One of the most common disagreements we see is whether you should group your cases by volume or weight. While you'll find a lot of talk about what somebody thinks or feels, it's very rare to find a post that includes actual data. And even when data is provided it is usually not statistically relevant. Today I finally found a paper (written in 2009) that looks reputable and informative in which they actually performed a true scientific statistical analysis.
The authors tested 400 cartridge cases looking for a way to statistically identify the most important factors in optimizing cartridge cases. Their conclusions were that powder charge and bullet seating (in that order) had the greatest effect on precision (group size). But what was interesting to me was that in the process they tested the effect of other factors, including case volume and weight. While they didn't find that either had as large effect as powder charge, bullet seating depth, and primer weight, they did identify that case volume had a more significant effect than case weight.
In other words, they found that case weight was not as good a way to control group sizes, volume was better. The table below shows that volume is a more significant factor in group sizes.

A lower Pr value indicates a larger effect on group size (precision).
In reality they verify what a lot of people already knew; powder charge, seating depth, and primers have the greatest effect on group size. Another thing that their data proves is that neck inside diameter has about the same effect as case volume so from what I see after adjusting the three factors above, if you want even more precision, then you should adjust case volume and neck inside diameter (neck tension).
But I just felt that it was interesting to have finally found a study that used a truly statistical process that actually proves that case weight does not have as great as an effect on group size as case volume does. I've always tried to argue that point but without an unbiased, statistical analysis you always end the discussion by agreeing to disagree. This proves that grouping by actual case volume will have a greater effect on precision than grouping by case weights.
The authors tested 400 cartridge cases looking for a way to statistically identify the most important factors in optimizing cartridge cases. Their conclusions were that powder charge and bullet seating (in that order) had the greatest effect on precision (group size). But what was interesting to me was that in the process they tested the effect of other factors, including case volume and weight. While they didn't find that either had as large effect as powder charge, bullet seating depth, and primer weight, they did identify that case volume had a more significant effect than case weight.
In other words, they found that case weight was not as good a way to control group sizes, volume was better. The table below shows that volume is a more significant factor in group sizes.

A lower Pr value indicates a larger effect on group size (precision).
In reality they verify what a lot of people already knew; powder charge, seating depth, and primers have the greatest effect on group size. Another thing that their data proves is that neck inside diameter has about the same effect as case volume so from what I see after adjusting the three factors above, if you want even more precision, then you should adjust case volume and neck inside diameter (neck tension).
But I just felt that it was interesting to have finally found a study that used a truly statistical process that actually proves that case weight does not have as great as an effect on group size as case volume does. I've always tried to argue that point but without an unbiased, statistical analysis you always end the discussion by agreeing to disagree. This proves that grouping by actual case volume will have a greater effect on precision than grouping by case weights.