Automated statistical analysis of microbial enumeration by dilution series

作者：M. A. Hurley, Margaret Roscoe · 发表于：Journal of Applied Bacteriology · 年份：1983 · DOI：10.1111/j.1365-2672.1983.tb02660.x · 被引用次数：318 · 研究领域：Statistical Methods and Bayesian Inference、Statistical Methods in Clinical Trials、Advanced Statistical Process Monitoring

Equations are formulated for the standard error and confidence interval for the MPN estimate of microbial density from a general dilution series. A statistical test of homogeneity is presented. This tests whether a handling error in the dilution series may have occurred which would invalidate the density estimate. The analysis may be automated using a Basic computer program which contains a fast algorithm for the solution of the general MPN equation. This allows the calculation of the MPN, standard error, 95% confidence interval and test statistic for any dilution series, with any degree of replication at each dilution level, with variable sample volumes at each dilution level, with variable dilution ratio between levels, and with any number of levels.