Survival analysis with coarsely observed covariates
In this paper we consider analysis of survival data with incomplete covariate information. We model the incomplete covariates as a random coarsening of the complete covariate, and an overview of the theory of coarsening at random is given. Various ways of estimating the parameters of the model for t...
| Author: | |
|---|---|
| Format: | Article |
| Publication date: | 2003 |
| Country: | España |
| Institution: | Universitat Politècnica de Catalunya (UPC) |
| Repository: | UPCommons. Portal del coneixement obert de la UPC |
| Language: | English |
| OAI Identifier: | oai:upcommons.upc.edu:2099/3732 |
| Online Access: | https://hdl.handle.net/2099/3732 |
| Access Level: | Open access |
| Keyword: | Survival Analysis Estadística Classificació AMS::62 Statistics::62N Survival analysis and censored data |
| _version_ | 1878732334050574336 |
|---|---|
| author | Nielsen, Søren Feodor |
| author_browse | Nielsen, Søren Feodor |
| author_facet | Nielsen, Søren Feodor |
| author_role | author |
| collection | UPCommons. Portal del coneixement obert de la UPC |
| description | In this paper we consider analysis of survival data with incomplete covariate information. We model the incomplete covariates as a random coarsening of the complete covariate, and an overview of the theory of coarsening at random is given. Various ways of estimating the parameters of the model for the survival data given the covariates are discussed and compared. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | ES_4106d53baf389dbc6d7a8d5d8d6c04ab |
| institution | Universitat Politècnica de Catalunya (UPC) |
| instname_str | Universitat Politècnica de Catalunya (UPC) |
| language | eng |
| network_acronym_str | ES |
| network_name_str | España |
| oai_identifier_str | oai:upcommons.upc.edu:2099/3732 |
| publishDate | 2003 |
| publishDateSort | 2003 |
| publisher | Institut d'Estadística de Catalunya |
| publisherStr | Institut d'Estadística de Catalunya |
| reponame_str | UPCommons. Portal del coneixement obert de la UPC |
| spelling | Survival analysis with coarsely observed covariates Nielsen, Søren Feodor Survival Analysis Estadística Classificació AMS::62 Statistics::62N Survival analysis and censored data In this paper we consider analysis of survival data with incomplete covariate information. We model the incomplete covariates as a random coarsening of the complete covariate, and an overview of the theory of coarsening at random is given. Various ways of estimating the parameters of the model for the survival data given the covariates are discussed and compared. Peer Reviewed Institut d'Estadística de Catalunya https://hdl.handle.net/2099/3732 |
| spellingShingle | Survival analysis with coarsely observed covariates Nielsen, Søren Feodor Survival Analysis Estadística Classificació AMS::62 Statistics::62N Survival analysis and censored data |
| title | Survival analysis with coarsely observed covariates |
| title_full | Survival analysis with coarsely observed covariates |
| title_fullStr | Survival analysis with coarsely observed covariates |
| title_full_unstemmed | Survival analysis with coarsely observed covariates |
| title_short | Survival analysis with coarsely observed covariates |
| title_sort | Survival analysis with coarsely observed covariates |
| topic | Survival Analysis Estadística Classificació AMS::62 Statistics::62N Survival analysis and censored data |
| topic_facet | Survival Analysis Estadística Classificació AMS::62 Statistics::62N Survival analysis and censored data |
| url | https://hdl.handle.net/2099/3732 |