ESDU 91041@ which supersedes ESDU 68014@ explains the analysis of samples of less than 30 to predict the behaviour of the population. The analysis includes the prediction of mean values@ standard deviations@ percentiles and coefficients of variation. Also included is a method for comparison of samples which is particularly useful if it can be used to show two small samples may be combined into one larger sample so improving the accuracy of predictions. It is also useful when comparing the influence of design changes. Tables of the required statistics are included and equations are provided that allow less commonly used statistics to be estimated to an acceptable engineering accuracy. A fully worked example illustrates the major facets of the analysis of small samples. A Fortran program@ ESDUpac A9141@ is provided on disc in the software volume both as source code and compiled to run within ESDUview@ accessible under MS DOS. It accepts a sample and outputs the mean and the standard deviation; it also performs a goodness-of- fit test to a chosen significance level. It then calculates@ to chosen confidence levels@ the population mean and standard deviation@ a chosen population percentile and the population coefficient of variation.
ESDU 91041 B-1993 history
1993ESDU 91041 B-1993 The statistical analysis of data from Normal distributions@ with particular reference to small samples.