Skip to main content
edited body; edited tags; edited title
Source Link
kjetil b halvorsen
  • 82.8k
  • 32
  • 201
  • 663

Statistically comparing the variance of two dependetdependent samples

I have two dependent samples of data. Each sample contains N = 800 values (data points) and stem from the same human subjects, that is, sample one is the pre-experimental and sample two the post-experimental group of the same 800 subjects.

Aim: I am not interested in comparing the two groups’ mean for statistical significance, but their variance or, more generally, the distribution in sample one vs. sample two.

Question: I assume that a the Levene test (in case the samples are approximately normally distributed) or the Brown-Forsythe test (in case the samples lack normality) would be the right choice.

I am not interested in checking the data for parametric test assumptions (such as homogeneity of variance) becauesbecause I would like to apply a t-Test later, but because I am interested in potentially different variances between both samples.

Are there better tests for my aim, or are the two suggested tests just fine in my case?

Statistically comparing the variance of two dependet samples

I have two dependent samples of data. Each sample contains N = 800 values (data points) and stem from the same human subjects, that is, sample one is the pre-experimental and sample two the post-experimental group of the same 800 subjects.

Aim: I am not interested in comparing the two groups’ mean for statistical significance, but their variance or, more generally, the distribution in sample one vs. sample two.

Question: I assume that a the Levene test (in case the samples are approximately normally distributed) or the Brown-Forsythe test (in case the samples lack normality) would be the right choice.

I am not interested in checking the data for parametric test assumptions (such as homogeneity of variance) becaues I would like to apply a t-Test later, but because I am interested in potentially different variances between both samples.

Are there better tests for my aim, or are the two suggested tests just fine in my case?

Statistically comparing the variance of two dependent samples

I have two dependent samples of data. Each sample contains N = 800 values (data points) and stem from the same human subjects, that is, sample one is the pre-experimental and sample two the post-experimental group of the same 800 subjects.

Aim: I am not interested in comparing the two groups’ mean for statistical significance, but their variance or, more generally, the distribution in sample one vs. sample two.

Question: I assume that a the Levene test (in case the samples are approximately normally distributed) or the Brown-Forsythe test (in case the samples lack normality) would be the right choice.

I am not interested in checking the data for parametric test assumptions (such as homogeneity of variance) because I would like to apply a t-Test later, but because I am interested in potentially different variances between both samples.

Are there better tests for my aim, or are the two suggested tests just fine in my case?

Source Link
Philipp
  • 307
  • 1
  • 7

Statistically comparing the variance of two dependet samples

I have two dependent samples of data. Each sample contains N = 800 values (data points) and stem from the same human subjects, that is, sample one is the pre-experimental and sample two the post-experimental group of the same 800 subjects.

Aim: I am not interested in comparing the two groups’ mean for statistical significance, but their variance or, more generally, the distribution in sample one vs. sample two.

Question: I assume that a the Levene test (in case the samples are approximately normally distributed) or the Brown-Forsythe test (in case the samples lack normality) would be the right choice.

I am not interested in checking the data for parametric test assumptions (such as homogeneity of variance) becaues I would like to apply a t-Test later, but because I am interested in potentially different variances between both samples.

Are there better tests for my aim, or are the two suggested tests just fine in my case?