I. Statistical Thinking in Environmental Decision-Making
A. Framework for Statistical Thinking
B. Environmental Pollution Data
C. Environmental Populations: Sampling in Space and Time
D. Regulatory Law
 
II. STATGRAPHICS Fundamentals

III. Sampling Designs

A. Fundamentals
B. Simple Random Sampling
C. Stratified Random Sampling
D. Two-Stage Sampling
E. Composite and Three-Stage Sampling
F. Systematic Sampling
G. Double Sampling
 
IV. Locating Hot Spots
A. Sampling Design
B. Size of Hot Spot, Probabilities and Risks
 
V. Environmental Data
A. Skewed Distribution Inferences
B. Nonparametric Inferences
C. Censored Data: Detection Limits
D. Outliers
 
VI. Environmental Monitoring
A. Data Screening
B. Control Charts
C. Trends and Seasonality
 
VII. Comparing Populations
A. Paired Data Sets
B. Independent Data Sets

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