Question: A statistical test to call group connectivity based on individual connectivities.
1
gravatar for thejustpark
4.8 years ago by
thejustpark70
United States
thejustpark70 wrote:

Guys, 

 

I am looking for a statistical test for my purpose. 

Although I believe that this test should exist, can't find one. 

 

Given 1000 genes and many connections between them, 

suppose you have two subgroups of genes from the population, each consisting of 5 genes, and are asked if the groups share significantly many connections. 

One way to answer is to count individual connections between genes in the groups. 

Suppose group A has gene 1,2,3,4,5, and group B has gene 6,7,8,9,10. 

When any gene can be connected to any gene, there can be 25 possible connections between group A and B. 

Now, if there are actually 23~24 connections between the groups, probably you can say the groups are connected. 

On the other hand, if there are only 2~3, then probably they're not. 

But what kind of statistical test can estimate the p-value more systematically?

 

I think I can calculate the distribution from which to calculate the p-value.

Since all genes and all connections are given, I can just simulate groups (according to actual size of group A and B) and count their connections many times for the distribution. Then, I can calculate p-value of the number of connections between group A and B with respect to the distribution. 

But I think there might be a more systematic way to do this, can you please show me what it is?

Thanks, 

ADD COMMENTlink written 4.8 years ago by thejustpark70
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