| LDR | | 02248nmm uu200409 4500 |
| 001 | | 000000332665 |
| 005 | | 20240805171220 |
| 008 | | 181129s2018 |||||||||||||||||c||eng d |
| 020 | |
▼a 9780438064898 |
| 035 | |
▼a (MiAaPQ)AAI10790311 |
| 035 | |
▼a (MiAaPQ)unc:17812 |
| 040 | |
▼a MiAaPQ
▼c MiAaPQ
▼d 248032 |
| 082 | 0 |
▼a 574 |
| 100 | 1 |
▼a Wilson, Rebbecca P. |
| 245 | 10 |
▼a Using the Multilevel Generalized Mixed Model to Impute Missing Accelermometry. |
| 260 | |
▼a [S.l.] :
▼b The University of North Carolina at Chapel Hill.,
▼c 2018 |
| 260 | 1 |
▼a Ann Arbor :
▼b ProQuest Dissertations & Theses,
▼c 2018 |
| 300 | |
▼a 111 p. |
| 500 | |
▼a Source: Dissertation Abstracts International, Volume: 79-10(E), Section: B. |
| 500 | |
▼a Advisers: Shrikant Bangdiwala |
| 502 | 1 |
▼a Thesis (Dr.P.H.)--The University of North Carolina at Chapel Hill, 2018. |
| 520 | |
▼a Accelerometers provide objective measures of physical activity and sedentary behavior. Typically, the device is worn for one week during all waking hours to measure physical activity counts for a period time (e.g., minute). A challenge is accoun |
| 520 | |
▼a We proposed imputing counts/min for nonwear using a multilevel generalized mixed model (MGMM) and account for multivariate counts under a complex survey design. Using data from the Hispanic Community Health Study/ Study of Latinos (2008 -- 2011) |
| 520 | |
▼a Our results showed that (1) accelerometer average counts/min were higher for wear versus nonwear segments in an interval, thus, we concluded that the MCAR assumption of the ad hoc approach was not tenable. (2) The MGMM indicated a clear associat |
| 520 | |
▼a Further research in this area will greatly improve physical activity guidelines established using accelerometer data that better accounts for nonwear time. |
| 590 | |
▼a School code: 0153. |
| 650 | 4 |
▼a Biostatistics. |
| 690 | |
▼a 0308 |
| 710 | 20 |
▼a The University of North Carolina at Chapel Hill.
▼b Biostatistics. |
| 773 | 0 |
▼t Dissertation Abstracts International
▼g 79-10B(E). |
| 773 | |
▼t Dissertation Abstract International |
| 790 | |
▼a 0153 |
| 791 | |
▼a Dr.P.H. |
| 792 | |
▼a 2018 |
| 793 | |
▼a English |
| 856 | 40 |
▼u http://www.riss.kr/pdu/ddodLink.do?id=T14997559
▼n KERIS |
| 980 | |
▼a 201812
▼f 2019 |
| 990 | |
▼a 관리자 |