Improved robust estimator and clustering procedures for multivariate outliers detection

Outlier detection for multivariate data has been one of the areas that garnered attention to study due to the difficulty that arises as the number of variables, p increases. Visual inspection is insufficient to detect outliers in multivariate data, unlike univariate data. One of the methods to detec...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखक:	Sharifah Sakinah, Syed Abd Mutalib
स्वरूप:	थीसिस
भाषा:	अंग्रेज़ी
प्रकाशित:	2023
विषय:	Q Science (General) QA Mathematics
ऑनलाइन पहुंच:	http://umpir.ump.edu.my/id/eprint/41478/1/ir.SHARIFAH%20SAKINAH%20BT%20SYED%20ABD%20MUTALIB_PSS18002.pdf

समान संसाधन

Robust estimation and detection of outliers in simultaneous regression model
द्वारा: Mahdi, Orooba Mohsin
प्रकाशित: (2016)

Identifying multiple outliers in linear regression using robust fit, clustering and inter-outer fences
द्वारा: Adnan, Robiah
प्रकाशित: (2001)

Cluster-Based Estimators For Multiple And Multivariate Linear Regression Models
द्वारा: Alih, Ekele
प्रकाशित: (2015)

Parameter estimation and outlier detection for some types of circular model
द्वारा: Siti Zanariah, Satari
प्रकाशित: (2015)

Adaptive grid-meshed-buffer clustering algorithm for outlier detection in evolving data stream
द्वारा: Abdulateef, Alaa Fareed
प्रकाशित: (2023)

Robust Estimation Methods And Outlier Detection In Mediation Models
द्वारा: Fitrianto, Anwar
प्रकाशित: (2010)

Robust outlier detection and estimation in response surface methodology
द्वारा: Mustafa, Mohd Shafie
प्रकाशित: (2015)

An efficient clustering algorithm in the presence on outlier and doubtful data
द्वारा: Md. Jedi, Muhamad Alias
प्रकाशित: (2015)

Robust Diagnostics and Estimation in Heteroscedastic Regression Model in the Presence of Outliers
द्वारा: Rana, Md. Sohel
प्रकाशित: (2010)

Outlier Detections and Robust Estimation Methods for Nonlinear Regression Model Having Autocorrelated and Heteroscedastic Errors
द्वारा: Riazoshams, Hossein
प्रकाशित: (2010)

An efficient and robust cluster-based algorithm for image duplicated region detection using K-means clusteringTafreshi
द्वारा: Tafreshi, Amir Esmaeil Sarabadani
प्रकाशित: (2013)

Enhanced univariate and multivariate control charts via outliers’ screening technique, robust estimators and varying sample size schemes
द्वारा: Raji, Ishaq Adeyanju
प्रकाशित: (2022)

Efficient Model Selectionn Through Standard Operating Procedure Using Hybrid Of Sparse And Robust Estimators
द्वारा: Javaid, Anam
प्रकाशित: (2020)

Robust statistical procedures for multiple linear regression model in the presence of multicollinearity and outliers
द्वारा: Hendi, Hasan Talib Hendi.
प्रकाशित: (2023)

Median-based robust multiclass discriminant analysis with casewise and cellwise outliers
द्वारा: Pang, Yik Siong
प्रकाशित: (2024)

New approaches in estimating linear regression model parameters in the presence of multicollinearity and outliers
द्वारा: Al-Mash, Mohammad Sabry Abo
प्रकाशित: (2017)

A Robust high dimensional correlation matrices statistic for covariance singularity with outlier
द्वारा: Bahtiar Jamili, Zaini
प्रकाशित: (2025)

Robust multivariate exponential weighted moving average (MEWMA) control charts using distance-wise robust estimators
द्वारा: Faridzah, Jamaluddin
प्रकाशित: (2020)

Robust detection of outliers in bilinear (P,0,1,1) time series model
द्वारा: Mohd Isfahani, Ismail
प्रकाशित: (2024)

Modeling And Detecting Of Outlier Values In The Saudi Stock Exchange
द्वारा: Abdullah M, Rashedi Khudhayr
प्रकाशित: (2023)

An Adaptive Outlier Detection For Scatter Points Of Unascertained Models
द्वारा: Davinna Jeremiah, Davinna Jeremiah
प्रकाशित: (2016)

Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture
द्वारा: ., Mukhtar
प्रकाशित: (2023)

Detection and prevention for SQL injection attacks in stored procedures using real time web application
द्वारा: Salih Ali, Nabeel
प्रकाशित: (2015)

Improved Multivariate Control Charts with Robust Methods
द्वारा: Shabbak, Ashkan
प्रकाशित: (2011)

Robust control charts for change points detection in presence of outliers
द्वारा: Ng, Kooi Huat
प्रकाशित: (2012)

Markovian Transition Probabilities: Estimation And Test Procedures
द्वारा: Sirdari, Mahboobeh Zangeneh
प्रकाशित: (2013)

Robust correlation coefficient based on robust scale and location estimator
द्वारा: Nur Amira, Zakaria
प्रकाशित: (2018)

Outliers And Structural Breaks Detection In Autoregressive Model By Indicator Saturation Approach
द्वारा: Mohammad Nasir, Muhammad Azim
प्रकाशित: (2020)

A robust estimation method of location and scale with application in monitoring process variability
द्वारा: Mohd. Salleh, Rohayu
प्रकाशित: (2013)

An enhanced binary bat and Markov clustering algorithms to improve event detection for heterogeneous news text documents
द्वारा: Al-Dyani, Wafa Zubair Abdullah
प्रकाशित: (2022)

Robust detection measures and robust parameter estimation methods in circular univariate and simple circular regression model
द्वारा: Mahmood, Ehab Abdulsalam
प्रकाशित: (2017)

Linear regression for data having multicollinearity, heteroscedasticity and outliers
द्वारा: Rasheed, Bello AbdulKadiri
प्रकाशित: (2017)

Robust estimation methods for fixed effect panel data model having block-concentrated outliers
द्वारा: Abu Bakar @ Harun, Nor Mazlina
प्रकाशित: (2019)

Improved pattern extraction scheme for clustering multidimensional data
द्वारा: Musdholifah, Aina
प्रकाशित: (2013)

Detection Of Outliers And Structural Breaks In Structural Time Series Model Using Indicator Saturation Approach
द्वारा: Rose, Farid Zamani Che
प्रकाशित: (2023)

Robust techniques for linear regression with multicollinearity and outliers
द्वारा: Mohammed, Mohammed Abdulhussein
प्रकाशित: (2016)

Robust Statistical Procedures For Testing The Equality Of Central Tendency Parameters Under Skewed Distributions [QA276.A12 S531 2005 f rb].
द्वारा: Soaad Syed Yahaya, Sharipah
प्रकाशित: (2005)

The robustness of H statistic with hinge estimators as the location measures
द्वारा: Nur Faraidah, Muhammad Di
प्रकाशित: (2014)

Robust multiple pairwise comparison procedure for adaptive trimmed mean via P-Method
द्वारा: Low, Joon Khim
प्रकाशित: (2016)

Outliers identification and robust estimation method in analysis of crossed gage repeatability and reproducibility, random effect model
द्वारा: Saupi, Ahmad Azizi
प्रकाशित: (2020)