Several types of residuals in cox regression model : an empirical study
There are several methods for calculating residual in survival analysis, especially in Cox regression model by which each method has specific use, such as goodness-of-fit, to identify possible outliers and influential observations, or in general to check necessary assumptions. In this article, we st...
| Main Authors: | Fitrianto, Anwar, Loo, Rebecca Ting Jiin |
|---|---|
| Format: | Article |
| Language: | English English |
| Published: |
Hikari Ltd
2013
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/30320/ http://psasir.upm.edu.my/id/eprint/30320/1/Several%20types%20of%20residuals%20in%20cox%20regression%20model.pdf |
Similar Items
Measures of influence and weighted partial likelihood estimation for cox proportional hazards regression
by: Loo, Rebecca Ting Jiin
Published: (2016)
by: Loo, Rebecca Ting Jiin
Published: (2016)
Effects of an outlying observation on multiple linear regression model : an empirical example in forward selection procedures.
by: Fitrianto, Anwar, et al.
Published: (2012)
by: Fitrianto, Anwar, et al.
Published: (2012)
Empirical distributions of parameter estimates in binary logistic regression using bootstrap
by: Fitrianto, Anwar, et al.
Published: (2014)
by: Fitrianto, Anwar, et al.
Published: (2014)
Using Kaplan Meier and cox regression in survival analysis : An example / Teoh Sian Hoon
by: Teoh, Sian Hoon
Published: (2008)
by: Teoh, Sian Hoon
Published: (2008)
Modeling employments rate data using ordinal logistic regression
by: Fitrianto, Anwar, et al.
Published: (2014)
by: Fitrianto, Anwar, et al.
Published: (2014)
Aalen’s additive, Cox proportional hazards and the Cox-Aalen model:
application to kidney transplant data
by: Başar, Emel
Published: (2017)
by: Başar, Emel
Published: (2017)
Statistical significance of rank regression
by: Rana, Sohel, et al.
Published: (2013)
by: Rana, Sohel, et al.
Published: (2013)
Identification of high leverage points in binary logistic regression
by: Fitrianto, Anwar, et al.
Published: (2016)
by: Fitrianto, Anwar, et al.
Published: (2016)
The use of Cox regression and genetic algorithm (CoRGA) for identifying risk factors for mortality in older people
by: Ahmad, Rabiah, et al.
Published: (2004)
by: Ahmad, Rabiah, et al.
Published: (2004)
On comparison between logistic regression and geographically weighted logistic regression: with application to Indonesian poverty data
by: Saefuddin, Asep, et al.
Published: (2012)
by: Saefuddin, Asep, et al.
Published: (2012)
Cox's model for prison partly interval censored data
by: Ahmedi, Shaikha, et al.
Published: (2020)
by: Ahmedi, Shaikha, et al.
Published: (2020)
Competing risks for reliability analysis using Cox’s model
by: Mohamed Elfaki, Faiz Ahmed, et al.
Published: (2007)
by: Mohamed Elfaki, Faiz Ahmed, et al.
Published: (2007)
Modified standardized Pearson residual for the identification of outliers in logistic regression model
by: Midi, Habshah, et al.
Published: (2013)
by: Midi, Habshah, et al.
Published: (2013)
Estimating bias and RMSE of indirect effects using rescaled residual bootstrap in mediation analysis.
by: Fitrianto, Anwar, et al.
Published: (2010)
by: Fitrianto, Anwar, et al.
Published: (2010)
Estimating bias and variances in bootstrap logistic regression for Umaru and impact data
by: Fitrianto, Anwar, et al.
Published: (2014)
by: Fitrianto, Anwar, et al.
Published: (2014)
Performance of ridge regression estimator methods on small sample size by varying correlation coefficients: a simulation study
by: Fitrianto, Anwar, et al.
Published: (2014)
by: Fitrianto, Anwar, et al.
Published: (2014)
Effect of NSAIDS and COX-2 inhibitors on the incidence and severity of asbestos-induced malignant mesothelioma: Evidence from an animal model and a human cohort
by: Robinson, C., et al.
Published: (2014)
by: Robinson, C., et al.
Published: (2014)
Subdistribution to cox's model for partly interval-censored data with application to aids studies
by: Elfaki, Faiz Ahmed Mohamed
Published: (2015)
by: Elfaki, Faiz Ahmed Mohamed
Published: (2015)
Parametric Cox’s Model for partly interval-censored data
with application to AIDS studies
by: Elfaki, Faiz Ahmed Mohamed, et al.
Published: (2012)
by: Elfaki, Faiz Ahmed Mohamed, et al.
Published: (2012)
A simulation study on competing risks with censored data using cox model
by: Lukman, Iing
Published: (1999)
by: Lukman, Iing
Published: (1999)
Random Cox-Ross-Rubinstein Model and Plain Vanilla Options
by: Ganikhodjaev, Nasir, et al.
