From b0e9f7ca368b28144b4a457c703c4e19ccb7ac96 Mon Sep 17 00:00:00 2001 From: John Kerl Date: Tue, 5 May 2015 20:57:19 -0700 Subject: [PATCH] update docs re linreg-pca --- c/mapping/mapper_stats2.c | 16 ++++++++-------- c/test/expected/out | 2 +- c/test/output/out | 2 +- doc/content-for-reference.html | 6 +----- doc/data/linreg-example.jpg | Bin 112020 -> 140569 bytes doc/data/linreg-example.txt | 15 ++++++++------- doc/reference.html | 21 +++++++++------------ 7 files changed, 28 insertions(+), 34 deletions(-) diff --git a/c/mapping/mapper_stats2.c b/c/mapping/mapper_stats2.c index 2eb482cf0..431b7934f 100644 --- a/c/mapping/mapper_stats2.c +++ b/c/mapping/mapper_stats2.c @@ -239,15 +239,15 @@ void stats2_corr_cov_get(void* pvstate, char* name1, char* name2, lrec_t* poutre lrec_put(poutrec, key11, val11, LREC_FREE_ENTRY_KEY|LREC_FREE_ENTRY_VALUE); } } else if (pstate->do_which == DO_LINREG_PCA) { - char* keym = mlr_paste_4_strings(name1, "_", name1, "_pca_m"); + char* keym = mlr_paste_4_strings(name1, "_", name2, "_pca_m"); char* keyb = mlr_paste_4_strings(name1, "_", name2, "_pca_b"); - char* keyq = mlr_paste_4_strings(name2, "_", name1, "_pca_quality"); - char* keyl1 = mlr_paste_4_strings(name2, "_", name1, "_pca_eival1"); - char* keyl2 = mlr_paste_4_strings(name2, "_", name1, "_pca_eival2"); - char* keyv11 = mlr_paste_4_strings(name2, "_", name1, "_pca_eivec11"); - char* keyv12 = mlr_paste_4_strings(name2, "_", name1, "_pca_eivec12"); - char* keyv21 = mlr_paste_4_strings(name2, "_", name1, "_pca_eivec21"); - char* keyv22 = mlr_paste_4_strings(name2, "_", name1, "_pca_eivec22"); + char* keyq = mlr_paste_4_strings(name1, "_", name2, "_pca_quality"); + char* keyl1 = mlr_paste_4_strings(name1, "_", name2, "_pca_eival1"); + char* keyl2 = mlr_paste_4_strings(name1, "_", name2, "_pca_eival2"); + char* keyv11 = mlr_paste_4_strings(name1, "_", name2, "_pca_eivec11"); + char* keyv12 = mlr_paste_4_strings(name1, "_", name2, "_pca_eivec12"); + char* keyv21 = mlr_paste_4_strings(name1, "_", name2, "_pca_eivec21"); + char* keyv22 = mlr_paste_4_strings(name1, "_", name2, "_pca_eivec22"); if (pstate->count < 2LL) { lrec_put(poutrec, keym, "", LREC_FREE_ENTRY_KEY); lrec_put(poutrec, keyb, "", LREC_FREE_ENTRY_KEY); diff --git a/c/test/expected/out b/c/test/expected/out index 6f7e20c64..c9ae0039b 100644 --- a/c/test/expected/out +++ b/c/test/expected/out @@ -232,7 +232,7 @@ hat wye 9.000000 9.000000 1 9.000000 9.000000 0.031442 0.031442 1 pan wye 10.000000 10.000000 1 10.000000 10.000000 0.502626 0.502626 1 0.502626 0.502626 0.952618 0.952618 1 0.952618 0.952618 ./test/../mlr --opprint stats2 -a linreg-ols,linreg-pca,r2,corr,cov -f x,y,xy,y2,x2,x2 -g a,b ./test/input/abixy-wide -a b x_y_ols_m x_y_ols_b x_x_pca_m x_y_pca_b y_x_pca_quality x_y_r2 x_y_corr x_y_cov xy_y2_ols_m xy_y2_ols_b xy_xy_pca_m xy_y2_pca_b y2_xy_pca_quality xy_y2_r2 xy_y2_corr xy_y2_cov x2_x2_ols_m x2_x2_ols_b x2_x2_pca_m x2_x2_pca_b