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authorwukong <wukong@longaeva>2018-11-04 10:59:44 -0800
committerwukong <wukong@longaeva>2018-11-04 10:59:44 -0800
commite14342e827e2b42e43c006df90c7ad99e5124b3c (patch)
treec73e930f3b111bb659957df1509e7d9f5a3c8493 /lin_reg2.awk
parent72fdb25210c579beaabc35cae7ec803436887f20 (diff)
added gaussian.awk based on hamming script;
added pwr(x,p) function to sterling_approx; minor clean up all around;
Diffstat (limited to '')
-rw-r--r--lin_reg2.awk26
1 files changed, 13 insertions, 13 deletions
diff --git a/lin_reg2.awk b/lin_reg2.awk
index 8939947..f06d890 100644
--- a/lin_reg2.awk
+++ b/lin_reg2.awk
@@ -22,27 +22,26 @@ NF > 0 {
### iterate over columns
for (y=1; y<=nf_max; y++) {
+ if ($y == header[n])
+ continue
if ($y ~ number) {
### mean
count[y] += 1
sum[y] += $y
sum2[y] += $y*$y
- mean[y] = sum[y]/count[y]
-
- ### difference from the mean
- delta[y] = $y - mean[y]
- sum_delta[y] += delta[y]
- sum_delta2[y] += delta[y]*delta[y]
+ delta0[y] = $y - mean[y]
+ mean[y] += delta0[y]/count[y]
+ delta1[y] = $y - mean[y]
+ sum_delta[y] += delta1[y]
+ sum_delta2[y] += delta0[y]*delta1[y]
- ### sample variance
- (count[y] > 1) ? var[y] = sum_delta2[y]/(count[y] - 1) : var[y] = ""
- # x = row, y = col
+ # x = row, y = col, trendline: y = A + Bx
for (x=1; x<=nf_max; x++) {
count[x,y] += 1
sum_xy[x,y] += $x*$y
- sum_delta_xy[x,y] += delta[x]*delta[y]
+ sum_delta_xy[x,y] += delta0[x]*delta1[y]
# correlation
r_den[x,y] = sqrt(sum_delta2[x]*sum_delta2[y])
@@ -58,7 +57,7 @@ NF > 0 {
b[x,y] = 1
}
- ### error estimate
+ # error estimate
err_den[x,y] = count[x,y]*(count[x,y] - 2)
if (count[x,y] > 2) {
err[x,y] = $y - (a[x,y] + b[x,y]*$x)
@@ -82,8 +81,9 @@ END {
for (x=1; x<=nf_max; x++) {
if (x != y && r[x,y]) {
printf(OFMT OFS "(%s)" OFS " = (" OFMT " +/- " OFMT ")(%s)" OFS " + (" OFMT " +/- " OFMT ")" ORS,
- 10.0*log(r[x,y]*r[x,y])/log(10), header[y], b[x,y], b_err[x,y], header[x],
- a[x,y], a_err[x,y])
+ 10.0*log(r[x,y]*r[x,y])/log(10.0),
+ header[y], b[x,y], b_err[x,y],
+ header[x], a[x,y], a_err[x,y])
}
}
}