tmcorrTopN

tmcorrTopN(T, X, Y, S, window, top, [ascending=true], [tiesMethod='latest'])

Please see tmTopN for the parameters and windowing logic.

Within a sliding window of given length (measured by time), the function stably sorts X and Y by S in the order specified by ascending, then calculates the moving correlation of the first top pairs of elements in X and Y.

Return value: a vector of DOUBLE type

T=2023.01.03+1..7
X = [2, 1, 4, 3, 4, 3, 1]
Y=[1, 7, 8, 9, 0, 5, 8]
S = [5, 8, 1, , 1, 1, 3]
// The NULL values in S are ignored in data sorting, and the corresponding elements in X and Y do not participate in calculation
tmcorrTopN(T,X,Y,S,6,4)
// output
[,-1,0.317,0.317,-0.16329,0.3296,-0.4995]

T=2023.01.03 2023.01.07 2023.01.08 2023.01.10 2023.01.11 2023.01.12
X=8 3 1 2 5 2
Y=1 7 8 9 0 5
S=1 5 2 3 1 1
t=table(T as time, X as val1, Y as val2, S as id)
select tmcorrTopN(time,val1,val2,id,4,3) as topN from t

Related function: tmcorr