表紙画像

Identification of multiple outliers in a generalized linear model with continuous variables

In the statistical analysis of data, a model might be awfully fitted with the presence of outliers. Besides, it has been well established to use residuals for identification of outliers. The asymptotic properties of residuals can be utilized to contribute diagnostic tools. However, it is now evident...

保存先:

書誌詳細
主要な著者:	Loo, Yee Peng, Midi, Habshah, Rana, Md. Sohel, Fitrianto, Anwar
フォーマット:	論文
言語:	English
出版事項:	Hindawi Publishing Corporation 2016
オンライン･アクセス:	http://psasir.upm.edu.my/id/eprint/54484/1/Identification%20of%20multiple%20outliers%20in%20a%20generalized%20linear%20model%20with%20continuous%20variables.pdf http://psasir.upm.edu.my/id/eprint/54484/ https://www.hindawi.com/journals/mpe/2016/5840523/abs/
タグ:	タグ追加タグなし, このレコードへの初めてのタグを付けませんか!

類似資料

Effects of a single outlier on the coefficient of determination: an empirical study
著者:: Fitrianto, Anwar, 等
出版事項: (2014)

Detection of outliers in the response and explanatory variables of the simple circular regression model
著者:: Mahmood, Ehab A., 等
出版事項: (2016)

Robust detection of outliers in both response and explanatory variables of the simple circular regression model
著者:: Rana, Sohel, 等
出版事項: (2016)

Robust circular distance and its application in the identification of outliers in the simple circular regression model
著者:: Mahmood, Ehab A., 等
出版事項: (2017)

Fixed parameters Support Vector Regression for outlier detection
著者:: Rana, Sohel, 等
出版事項: (2018)

Classical and a robust method in dealing with outlier in factorial designs : an empirical example.
著者:: Fitrianto, Anwar, 等
出版事項: (2012)

A comparison between classical and robust method in a factorial design in the presence of outlier
著者:: Fitrianto, Anwar, 等
出版事項: (2013)

On a robust estimator in heteroscedastic regression model in the presence of outliers
著者:: Midi, Habshah, 等
出版事項: (2013)

Visual simulation approach in robust regression for models having both continuous and categorical variables in the presence of outliers and heteroscedasticity problems
著者:: A. Talib, Bashar, 等
出版事項: (2009)

The performance of Diagnostic-Robust F in the identification of multivariate outliers.
著者:: Midi, Habshah

Two-step robust estimator in heteroscedastic regression model in the presence of outliers
著者:: Midi, Habshah, 等
出版事項: (2014)

Statistical significance of rank regression
著者:: Rana, Sohel, 等
出版事項: (2013)

Detection of outliers and influential observations in binary logistic regression: An empirical study.
著者:: Sarkar, S.K., 等
出版事項: (2011)

The performance of clustering approach with robust mm-estimator for multiple outlier detection in linear regression
著者:: Mohd. Azmi, Nurulhuda Firdaus, 等
出版事項: (2006)

Adjusting outliers in univariate circular data
著者:: Mahmood, Ehab A., 等
出版事項: (2017)

The performance of diagnostic-robust generalized potentials for the identification of multiple high leverage points in linear regression
著者:: Midi, Habshah, 等
出版事項: (2009)

The performance of robust estimator on linear regression model having both continuous and categorical variables with heteroscedastic errors
著者:: Midi, Habshah, 等
出版事項: (2008)

The performance of robust weighted least squares in the presence of outliers and heteroscedastic errors
著者:: Midi, Habshah, 等
出版事項: (2009)

Diagnostic-robust generalized potentials for identifying high leverage points in mediation analysis
著者:: Fitrianto, Anwar, 等
出版事項: (2010)

Modified standardized Pearson residual for the identification of outliers in logistic regression model
著者:: Midi, Habshah, 等
出版事項: (2013)

A robust modification of the Goldfeld-Quandt Test for the detection of heteroscedasticity in the presence of outliers
著者:: Rana, Md. Sohel, 等
出版事項: (2008)

The application of simple errors in variables model on real data
著者:: Mohammadi, Mandana, 等

On the robust parameter estimation for linear model with autocorrelated errors
著者:: Midi, Habshah, 等
出版事項: (2013)

Robust Diagnostics and Estimation in Heteroscedastic Regression Model in the Presence of Outliers
著者:: Rana, Md. Sohel
出版事項: (2010)

Robust feasible generalized least squares: A remedial measures of heteroscedasticity
著者:: Rana, Sohel, 等
出版事項: (2015)

Robust Estimation Methods And Outlier Detection In Mediation Models
著者:: Fitrianto, Anwar
出版事項: (2010)

Multiple outliers detection procedures in linear regression
著者:: Adnan, Robiah, 等
出版事項: (2003)

Fast improvised diagnostic robust measure for the identification of high leverage points in multiple linear regression
著者:: Midi, Habshah, 等
出版事項: (2018)

Spatial outlier accommodation using a spatial variance shift outlier model
著者:: Mohammed Baba, Ali, 等
出版事項: (2022)

A robust estimation of linear model with multiple high leverage points
著者:: Bagheri, A., 等
出版事項: (2009)

Estimation of parameters in heteroscedastic multiple regression model using leverage based near-neighbors.
著者:: Midi, Habshah, 等
出版事項: (2009)

Amazing journey to robust statistics, discovering outliers for efficient prediction
著者:: Midi, Habshah
出版事項: (2016)

Fast improvised influential distance for the identification of influential observations in multiple linear regression
著者:: Habshah Midi,, 等
出版事項: (2021)

Fast improvised influential distance for the identification of influential observations in multiple linear regression
著者:: Midi, Habshah, 等
出版事項: (2021)

Robust estimation of regression parameters with heteroscedastic errors in the presence of outliers (presented at the 8th WSEAS international conference on applied computer and computational science, Hangzhou China, 20-22 May 2009)
著者:: Midi, Habshah, 等
出版事項: (2009)

Standardized simple mediation model : a numerical example
著者:: Fitrianto, Anwar, 等
出版事項: (2013)

Standardized simple mediation model: a numerical example
著者:: Fitrianto, Anwar, 等
出版事項: (2013)

Modified outlier diagnostics for the extended exponential regression model with interval and right-censored data
著者:: Arasan, Jayanthi, 等
出版事項: (2024)

Robust support vector regression model in the presence of outliers and leverage points
著者:: Dhhan, Waleed, 等
出版事項: (2017)

Identifying multiple outliers in linear regression : Robust fit and clustering approach
著者:: Adnan, Robiah, 等
出版事項: (2001)