Statistical characterization of data. Distributions of environmental data. Identification of environmental system changes. Outlier detection. Limit of detection and treatment of censored data. Hypothesis testing of environmental data. Correlation and regression analysis. Experimental design for environmental engineering research. Application of statistical analysis software.