MARC details
| 000 -LEADER |
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| fixed length control field |
02848nam a22004937a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
160715s20152015 xxu||||| |||| 00| 0 eng d |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER |
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| International Standard Serial Number |
1932-6203 |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
Ovid MEDLINE(R) |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) |
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| PMID |
26414328 |
| 245 ## - TITLE STATEMENT |
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| Title |
Randomly and Non-Randomly Missing Renal Function Data in the Strong Heart Study: A Comparison of Imputation Methods. |
| 251 ## - Source |
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| Source |
PLoS ONE [Electronic Resource]. 10(9):e0138923, 2015. |
| 252 ## - Abbreviated Source |
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| Abbreviated source |
PLoS ONE. 10(9):e0138923, 2015. |
| 253 ## - Journal Name |
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| Journal name |
PloS one |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Year |
2015 |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Manufacturer |
FY2016 |
| 266 ## - Date added to catalog |
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| Date added to catalog |
2016-07-15 |
| 501 ## - WITH NOTE |
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| Local holdings |
Available online through MWHC library: 2006 - present |
| 520 ## - SUMMARY, ETC. |
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| Abstract |
Kidney and cardiovascular disease are widespread among populations with high prevalence of diabetes, such as American Indians participating in the Strong Heart Study (SHS). Studying these conditions simultaneously in longitudinal studies is challenging, because the morbidity and mortality associated with these diseases result in missing data, and these data are likely not missing at random. When such data are merely excluded, study findings may be compromised. In this article, a subset of 2264 participants with complete renal function data from Strong Heart Exams 1 (1989-1991), 2 (1993-1995), and 3 (1998-1999) was used to examine the performance of five methods used to impute missing data: listwise deletion, mean of serial measures, adjacent value, multiple imputation, and pattern-mixture. Three missing at random models and one non-missing at random model were used to compare the performance of the imputation techniques on randomly and non-randomly missing data. The pattern-mixture method was found to perform best for imputing renal function data that were not missing at random. Determining whether data are missing at random or not can help in choosing the imputation method that will provide the most accurate results. |
| 546 ## - LANGUAGE NOTE |
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| Language note |
English |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
*Heart/ph [Physiology] |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
*Kidney/ph [Physiology] |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Confidence Intervals |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Creatinine/bl [Blood] |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Female |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Humans |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Male |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Middle Aged |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Proportional Hazards Models |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Risk Factors |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Time Factors |
| 651 ## - SUBJECT ADDED ENTRY--GEOGRAPHIC NAME |
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| Institution |
MedStar Health Research Institute |
| 657 ## - INDEX TERM--FUNCTION |
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| Medline publication type |
Comparative Study |
| 657 ## - INDEX TERM--FUNCTION |
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| Medline publication type |
Journal Article |
| 657 ## - INDEX TERM--FUNCTION |
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| Medline publication type |
Research Support, N.I.H., Extramural |
| 657 ## - INDEX TERM--FUNCTION |
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| Medline publication type |
Research Support, U.S. Gov't, Non-P.H.S. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Local Authors |
Howard, Barbara V |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Local Authors |
Shara, Nawar M |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Local Authors |
Umans, Jason G |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Local Authors |
Wang, Hong |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Local Authors |
Yassin, Sayf A |
| 790 ## - Authors |
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| All authors |
Howard BV, Lee ET, Shara N, Umans JG, Valaitis E, Wang H, Wang W, Yassin SA |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
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| DOI |
<a href="http://dx.doi.org/10.1371/journal.pone.0138923">http://dx.doi.org/10.1371/journal.pone.0138923</a> |
| Public note |
http://dx.doi.org/10.1371/journal.pone.0138923 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Koha item type |
Journal Article |
| Item type description |
Article |
