: impulse and steps indicator saturation technique
by: Farid Zamani Che Rose,, et al.
Published: (2025)
by: Farid Zamani Che Rose,, et al.
Published: (2025)
COMPARATIVE ANALYSIS ON TIME SERIES WITH INCLUDED STRUCTURAL BREAK
by: Vasant, Pandian
Published: (2009)
by: Vasant, Pandian
Published: (2009)
COMPARATIVE ANALYSIS ON TIME SERIES WITH INCLUDED STRUCTURAL BREAK
by: Andreeski , Cvetko, et al.
Published: (2009)
by: Andreeski , Cvetko, et al.
Published: (2009)
Modeling Malaysian Road Accidents: The Structural Time Series Approach
by: Junus, Noor Wahida Binti Md
Published: (2018)
by: Junus, Noor Wahida Binti Md
Published: (2018)
A novel symbolization technique for time-series outlier detection
by: Smith, Gavin, et al.
Published: (2015)
by: Smith, Gavin, et al.
Published: (2015)
Single-linkage method to detect multiple outliers with different outlier scenarios in circular regression model
by: Siti Zanariah, Satari, et al.
Published: (2018)
by: Siti Zanariah, Satari, et al.
Published: (2018)
Parameter estimation and outlier detection for some types of circular model
by: Siti Zanariah, Satari
Published: (2015)
by: Siti Zanariah, Satari
Published: (2015)
Modeling And Detecting Of Outlier Values In The Saudi Stock Exchange
by: Abdullah M, Rashedi Khudhayr
Published: (2023)
by: Abdullah M, Rashedi Khudhayr
Published: (2023)
An Adaptive Outlier Detection For Scatter Points Of Unascertained Models
by: Davinna Jeremiah, Davinna Jeremiah
Published: (2016)
by: Davinna Jeremiah, Davinna Jeremiah
Published: (2016)
Robust estimation and detection of outliers in simultaneous regression model
by: Mahdi, Orooba Mohsin
Published: (2016)
by: Mahdi, Orooba Mohsin
Published: (2016)
A review on outliers-detection methods for multivariate data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)
A new robust estimator to detect outliers for multivariate data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2019)
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2019)
Comparison of Robust Estimators’ Performance for Detecting Outliers in Multivariate Data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)
Outlier detection in circular data and circular-circular regression model / Adzhar Rambli
by: Adzhar, Rambli
Published: (2011)
by: Adzhar, Rambli
Published: (2011)
Outlier detection in circular regression model using minimum spanning tree method
by: Nur Faraidah, Muhammad Di, et al.
Published: (2019)
by: Nur Faraidah, Muhammad Di, et al.
Published: (2019)
Unit roots and structural breaks: new knowledge for the ASEAN macroeconomic time series model / Tan Yan Ling … [et al.]
by: Tan Yan Ling
Published: (2013)
by: Tan Yan Ling
Published: (2013)
Detecting outliers and influential observations in survival model / Nor Akmal Bt. Md Noh
by: Md Noh, Nor Akmal
Published: (2010)
by: Md Noh, Nor Akmal
Published: (2010)
Detection of different outlier scenarios in circular regression model using single-linkage method
by: N. M. F., Di, et al.
Published: (2017)
by: N. M. F., Di, et al.
Published: (2017)
Outlier detection in cylindrical data / Nurul Hidayah Sadikon
by: Nurul Hidayah , Sadikon
Published: (2018)
by: Nurul Hidayah , Sadikon
Published: (2018)
Comparison of robust estimators for detecting outliers in multivariate datasets
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)
A Study Of Structure Breaks In Amman Stocks Market By Using Wavelet Transform.
by: Al Wadi, S., et al.
Published: (2009)
by: Al Wadi, S., et al.
Published: (2009)
Comparative study of clustering-based outliers detection methods in circularcircular regression model
by: Siti Zanariah, Satari, et al.
