Create CLQ

[JosiahParry]

xtabs / length xij

[JosiahParry]

Current dev is slow and computationally expensive. Try using it with data.table for speed and memory improvements

[JosiahParry]

Data table was just as fast and slightly more computationally intensive. I think the current approach is slightly wrong and the data table one is more correct

[JosiahParry]

It actually seems that the calculation is rather quick, but rather the permutations that take a long time median 152ms with lapply implementation and 550kb mem alloc. 157ms 900kb using data.table.

The permutation is what takes the longest allocation a lot more memory and time. Should take ~275mb of memory. It was taking far more than that ~700mb.

~Additionally, I think the calculation is slightly wrong. Must revise~ Edit: was just working on two separate samples lol

[JosiahParry]

Development almost complete at https://github.com/JosiahParry/sfdep/tree/clcq

Only need to complete documentation.

Each function should have:

• formula definitions
• reference to original papers
• interpretation (null hypothesis, interpretation of statistic)
• examples
• returns

[JosiahParry]

closed in https://github.com/JosiahParry/sfdep/pull/11