summaryrefslogtreecommitdiff
path: root/quad_reg.awk
diff options
context:
space:
mode:
authorwukong <wukong@longaeva>2018-10-14 16:00:25 -0700
committerwukong <wukong@longaeva>2018-10-14 16:00:25 -0700
commit4b4f50352d061c569fe448e72aaa47ee54d138bc (patch)
tree4d818fd18caa59fb8d5843b6344bc5ea497a8363 /quad_reg.awk
parent97304f19e701d18ca753b90b993fffa1c58c5f9a (diff)
restructured conditional prints in diff, added parabolic focus solution to quad_reg output
Diffstat (limited to 'quad_reg.awk')
-rw-r--r--quad_reg.awk27
1 files changed, 19 insertions, 8 deletions
diff --git a/quad_reg.awk b/quad_reg.awk
index 7d9304a..4267412 100644
--- a/quad_reg.awk
+++ b/quad_reg.awk
@@ -4,7 +4,6 @@
# quadratic regression along columns
BEGIN {
- OFMT="%.9g"
sign = "[+-]?"
decimal = "[0-9]+[.]?[0-9]*"
fraction = "[.][0-9]*"
@@ -23,6 +22,8 @@ NF > 0 {
### iterate over columns
for (y=1; y<=nf_max; y++) {
+ if ($y == header[n])
+ continue
if ($y ~ number) {
### mean
@@ -77,7 +78,7 @@ NF > 0 {
}
else {
c[x,y] = 0
- b[x,y] = 0
+ b[x,y] = 1
}
a[x,y] = mean[y] - b[x,y]*mean[x] - c[x,y]*mean2[x]
@@ -88,16 +89,24 @@ NF > 0 {
# correlation
sum_delta2[y] ? r[x,y] = sqrt(1 - sum_err2[x,y]/sum_delta2[y]) : r[x,y] = 0
+ D[x,y] = b[x,y]*b[x,y] - 4.0*a[x,y]*c[x,y]
+
+ # quadratic roots (x-intercepts)
+ if (c[x,y]) {
+ rx0[x,y] = (-1.0*b[x,y] - sqrt(D[x,y])/(2.0*c[x,y]))
+ rx1[x,y] = (-1.0*b[x,y] + sqrt(D[x,y])/(2.0*c[x,y]))
+ }
+
# vertex of parabola
if (c[x,y]) {
- xv[x,y] = -1.0*b[x,y]/(2.0*c[x,y])
- yv[x,y] = -1.0*(b[x,y]*b[x,y])/(4.0*c[x,y]) + a[x,y]
+ xv[x,y] = -0.5*b[x,y]/c[x,y]
+ yv[x,y] = -0.25*(b[x,y]*b[x,y])/c[x,y] + a[x,y]
}
- # roots (x-intercept)
+ # focus of parabola
if (c[x,y]) {
- rx0[x,y] = (-1.0*b[x,y] - sqrt(b[x,y]*b[x,y] - 4.0*a[x,y]*c[x,y]))/(2.0*c[x,y])
- rx1[x,y] = (-1.0*b[x,y] + sqrt(b[x,y]*b[x,y] - 4.0*a[x,y]*c[x,y]))/(2.0*c[x,y])
+ xf[x,y] = -0.5*b[x,y]/c[x,y]
+ yf[x,y] = (4.0*a[x,y]*c[x,y] - b[x,y]*b[x,y] + 1.0)/(4.0*c[x,y])
}
}
}
@@ -112,8 +121,10 @@ END {
if (x != y && r[x,y]) {
printf(OFMT OFS "(%s)" OFS " = (" OFMT ")(%s)^2" OFS " + (" OFMT ")(%s)" OFS " + (" OFMT ")",
10.0*log(r[x,y]*r[x,y])/log(10), header[y], c[x,y], header[x], b[x,y], header[x], a[x,y])
- printf("\t[" OFMT "," OFMT "][" OFMT "," OFMT "][" OFMT "," OFMT "]" OFS" [" OFMT "," OFMT "]" ORS,
+ printf(" [" OFMT "," OFMT "][" OFMT "," OFMT "][" OFMT "," OFMT "]" OFS" [" OFMT "," OFMT "]",
rx0[x,y], 0, rx1[x,y], 0, 0, a[x,y], xv[x,y], yv[x,y])
+ printf(" [" OFMT "," OFMT "]", xf[x,y], yf[x,y])
+ printf(" [" OFMT "]" ORS, sqrt((yf[x,y] - yv[x,y])*(yf[x,y] - yv[x,y])))
}
}
}