An official website of the United States government.

Site Map for CADDIS

Volume 1- Stressor Identification

Stressor Identification Guidebook

Top of Page

Volume 3 - Examples and Applications

Top of Page

Volume 4 - Data Analysis

  • Basic Information
  • Selecting an Analysis Approach
    • How Can I Use My Data?
    • Establishing Differences from Expectations
    • Estimating Stressor-Response Relationships
  • Getting Started
    • Assembling Data
    • Matching Data
    • Organizing Data Along Causal Pathways
    • Data Quality
  • Basic Principles and Issues
    • Interpreting Statistics
    • Autocorrelation
    • Confounding
  • Exploratory Data Analysis
    • Exploratory Data Analysis (EDA)
    • Variable Distributions
    • Scatterplots
    • Correlation Analysis
    • Conditional Probability Analysis
    • Multivariate Approaches for Exploring Associations Among Stressor Variables
    • Mapping Data: Spatial Analysis and GIS

Top of Page

Analysis and Tools

  • Basic Analyses
    • Tests of Significant Difference
    • Regression Analysis
    • Quantile Regression
    • Classification and Regression Tree (CART) Analysis
  • Advanced Analyses
    • Controlling for Natural Variability
    • Predicting Environmental Conditions from Biological Observations (PECBO)
    • Analyzing Trait Data
    • Propensity Score Analysis
    • Species Sensitivity Distributions (SSDs)
  • Download Software
    • Overview
    • CADStat
    • Species Sensitivity Distribution (SSD) Generator
    • R Command Line Tutorial

Data Analysis Topics

Top of Page