T. Busso et al., BREATH-TO-BREATH RELATIONSHIPS BETWEEN RESPIRATORY CYCLE VARIABLES INHUMANS AT FIXED END-TIDAL PCO2 AND PO2, Journal of applied physiology, 81(5), 1996, pp. 2287-2296
This study examined the statistical properties of breath-to-breath var
iations in the inspiratory and expiratory volumes and times during res
t and light exercise. Sixty data sets were analyzed. Initial data and
residuals after fitting time-series models were examined for 1) sustai
ned periodicities with use of spectral analysis, 2) temporal changes i
n signal power with use of evolutionary spectral analysis, and 3) auto
- and cross correlations with use of a portmanteau test. The major fin
dings were as follows: I) no sustained periodic components were detect
ed; 2)temporal changes in signal power were normally present, but thes
e did not affect significantly the results from time-series modeling;
3) for all variables, a simple autoregressive moving average (ARMA) AR
(1)MA(1) model generally described the autocorrelation; 4) considerabl
e cross correlation remained between residuals from the AR(1)MA(1) mod
el; 5) relationships between variables could be described by using a m
ultivariate time-series model; 6) residual fluctuations in end-tidal P
CO2 had little influence; and 7) responses were broadly similar betwee
n rest and exercise, although some quantitative differences were found
. The multivariate model provides a description of the structure of th
e interrelationships between cycle variables in a quantitative and a q
ualitative form.