Cai Yong, Song Xin, Xu Gang, Wang Yang
School of Public Health, Shanghai Second Medical University, Shanghai 200025, China.
Shanghai Kou Qiang Yi Xue. 2004 Apr;13(2):134-6.
Measurement data, which is obtained by measuring the size of numeric value, is consisted of numerical variables. In clinic research, the collected data covers quite of numerical variables. Composed of those numerical variables, the measurement data has to be correspondingly analyzed in the special statistical methods in the light of their design methods. The statistical methods of measurement data include descriptive statistics and inferential statistics. Descriptive statistics is mainly used to describe the distribution laws and the characters/features of the data. For instance, when measuring the central tendency and dispersion tendency of the data, methods such as calculating the mean and the standard deviation can be considered. Inferential statistics is mainly employed to estimate the confidence limit such as estimating the 95% confidence interval and to have the hypothesis testing in the example of having t test and analysis of variance. By highlighting the specific statistical methods of measurement data, this review intends to help the clinicians and researchers select correct statistical methods in accordance with measurement data.
通过测量数值大小获得的测量数据由数值变量组成。在临床研究中,收集的数据涵盖了相当多的数值变量。由这些数值变量组成的测量数据必须根据其设计方法采用特殊的统计方法进行相应分析。测量数据的统计方法包括描述性统计和推断性统计。描述性统计主要用于描述数据的分布规律和特征。例如,在测量数据的集中趋势和离散趋势时,可以考虑计算均值和标准差等方法。推断性统计主要用于估计置信限,如估计95%置信区间,并以t检验和方差分析为例进行假设检验。通过突出测量数据的具体统计方法,本综述旨在帮助临床医生和研究人员根据测量数据选择正确的统计方法。