| LDR | | 02286nmm uu200409 4500 |
| 001 | | 000000333804 |
| 005 | | 20240805174553 |
| 008 | | 181129s2018 |||||||||||||||||c||eng d |
| 020 | |
▼a 9780438127111 |
| 035 | |
▼a (MiAaPQ)AAI10903105 |
| 035 | |
▼a (MiAaPQ)umichrackham:001243 |
| 040 | |
▼a MiAaPQ
▼c MiAaPQ
▼d 248032 |
| 082 | 0 |
▼a 574 |
| 100 | 1 |
▼a Chen, Yu-Pu. |
| 245 | 10 |
▼a Semiparametric Latent Variable Models for Chronic Diseases with Responses of Multiple Types and Scales. |
| 260 | |
▼a [S.l.] :
▼b University of Michigan.,
▼c 2018 |
| 260 | 1 |
▼a Ann Arbor :
▼b ProQuest Dissertations & Theses,
▼c 2018 |
| 300 | |
▼a 199 p. |
| 500 | |
▼a Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B. |
| 500 | |
▼a Adviser: Alexander Tsodikov. |
| 502 | 1 |
▼a Thesis (Ph.D.)--University of Michigan, 2018. |
| 520 | |
▼a In chronic diseases, research often centers on discovering a latent trait trajectory that manifests itself through multiple response variables on different measurement scales. In longitudinal studies, it is common to collect multivariate respons |
| 520 | |
▼a In Chapter II, we study survival models of cancer where a latent trait is responsible for the cure process. Traditional cure models assume that the cure status is determined at the beginning of the follow up. However, patients often receive trea |
| 520 | |
▼a Chapter III addresses the challenge of latent trait measurement through multiple outcomes of different scales, which are often collected when the construct of interest cannot be measured directly. We proposed a shared latent variable model where |
| 520 | |
▼a Chapter IV extends the method of Chapter III to allow for longitudinal responses of mixed types. We proposed a joint modeling approach for nonparametrically transformed multivariate longitudinal responses of mixed scales. Multivariate longitudin |
| 590 | |
▼a School code: 0127. |
| 650 | 4 |
▼a Biostatistics. |
| 690 | |
▼a 0308 |
| 710 | 20 |
▼a University of Michigan.
▼b Biostatistics. |
| 773 | 0 |
▼t Dissertation Abstracts International
▼g 79-12B(E). |
| 773 | |
▼t Dissertation Abstract International |
| 790 | |
▼a 0127 |
| 791 | |
▼a Ph.D. |
| 792 | |
▼a 2018 |
| 793 | |
▼a English |
| 856 | 40 |
▼u http://www.riss.kr/pdu/ddodLink.do?id=T15000599
▼n KERIS |
| 980 | |
▼a 201812
▼f 2019 |
| 990 | |
▼a 관리자 |