Environmental Statistics with R

Steven P. Millard is a consultant in Seattle, Washington. Nagaraj K. Neerchal is the chair of the Department of Mathematics and Statistics at the University of Maryland in Baltimore. Philip Dixon is a professor of statistics at Iowa State University in Ames.

Introduction. Designing a Sampling Program. Probability Distributions. Looking at Data. Inference for Distribution Parameters and Related Quantities. Calculating Confidence Intervals. Quantiles, Prediction Intervals, Tolerance Intervals, and Control Charts. Hypothesis Tests for Comparing to a Standard. Hypothesis Tests for Comparing Groups. Regression and Correlation. Detection Limits and Censored Data. Time Series Analysis. Spatial Statistics. Monte Carlo Simulation and Risk Assessment.