Department of Psychology, University of Virginia, Charlottesville, VA 22903, USA.
Psychol Aging. 2009 Dec;24(4):858-62. doi: 10.1037/a0017912.
This article addresses three issues germane to experimental design and statistical analysis of intraindividual variability such as the articles contained within this special section. First, the time scale of the measurement of a process can have profound effects on the outcome of analyses of the resulting time series. Measurement in time poses special problems in the design of experiments: the time scale of the measurements must be appropriate for the time scale of the process. Second, deterministic and stochastic models should be fit at the individual level and only at a second level should individual differences in parameters be modeled. Third, one must consider the possibility that nomothetic relations may be exposed by the invariance of covariance between latent variables rather than within a factor analytic measurement model.
本文主要讨论了三个与个体内变异性的实验设计和统计分析相关的问题,例如本特刊中的文章。首先,过程测量的时间尺度会对时间序列分析结果产生深远影响。在实验设计中,测量的时间尺度必须与过程的时间尺度相适应。其次,确定性和随机性模型应在个体水平上进行拟合,并且只有在第二级水平上才应对参数的个体差异进行建模。第三,必须考虑到这样一种可能性,即共变量的不变性可能会揭示出同型关系,而不是在因子分析测量模型内。