x2_x2_pca_quality x2_x2_r2 x2_x2_corr x2_x2_cov +a b x_y_ols_m x_y_ols_b x_y_pca_m x_y_pca_b x_y_pca_quality x_y_r2 x_y_corr x_y_cov xy_y2_ols_m xy_y2_ols_b xy_y2_pca_m xy_y2_pca_b xy_y2_pca_quality xy_y2_r2 xy_y2_corr xy_y2_cov x2_x2_ols_m x2_x2_ols_b x2_x2_pca_m x2_x2_pca_b x2_x2_pca_quality x2_x2_r2 x2_x2_corr x2_x2_cov cat pan 0.054420 0.481777 3.636062 -1.221602 0.177683 0.002504 0.050036 0.003777 0.950908 0.105754 1.715574 -0.081719 0.830612 0.435336 0.659800 0.041616 1.000000 0.000000 1.000000 0.000000 1.000000 1.000000 1.000000 0.066303 pan wye -0.145486 0.584799 -1.340927 1.199920 0.254025 0.019479 -0.139568 -0.012683 0.908151 0.126628 1.595150 -0.045034 0.824114 0.438850 0.662457 0.046203 1.000000 0.000000 1.000000 0.000000 1.000000 1.000000 1.000000 0.093192 wye cat 0.185913 0.377639 1.135325 -0.145894 0.309499 0.033002 0.181665 0.014494 0.969266 0.040602 1.406365 -0.081379 0.868480 0.561236 0.749157 0.052090 1.000000 0.000000 1.000000 0.000000 1.000000 1.000000 1.000000 0.086883 diff --git a/c/test/output/out b/c/test/output/out index 6f7e20c64..c9ae0039b 100644 --- a/c/test/output/out +++ b/c/test/output/out @@ -232,7 +232,7 @@ hat wye 9.000000 9.000000 1 9.000000 9.000000 0.031442 0.031442 1 pan wye 10.000000 10.000000 1 10.000000 10.000000 0.502626 0.502626 1 0.502626 0.502626 0.952618 0.952618 1 0.952618 0.952618 ./test/../mlr --opprint stats2 -a linreg-ols,linreg-pca,r2,corr,cov -f x,y,xy,y2,x2,x2 -g a,b ./test/input/abixy-wide -a b x_y_ols_m x_y_ols_b x_x_pca_m x_y_pca_b y_x_pca_quality x_y_r2 x_y_corr x_y_cov xy_y2_ols_m xy_y2_ols_b xy_xy_pca_m xy_y2_pca_b y2_xy_pca_quality xy_y2_r2 xy_y2_corr xy_y2_cov x2_x2_ols_m x2_x2_ols_b x2_x2_pca_m x2_x2_pca_b x2_x2_pca_quality x2_x2_r2 x2_x2_corr x2_x2_cov +a b x_y_ols_m x_y_ols_b x_y_pca_m x_y_pca_b x_y_pca_quality x_y_r2 x_y_corr x_y_cov xy_y2_ols_m xy_y2_ols_b xy_y2_pca_m xy_y2_pca_b xy_y2_pca_quality xy_y2_r2 xy_y2_corr xy_y2_cov x2_x2_ols_m x2_x2_ols_b x2_x2_pca_m x2_x2_pca_b x2_x2_pca_quality x2_x2_r2 x2_x2_corr x2_x2_cov cat pan 0.054420 0.481777 3.636062 -1.221602 0.177683 0.002504 0.050036 0.003777 0.950908 0.105754 1.715574 -0.081719 0.830612 0.435336 0.659800 0.041616 1.000000 0.000000 1.000000 0.000000 1.000000 1.000000 1.000000 0.066303 pan wye -0.145486 0.584799 -1.340927 1.199920 0.254025 0.019479 -0.139568 -0.012683 0.908151 0.126628 1.595150 -0.045034 0.824114 0.438850 0.662457 0.046203 1.000000 0.000000 1.000000 0.000000 1.000000 1.000000 1.000000 0.093192 wye cat 0.185913 0.377639 1.135325 -0.145894 0.309499 0.033002 0.181665 0.014494 0.969266 0.040602 1.406365 -0.081379 0.868480 0.561236 0.749157 0.052090 1.000000 0.000000 1.000000 0.000000 1.000000 1.000000 1.000000 0.086883 diff --git a/doc/content-for-reference.html b/doc/content-for-reference.html index f17cdbe12..262196d31 100644 --- a/doc/content-for-reference.html +++ b/doc/content-for-reference.html @@ -458,11 +458,7 @@ plotting; here’s a screenshot. -

