/* Henderson's 15-term Moving Average */ new; cls; let data[50,1]= 60 61 60 62 60 63 64 65 69 70 69 66 64 64 62 64 65 55 53 57 60 58 63 63 63 68 69 69 68 69 70 67 66 67 68 69 69 77 80 80 78 76 76 72 71 70 73 71 78 80 ; data=rev(data); /* original data in reverse order */ t=seqa(1,1,rows(data)); library pgraph; graphset; _pltype=6; _plegctl=1; _plegstr="actual\000Henderson 15"; title("Henderson 15"); xy(t,data~henderson15(data)); proc henderson15(x); local w,t,k,i,m,w1,w2,w3,w4,w5,w6,w7; /* Symmetric part in the middle */ w={0.212,0.194,0.146,0.083,0.024,-0.014,-0.024,-0.014}; t=rows(x); k=rows(w)-1; w=rev(w[2:k+1])|w; m=zeros(rows(x),cols(x)); i=k+1; do while i<=t-k; m[i,.]=w'x[i-k:i+k,.]; i=i+1; endo; /* Asymmetric part at end points */ w1={-0.079,-0.057,-0.014,0.057,0.149,0.244,0.325,0.375}; w2={-0.04,-0.039,-0.016,0.034,0.105,0.18,0.24,0.27,0.265}; w3={-0.016,-0.025,-0.013,0.027,0.088,0.152,0.202,0.221,0.205,0.159}; w4={-0.005,-0.018,-0.01,0.026,0.083,0.143,0.189,0.205,0.185,0.135,0.069}; w5={-0.005,-0.018,-0.01,0.026,0.082,0.143,0.188,0.203,0.183,0.133,0.067,0.006}; w6={-0.008,-0.02,-0.011,0.025,0.083,0.144,0.191,0.207,0.188,0.139,0.074,0.014,-0.026}; w7={-0.012,-0.023,-0.013,0.025,0.083,0.146,0.193,0.210,0.192,0.144,0.080,0.021,-0.017,-0.028}; m[1,.]=rev(w1)'x[1:k+1,.]; m[t,.]=w1'x[t-k:t,.]; m[2,.]=rev(w2)'x[1:k+2,.]; m[t-1,.]=w2'x[t-k-1:t,.]; m[3,.]=rev(w3)'x[1:k+3,.]; m[t-2,.]=w3'x[t-k-2:t,.]; m[4,.]=rev(w4)'x[1:k+4,.]; m[t-3,.]=w4'x[t-k-3:t,.]; m[5,.]=rev(w5)'x[1:k+5,.]; m[t-4,.]=w5'x[t-k-4:t,.]; m[6,.]=rev(w6)'x[1:k+6,.]; m[t-5,.]=w6'x[t-k-5:t,.]; m[7,.]=rev(w7)'x[1:k+7,.]; m[t-6,.]=w7'x[t-k-6:t,.]; retp(m); endp;