Published: (2013)
by: Ganikhodjaev, Nasir, et al.
Published: (2013)
A parsimonious destination loyalty model of Cox’s Bazar, Bangladesh
by: Quaddus, Mohammed, et al.
Published: (2011)
by: Quaddus, Mohammed, et al.
Published: (2011)
Reproducing kernel Hilbert space method for cox proportional hazard model
by: Abdul Manaf, Nur'azah
Published: (2016)
by: Abdul Manaf, Nur'azah
Published: (2016)
Classical and a robust method in dealing with outlier in
factorial designs : an empirical example.
by: Fitrianto, Anwar, et al.
Published: (2012)
by: Fitrianto, Anwar, et al.
Published: (2012)
Penjelmaan box-cox dan penggunaannya dalam analisis frekuensi banjir (box-cox transform and its application in flood frequency analysis)
by: Shabri, Ani
Published: (2008)
by: Shabri, Ani
Published: (2008)
Diagnostics for residual outliers using deviance component in binary logistic regression.
by: Ahmad, Sanizah, et al.
Published: (2011)
by: Ahmad, Sanizah, et al.
Published: (2011)
Regression technique for prediction of salt contamination severity on high voltage insulators
by: Ahmad, Ahmad S., et al.
Published: (2000)
by: Ahmad, Ahmad S., et al.
Published: (2000)
The Effects Of Mitragynine From
Mitragyna Speciosa On The Mrna
Expression Of Cox-1 And Cox-2 In
Lipopolysaccharide-Stimulated
Raw264.7 Macrophage Cells
by: Utar, Zulkhurnain
Published: (2014)
by: Utar, Zulkhurnain
Published: (2014)
The Effects Of Mitragynine From
Mitragyna Speciosa On The Mrna
Expression Of Cox-1 And Cox-2 In
Lipopolysaccharide-Stimulated
Raw264.7 Macrophage Cells
by: Utar, Zulkhurnain
Published: (2014)
by: Utar, Zulkhurnain
Published: (2014)
Effects of a single outlier on the coefficient of determination: an empirical study
by: Fitrianto, Anwar, et al.
Published: (2014)
by: Fitrianto, Anwar, et al.
Published: (2014)
Stabilizing sparse Cox model using statistic and semantic structures in electronic medical records
by: Gopakumar, S., et al.
Published: (2015)
by: Gopakumar, S., et al.
Published: (2015)
An Empirical Evaluation of the Discounted Cash Flow Model and Residual Income Model in Equity Valuation
by: Jadallah, Saleem
Published: (2011)
by: Jadallah, Saleem
Published: (2011)
Empirical Bayes block shrinkage for wavelet regression
by: Wang, Xue
Published: (2006)
by: Wang, Xue
Published: (2006)
Assessment of Cox2 and CMV in patients with chronic HCV infection
by: F. Hassan, Heba, et al.
Published: (2017)
by: F. Hassan, Heba, et al.
Published: (2017)
Box-Cox transformation of monthly Malaysian gold price range
by: Gopal, Kathiresan, et al.
Published: (2017)
by: Gopal, Kathiresan, et al.
Published: (2017)
Enhancing Model Selection Based On Penalized Regression Methods And Empirical Mode Decomposition
by: Al Jawarneh, Abdullah Suleiman Saleh
Published: (2021)
by: Al Jawarneh, Abdullah Suleiman Saleh
Published: (2021)
Detection of outliers and influential observations in binary logistic regression: An empirical study.
by: Sarkar, S.K., et al.
Published: (2011)
by: Sarkar, S.K., et al.
Published: (2011)
Assessment of ibuprofen, non-selective cox inhibitor, as a neuroprotective agent in Alzheimer’s model of rats
by: Saxena, Anil Kumar, et al.
Published: (2013)
by: Saxena, Anil Kumar, et al.
Published: (2013)
Robust Estimation Methods And Outlier Detection In Mediation Models
by: Fitrianto, Anwar
Published: (2010)
by: Fitrianto, Anwar
Published: (2010)
Bayesian logistic regression model on risk factors of type 2 diabetes mellitus
by: Chiaka, Emenyonu Sandra
Published: (2016)
by: Chiaka, Emenyonu Sandra
Published: (2016)
Similar Items
-
Measures of influence and weighted partial likelihood estimation for cox proportional hazards regression
by: Loo, Rebecca Ting Jiin
Published: (2016) -
Effects of an outlying observation on multiple linear regression model : an empirical example in forward selection procedures.
by: Fitrianto, Anwar, et al.
Published: (2012) -
Empirical distributions of parameter estimates in binary logistic regression using bootstrap
by: Fitrianto, Anwar, et al.
Published: (2014) -
Using Kaplan Meier and cox regression in survival analysis : An example / Teoh Sian Hoon
by: Teoh, Sian Hoon
Published: (2008) -
Modeling employments rate data using ordinal logistic regression
by: Fitrianto, Anwar, et al.
Published: (2014)