-(Perhaps surprisingly, the fit line doesn’t have slope 1. This appears to -be due to Miller’s doing RMS minimization of vertical residuals; a PCA -analysis gives slope 1 on the dominant eigenvector — thanks Drew Kunas for -a good conversation!) +

(Thanks Drew Kunas for a good conversation about PCA!)

step

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z93PMN&k&jTHq7#mW%@QXy`!B~`hSp6=AK-6yWQ&l!bFd6bZ}66y!)zZ`tI?W9|wnT y;|qrrpUY_f+UBEpIRCq5{3RWmc2DfW621?91)a$9#tdbx^WGcETFODc_WuhrsdHrj diff --git a/doc/data/linreg-example.txt b/doc/data/linreg-example.txt index 80ca926f3..04ff92543 100644 --- a/doc/data/linreg-example.txt +++ b/doc/data/linreg-example.txt @@ -1,13 +1,14 @@ mlr filter '($x<.5 && $y<.5) || ($x>.5 && $y>.5)' data/medium > data/medium-squares -mlr --ofs newline stats2 -a linreg-ols -f x,y data/medium-squares -x_y_ols_m=0.764675 -x_y_ols_b=0.124841 +mlr --ofs newline stats2 -a linreg-pca -f x,y data/medium-squares +x_y_pca_m=1.014419 +x_y_pca_b=0.000308 +x_y_pca_quality=0.861354 -# Set x_y_ols_m and x_y_ols_b as shell variables -eval $(mlr --ofs newline stats2 -a linreg-ols -f x,y data/medium-squares) +# Set x_y_pca_m and x_y_pca_b as shell variables +eval $(mlr --ofs newline stats2 -a linreg-pca -f x,y data/medium-squares) # In addition to x and y, make a new yfit which is the line fit. Plot using your favorite tool. -mlr --onidx put '$yfit='$x_y_ols_m'*$x+'$x_y_ols_b then cut -x -f a,b,i data/medium-squares \ - | pgr -p -title 'linreg-ols example' +mlr --onidx put '$yfit='$x_y_pca_m'*$x+'$x_y_pca_b then cut -x -f a,b,i data/medium-squares \ + | pgr -p -title 'linreg-pca example' -xmin 0 -xmax 1 -ymin 0 -ymax 1 diff --git a/doc/reference.html b/doc/reference.html index a4d09dae2..9165824f2 100644 --- a/doc/reference.html +++ b/doc/reference.html @@ -1177,16 +1177,17 @@ distributed on the unit interval. Here we remove half the data and fit a line to mlr filter '($x<.5 && $y<.5) || ($x>.5 && $y>.5)' data/medium > data/medium-squares -mlr --ofs newline stats2 -a linreg-ols -f x,y data/medium-squares -x_y_ols_m=0.764675 -x_y_ols_b=0.124841 +mlr --ofs newline stats2 -a linreg-pca -f x,y data/medium-squares +x_y_pca_m=1.014419 +x_y_pca_b=0.000308 +x_y_pca_quality=0.861354 -# Set x_y_ols_m and x_y_ols_b as shell variables -eval $(mlr --ofs newline stats2 -a linreg-ols -f x,y data/medium-squares) +# Set x_y_pca_m and x_y_pca_b as shell variables +eval $(mlr --ofs newline stats2 -a linreg-pca -f x,y data/medium-squares) # In addition to x and y, make a new yfit which is the line fit. Plot using your favorite tool. -mlr --onidx put '$yfit='$x_y_ols_m'*$x+'$x_y_ols_b then cut -x -f a,b,i data/medium-squares \ - | pgr -p -title 'linreg-ols example' +mlr --onidx put '$yfit='$x_y_pca_m'*$x+'$x_y_pca_b then cut -x -f a,b,i data/medium-squares \ + | pgr -p -title 'linreg-pca example' -xmin 0 -xmax 1 -ymin 0 -ymax 1

@@ -1198,11 +1199,7 @@ plotting; here’s a screenshot. -

-(Perhaps surprisingly, the fit line doesn’t have slope 1. This appears to -be due to Miller’s doing RMS minimization of vertical residuals; a PCA -analysis gives slope 1 on the dominant eigenvector — thanks Drew Kunas for -a good conversation!) +

(Thanks Drew Kunas for a good conversation about PCA!)

step