Time series analysis of monthly body weight and blood pressures of one manfrom 29 to 65 years

Citation
Y. Okajima et al., Time series analysis of monthly body weight and blood pressures of one manfrom 29 to 65 years, AM J HUM B, 12(4), 2000, pp. 526-541
Citations number
38
Categorie Soggetti
Sociology & Antropology","Medical Research General Topics
Journal title
AMERICAN JOURNAL OF HUMAN BIOLOGY
ISSN journal
10420533 → ACNP
Volume
12
Issue
4
Year of publication
2000
Pages
526 - 541
Database
ISI
SICI code
1042-0533(200007/08)12:4<526:TSAOMB>2.0.ZU;2-7
Abstract
Time series analysis was carried out on monthly data of body weight and blo od pressure of one male subject from 29 to 65 years of age by the program C ensus X-ll and DECOMP. Body weight increased from 55 kg to 70 kg from 30 to 50 years, then decreased to 60 kg afterward. The trend factor of body weig ht obtained by X-ll fluctuated markedly even after the removal of seasonal and irregular components, The trend factor of systolic blood pressure incre ased from 120 mmHg to 140 mmHg from 40 to 55 years, while diastolic blood p ressure increased from 70 mmHg to 90 mmHg around 40 years of age. These cha nges were also accompanied by many fluctuations. The program DECOMP suggest ed that the fluctuations observed in X-ll were expressed by an autoregressi ve model. From the viewpoint of the most appropriate autoregressive model, it is possible that at younger ages body weight and systolic blood pressure may be affected by the values of the previous several months. On the ether hand, they may be affected by the values of the previous month or two at o lder ages, Spectral analysis was also applied to the autoregressive model. Peaks at about 20, 30, or 40 months were observed in body weight changes. T he pattern of the seasonal factor changed with age in body weight and blood pressure. In body weight, the peak appeared in the summer at younger ages, but; in the autumn or winter at older ages. In blood pressure, the peak di d not always appear in the winter. (C) 2000 Wiley-Liss, Inc.