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Study design

Compare groups analysis study requirements and dataset layout.

Requirements

  • A quantitative response variable.
  • A categorical factor variable with 2 or more levels.

Dataset layout

Use a column for the response variable (Height) and a column for the factor variable (Sex); each row has the values of the variables for a case (Subject).

Subject (optional) Sex Height
1 Male 175
2 Male 180
3 Male 160
4 Male 190
5 Male 180
6 Female 150
7 Female 140
8 Female 160
9 Female 165
10 Female 180
… … …
Note: Do not split groups into separate columns. For example, you should not record the heights of males in one column and heights of females in another.
Available in Analyse-it Editions
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  •  What is Analyse-it?
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  •  Distribution
  •  Compare groups
  •  Calculating univariate descriptive statistics, by group
  •  Side-by-side univariate plots
  •  Creating side-by-side univariate plots
  •  Equality of means/medians hypothesis test
  •  Equivalence of means hypothesis test
  •  Tests for means/medians
  •  Testing equality of means/medians
  •  Testing equivalence of means
  •  Difference between means/medians effect size
  •  Estimators for the difference in means/medians
  •  Estimating the difference between means/medians
  •  Multiple comparisons
  •  Mean-Mean scatter plot
  •  Multiple comparison procedures
  •  Comparing multiple means/medians
  •  Homogeneity of variance hypothesis test
  •  Tests for homogeneity of variance
  •  Testing homogeneity of variance
  •  Study design
  •  Compare pairs
  •  Contingency tables
  •  Correlation and association
  •  Principal component analysis (PCA)
  •  Factor analysis (FA)
  •  Item reliability
  •  Fit model
  •  Method comparison / Agreement
  •  Measurement systems analysis (MSA)
  •  Reference interval
  •  Diagnostic performance
  •  Survival/Reliability
  •  Control charts
  •  Process capability
  •  Pareto analysis
  •  Study Designs
  •  Bibliography



Version 6.15
Published 18-Apr-2023
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Statistical analysis and method validation software for Microsoft Excel.
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