Question

Briefly explain how we can determine if one comparison is more comprehensive than another.

Briefly explain how we can determine if one comparison is more comprehensive than another.

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Answer #1

Answer

  • When several means to compare 't' tests are not valid.
  • Analysis of variance (ANOVA) is the appropriate method to determine if one comparison is more comprehensive than other.
  • It was developed by Ronald Fisher.
  • ANOVA determines whether there are any statistically significant differences between the means of three or more independent groups.
  • There are two types of ANOVA
  • one way ANOVA, the one factor or independent variable analyzed has three or more categorical groups.

Eg: Effect of three different ethnicities on hypertension.

  • Two way ANOVA compares multiple groups of two factors

Eg: Compare job satisfaction of staff nurses based on difference department ,age & gender.

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