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What are nonparametric methods?
Non-Parametric methods are used when we 
examine sample statistics
Non-Parametric methods are used when we 
examine sample statistics as a representation of 
population parameters
Parametric methods are used when we examine 
sample statistics as a representation of 
population parameters when the distribution is 
skewed or the data is ordinal / nominal.
Parametric methods are used when we examine 
sample statistics as a representation of 
population parameters when the distribution is 
skewed or the data is ordinal / nominal. 
Skewed 
Distributions
Parametric methods are used when we examine 
sample statistics as a representation of 
population parameters when the distribution is 
skewed or the data is ordinal / nominal. 
Skewed 
Distributions
Parametric methods are used when we examine 
sample statistics as a representation of 
population parameters when the distribution is 
skewed or the data is ordinal / nominal.
Parametric methods are used when we examine 
sample statistics as a representation of 
population parameters when the distribution is 
skewed or the data is ordinal / nominal. 
Or ranked data like 
percentiles %
Parametric methods are used when we examine 
sample statistics as a representation of 
population parameters when the distribution is 
skewed or the data is ordinal / nominal.
Parametric methods are used when we examine 
sample statistics as a representation of 
population parameters when the distribution is 
skewed or the data is ordinal / nominal. 
1 = American 
2 = Canadian

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What is a nonparametric method?

  • 2. Non-Parametric methods are used when we examine sample statistics
  • 3. Non-Parametric methods are used when we examine sample statistics as a representation of population parameters
  • 4. Parametric methods are used when we examine sample statistics as a representation of population parameters when the distribution is skewed or the data is ordinal / nominal.
  • 5. Parametric methods are used when we examine sample statistics as a representation of population parameters when the distribution is skewed or the data is ordinal / nominal. Skewed Distributions
  • 6. Parametric methods are used when we examine sample statistics as a representation of population parameters when the distribution is skewed or the data is ordinal / nominal. Skewed Distributions
  • 7. Parametric methods are used when we examine sample statistics as a representation of population parameters when the distribution is skewed or the data is ordinal / nominal.
  • 8. Parametric methods are used when we examine sample statistics as a representation of population parameters when the distribution is skewed or the data is ordinal / nominal. Or ranked data like percentiles %
  • 9. Parametric methods are used when we examine sample statistics as a representation of population parameters when the distribution is skewed or the data is ordinal / nominal.
  • 10. Parametric methods are used when we examine sample statistics as a representation of population parameters when the distribution is skewed or the data is ordinal / nominal. 1 = American 2 = Canadian