LDR | | 00000nmm u2200205 4500 |
001 | | 000000332665 |
005 | | 20241204112530 |
008 | | 181129s2018 ||| | | | eng d |
020 | |
▼a 9780438064898 |
035 | |
▼a (MiAaPQ)AAI10790311 |
035 | |
▼a (MiAaPQ)unc:17812 |
040 | |
▼a MiAaPQ
▼c MiAaPQ
▼d 248032 |
049 | 1 |
▼f DP |
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
▼b 관리자 |