Published: (2021)
by: Siti Zanariah, Satari, et al.
Published: (2021)
Improved robust estimator and clustering procedures for multivariate outliers detection
by: Sharifah Sakinah, Syed Abd Mutalib
Published: (2023)
by: Sharifah Sakinah, Syed Abd Mutalib
Published: (2023)
Interval estimation in the presence of an outlier
by: Wong, Yoke Chen *, et al.
Published: (2011)
by: Wong, Yoke Chen *, et al.
Published: (2011)
The effect of different distance measures in detecting outliers using clustering-based algorithm for circular regression model
by: Nur Faraidah, Muhammad Di, et al.
Published: (2017)
by: Nur Faraidah, Muhammad Di, et al.
Published: (2017)
Estimation and outlier detection of random coefficient autoregressive models / Norli Anida binti Abdullah
by: Abdullah, Norli Anida
Published: (2009)
by: Abdullah, Norli Anida
Published: (2009)
Comparative study of clustering-based outliers detection methods in circular-circular regression model
by: Siti Zanariah, Satari, et al.
Published: (2021)
by: Siti Zanariah, Satari, et al.
Published: (2021)
A test for normality in the presence of outliers
by: Pooi, Ah Hin *, et al.
Published: (2012)
by: Pooi, Ah Hin *, et al.
Published: (2012)
Testing for structural breaks in discrete choice models
by: Wongsosaputro, J., et al.
Published: (2011)
by: Wongsosaputro, J., et al.
Published: (2011)
Analysis of time series by re-sampling
by: Mohamed, B. I., et al.
Published: (2012)
by: Mohamed, B. I., et al.
Published: (2012)
An alternative approach to characterize time series data: Case study on Malaysian rainfall data
by: Radhakrishnan, P., et al.
Published: (2006)
by: Radhakrishnan, P., et al.
Published: (2006)
GARCH models and distributions comparison for nonlinear time series with volatilities
by: Nur Haizum, Abd Rahman, et al.
Published: (2023)
by: Nur Haizum, Abd Rahman, et al.
Published: (2023)
Unsupervised Anomaly Detection and Localization for
Multivariate Time Series and Their Applications in
Structural Health Monitoring
by: Liu, Jie
Published: (2024)
by: Liu, Jie
Published: (2024)
Simulations of insonated contrast agents: Saturation and transient break-up
by: Tsigklifis, Konstantinos, et al.
Published: (2013)
by: Tsigklifis, Konstantinos, et al.
Published: (2013)
Time series forecasting for tourism industry in Malaysia
by: Noratikah, Abu, et al.
Published: (2024)
by: Noratikah, Abu, et al.
Published: (2024)
A new single linkage robust clustering outlier detection procedures for multivariate data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2023)
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2023)
The multiple outliers detection for circular univariate data using different agglomerative clustering algorithms
by: Nur Syahirah, Zulkipli, et al.
Published: (2024)
by: Nur Syahirah, Zulkipli, et al.
Published: (2024)
Break date estimation for models with deterministic structural change
by: Harvey, David I., et al.
Published: (2014)
by: Harvey, David I., et al.
Published: (2014)
Similar Items
-
Outliers And Structural Breaks Detection In Autoregressive Model By Indicator Saturation Approach
by: Mohammad Nasir, Muhammad Azim
Published: (2020) -
Detecting Structural Break In
Commodity Time Series Data
by: Jatarona , Nurul Najwa
Published: (2010) -
Detection procedure of structural changes in state-space models: impulse and steps indicator saturation technique
by: Farid Zamani Che Rose,, et al.
Published: (2025) -
COMPARATIVE ANALYSIS ON TIME SERIES WITH INCLUDED STRUCTURAL BREAK
by: Vasant, Pandian
Published: (2009) -
COMPARATIVE ANALYSIS ON TIME SERIES WITH INCLUDED STRUCTURAL BREAK
by: Andreeski , Cvetko, et al.
Published: (2009)