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PROC NLIN College of Agriculture
Outline http://www.uidaho.edu/ag/statprog
  1. Introduction
  2. Data Structure
    1. Response Variable - numeric
    2. Regressor (independent) Variable - numeric
  3. Statements
    1. Required
      1. PROC NLIN
        1. METHODS
      2. PARMS
        1. Parameter Definition
        2. Starting Values
      3. MODEL
      4. DER (Derivatives)
        1. Naming Convention
    2. Optional
      1. BOUNDS
      2. OUTPUT
      3. Programming
  4. Examples
  5. Special Topics
    1. Diagnostics
      1. Residual Analysis
        1. Univariate summaries
        2. Residual plots
      2. Nonlinearity
        1. Profile t-plots
        2. Profile Pair Sketches
    2. Linearization
      1. Transformations
    3. Parameterization
      1. Model Behavior
      2. Parameter Interpretation
    4. Contrasts and Model Comparisons
      1. Hypothesis Testing
        1. Single df tests
        2. Multiple df tests