Estimation of Transition Probabilities for the Illness-Death Model: Package TP.idm
In this paper the R package TP.idm to compute an empirical transition probability matrix for the illness-death model is introduced. This package implements a novel nonparametric estimator which is particularly well suited for non-Markov processes observed under right censoring. Variance estimates an...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Foundation for Open Access Statistics
2018-02-01
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| Series: | Journal of Statistical Software |
| Subjects: | |
| Online Access: | https://www.jstatsoft.org/index.php/jss/article/view/2429 |
| _version_ | 1818543170218098688 |
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| author | Vanesa Balboa Jacobo de Uña-Álvarez |
| author_facet | Vanesa Balboa Jacobo de Uña-Álvarez |
| author_sort | Vanesa Balboa |
| collection | DOAJ |
| description | In this paper the R package TP.idm to compute an empirical transition probability matrix for the illness-death model is introduced. This package implements a novel nonparametric estimator which is particularly well suited for non-Markov processes observed under right censoring. Variance estimates and confidence limits are also implemented in the package. |
| first_indexed | 2024-12-11T22:31:49Z |
| format | Article |
| id | doaj.art-37a9c6e420724f18822609a92478584c |
| institution | Directory Open Access Journal |
| issn | 1548-7660 |
| language | English |
| last_indexed | 2024-12-11T22:31:49Z |
| publishDate | 2018-02-01 |
| publisher | Foundation for Open Access Statistics |
| record_format | Article |
| series | Journal of Statistical Software |
| spelling | doaj.art-37a9c6e420724f18822609a92478584c2022-12-22T00:48:07ZengFoundation for Open Access StatisticsJournal of Statistical Software1548-76602018-02-0183111910.18637/jss.v083.i101194Estimation of Transition Probabilities for the Illness-Death Model: Package TP.idmVanesa BalboaJacobo de Uña-ÁlvarezIn this paper the R package TP.idm to compute an empirical transition probability matrix for the illness-death model is introduced. This package implements a novel nonparametric estimator which is particularly well suited for non-Markov processes observed under right censoring. Variance estimates and confidence limits are also implemented in the package.https://www.jstatsoft.org/index.php/jss/article/view/2429Aalen-Johansenmarkov conditionmulti-state modelsnonparametric estimation |
| spellingShingle | Vanesa Balboa Jacobo de Uña-Álvarez Estimation of Transition Probabilities for the Illness-Death Model: Package TP.idm Journal of Statistical Software Aalen-Johansen markov condition multi-state models nonparametric estimation |
| title | Estimation of Transition Probabilities for the Illness-Death Model: Package TP.idm |
| title_full | Estimation of Transition Probabilities for the Illness-Death Model: Package TP.idm |
| title_fullStr | Estimation of Transition Probabilities for the Illness-Death Model: Package TP.idm |
| title_full_unstemmed | Estimation of Transition Probabilities for the Illness-Death Model: Package TP.idm |
| title_short | Estimation of Transition Probabilities for the Illness-Death Model: Package TP.idm |
| title_sort | estimation of transition probabilities for the illness death model package tp idm |
| topic | Aalen-Johansen markov condition multi-state models nonparametric estimation |
| url | https://www.jstatsoft.org/index.php/jss/article/view/2429 |
| work_keys_str_mv | AT vanesabalboa estimationoftransitionprobabilitiesfortheillnessdeathmodelpackagetpidm AT jacobodeunaalvarez estimationoftransitionprobabilitiesfortheillnessdeathmodelpackagetpidm |