All Terrain Thinking

A Compendium of things I think are Important

"If you teach a man to think he is thinking, he will love you. If you teach a man to think, he will hate you. - Ed McArthur"
 
 

Statistics: It's not just whats' in your wallet

A Guide to Statistics

Web Sites

Descriptive Statistics: Methods of summarizing or describing data

Central Tendency (mean, median, mode)

Variability (range, variance, standard deviation)

Normal Distribution

Inferential Statistics: Methods designed to allow inferences about population based on sample

Probability

Hypothesis testing

Confidence intervals

Regression

  • Basic Estimation Techniques
  • Examination of Results
    • Tests for Significance: Entire Equation
    • Tests for Significance: Individual Variables (Coefficients)
      • Quantitative Importance
      • Statistical Significance
  • Advanced Estimation Techniques / Potential Estimation Problems
    • Specification Error
    • Multicollinearity
    • Heteroscedasticity
    • Autocorrelation
    • Structural Change
    • Simultaneous Equation Bias/Estimation

Glossary

 

 

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