Modeling a Cross-Sectional Response Variable with Longitudinal Predictors: An Example of Pulse Pressure and Pulse Wave Velocity. (Record no. 3292)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01788nam a22003017a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 180508s20092009 xxu||||| |||| 00| 0 eng d |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER | |
| International Standard Serial Number | 0266-4763 |
| 024 ## - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1080/02664760802478208 [doi] |
| 024 ## - OTHER STANDARD IDENTIFIER | |
| Standard number or code | NIHMS70508 [mid] |
| 024 ## - OTHER STANDARD IDENTIFIER | |
| Standard number or code | PMC2699272 [pmc] |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | Ovid MEDLINE(R) |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| PMID | 20087408 |
| 245 ## - TITLE STATEMENT | |
| Title | Modeling a Cross-Sectional Response Variable with Longitudinal Predictors: An Example of Pulse Pressure and Pulse Wave Velocity. |
| 251 ## - Source | |
| Source | Journal of Applied Statistics. 36(6):611-619, 2009 Jun |
| 252 ## - Abbreviated Source | |
| Abbreviated source | J Appl Stat. 36(6):611-619, 2009 Jun |
| 253 ## - Journal Name | |
| Journal name | Journal of applied statistics |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Year | 2009 |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Manufacturer | FY2009 |
| 266 ## - Date added to catalog | |
| Date added to catalog | 2018-05-08 |
| 520 ## - SUMMARY, ETC. | |
| Abstract | We wish to model pulse wave velocity (PWV) as a function of longitudinal measurements of pulse pressure (PP) at the same and prior visits at which the PWV is measured. A number of approaches are compared. First, we use the PP at the same visit as the PWV in a linear regression model. In addition, we also use the average of all available PP's as the explanatory variable in a linear regression model. Next, a two-stage process is applied. The longitudinal PP is modeled using a linear mixed-effects model. This modeled PP is used in the regression model to describe PWV. An approach for using the longitudinal PP data is to obtain a measure of cumulative burden, the area under the PP curve (AUC). This AUC is used as an explanatory variable to model PWV. Finally, a joint Bayesian model is constructed similar to the two-stage model. |
| 546 ## - LANGUAGE NOTE | |
| Language note | English |
| 651 ## - SUBJECT ADDED ENTRY--GEOGRAPHIC NAME | |
| Institution | MedStar Heart & Vascular Institute |
| 657 ## - INDEX TERM--FUNCTION | |
| Medline publication type | Journal Article |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Local Authors | Najjar, Samer S |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Local Authors | Shetty, Veena |
| 790 ## - Authors | |
| All authors | Morrell CH, Najjar SS, Shetty V |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Journal Article |
| Item type description | Article |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection | Home library | Current library | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MedStar Authors Catalog | MedStar Authors Catalog | 05/08/2018 | 20087408 | 20087408 | 05/08/2018 | 05/08/2018 | Journal Article |