Generates data for standardized residual chart.
Examples
model <- lm(read ~ write + math + science, data = hsb)
ols_prep_srchart_data(model)
#> obs sdres color fct_color txt
#> 1 1 1.555819633 normal normal NA
#> 2 2 1.561675116 normal normal NA
#> 3 3 -0.862831585 normal normal NA
#> 4 4 2.106681912 outlier outlier 4
#> 5 5 -1.008574955 normal normal NA
#> 6 6 -1.548045087 normal normal NA
#> 7 7 -0.003316788 normal normal NA
#> 8 8 -1.425374806 normal normal NA
#> 9 9 1.065035938 normal normal NA
#> 10 10 0.721353278 normal normal NA
#> 11 11 1.386718381 normal normal NA
#> 12 12 -0.119323473 normal normal NA
#> 13 13 1.359260285 normal normal NA
#> 14 14 -0.466003875 normal normal NA
#> 15 15 -0.152674104 normal normal NA
#> 16 16 -0.737830022 normal normal NA
#> 17 17 -0.554819632 normal normal NA
#> 18 18 -0.120981513 normal normal NA
#> 19 19 1.208061519 normal normal NA
#> 20 20 0.588551117 normal normal NA
#> 21 21 2.106117154 outlier outlier 21
#> 22 22 -0.889069785 normal normal NA
#> 23 23 0.399769150 normal normal NA
#> 24 24 0.515853473 normal normal NA
#> 25 25 -0.925717636 normal normal NA
#> 26 26 -1.177245555 normal normal NA
#> 27 27 0.301628477 normal normal NA
#> 28 28 -1.391629085 normal normal NA
#> 29 29 0.068889032 normal normal NA
#> 30 30 0.330939987 normal normal NA
#> 31 31 -0.775463353 normal normal NA
#> 32 32 2.318833396 outlier outlier 32
#> 33 33 0.183017265 normal normal NA
#> 34 34 -2.229788221 outlier outlier 34
#> 35 35 -0.493719077 normal normal NA
#> 36 36 0.017437424 normal normal NA
#> 37 37 0.412820670 normal normal NA
#> 38 38 0.081599110 normal normal NA
#> 39 39 1.152623378 normal normal NA
#> 40 40 0.079219301 normal normal NA
#> 41 41 0.499609999 normal normal NA
#> 42 42 -0.585104328 normal normal NA
#> 43 43 -0.444852053 normal normal NA
#> 44 44 -0.465712850 normal normal NA
#> 45 45 1.208893240 normal normal NA
#> 46 46 -1.114590192 normal normal NA
#> 47 47 0.984771628 normal normal NA
#> 48 48 0.204259668 normal normal NA
#> 49 49 -1.578080360 normal normal NA
#> 50 50 0.505618450 normal normal NA
#> 51 51 -0.843498219 normal normal NA
#> 52 52 -0.224976198 normal normal NA
#> 53 53 -1.268454000 normal normal NA
#> 54 54 1.399694850 normal normal NA
#> 55 55 0.839481117 normal normal NA
#> 56 56 0.144792469 normal normal NA
#> 57 57 -0.268619695 normal normal NA
#> 58 58 -0.440726242 normal normal NA
#> 59 59 1.010524693 normal normal NA
#> 60 60 -0.108781128 normal normal NA
#> 61 61 0.064551267 normal normal NA
#> 62 62 -2.262513898 outlier outlier 62
#> 63 63 0.624072749 normal normal NA
#> 64 64 -0.640171087 normal normal NA
#> 65 65 0.873419026 normal normal NA
#> 66 66 -0.014035158 normal normal NA
#> 67 67 0.539616346 normal normal NA
#> 68 68 0.447342142 normal normal NA
#> 69 69 0.989215474 normal normal NA
#> 70 70 0.897920398 normal normal NA
#> 71 71 0.026706394 normal normal NA
#> 72 72 0.520084931 normal normal NA
#> 73 73 1.032003552 normal normal NA
#> 74 74 0.827648573 normal normal NA
#> 75 75 0.766214550 normal normal NA
#> 76 76 0.502209717 normal normal NA
#> 77 77 0.165190456 normal normal NA
#> 78 78 1.395867291 normal normal NA
#> 79 79 -1.577776110 normal normal NA
#> 80 80 -0.002798609 normal normal NA
#> 81 81 0.961564645 normal normal NA
#> 82 82 -2.672611202 outlier outlier 82
#> 83 83 0.455399463 normal normal NA
#> 84 84 0.917990782 normal normal NA
#> 85 85 1.826344254 normal normal NA
#> 86 86 -1.011082263 normal normal NA
#> 87 87 0.410843756 normal normal NA
#> 88 88 -1.332676655 normal normal NA
#> 89 89 1.893822187 normal normal NA
#> 90 90 -0.319078402 normal normal NA
#> 91 91 -0.877055261 normal normal NA
#> 92 92 1.284825000 normal normal NA
#> 93 93 0.549910423 normal normal NA
#> 94 94 -1.232457987 normal normal NA
#> 95 95 -0.314303049 normal normal NA
#> 96 96 -1.565834736 normal normal NA
#> 97 97 0.628179750 normal normal NA
#> 98 98 -0.604175061 normal normal NA
#> 99 99 -1.086221201 normal normal NA
#> 100 100 -0.081678305 normal normal NA
#> 101 101 0.673227789 normal normal NA
#> 102 102 -1.755575702 normal normal NA
#> 103 103 0.486513993 normal normal NA
#> 104 104 1.574526785 normal normal NA
#> 105 105 -0.655725709 normal normal NA
#> 106 106 0.051186424 normal normal NA
#> 107 107 0.100734072 normal normal NA
#> 108 108 -1.157705328 normal normal NA
#> 109 109 -0.352817705 normal normal NA
#> 110 110 1.134577332 normal normal NA
#> 111 111 1.024205853 normal normal NA
#> 112 112 0.093952754 normal normal NA
#> 113 113 1.638813153 normal normal NA
#> 114 114 1.253574859 normal normal NA
#> 115 115 2.329107718 outlier outlier 115
#> 116 116 -0.764332752 normal normal NA
#> 117 117 -1.625450724 normal normal NA
#> 118 118 1.732186258 normal normal NA
#> 119 119 -1.057872190 normal normal NA
#> 120 120 -0.181087524 normal normal NA
#> 121 121 1.293762738 normal normal NA
#> 122 122 0.146055514 normal normal NA
#> 123 123 0.236026624 normal normal NA
#> 124 124 -0.320323477 normal normal NA
#> 125 125 0.113127957 normal normal NA
#> 126 126 -0.190629620 normal normal NA
#> 127 127 0.832743375 normal normal NA
#> 128 128 -1.897669259 normal normal NA
#> 129 129 -0.166962128 normal normal NA
#> 130 130 -0.409365912 normal normal NA
#> 131 131 0.477526378 normal normal NA
#> 132 132 -0.887755135 normal normal NA
#> 133 133 1.849451744 normal normal NA
#> 134 134 -0.996753530 normal normal NA
#> 135 135 1.585931101 normal normal NA
#> 136 136 2.026141808 outlier outlier 136
#> 137 137 -1.298294306 normal normal NA
#> 138 138 -0.662210459 normal normal NA
#> 139 139 -0.010565740 normal normal NA
#> 140 140 0.627875386 normal normal NA
#> 141 141 -2.389349205 outlier outlier 141
#> 142 142 -1.285436316 normal normal NA
#> 143 143 0.200929631 normal normal NA
#> 144 144 -0.308846127 normal normal NA
#> 145 145 -0.584872950 normal normal NA
#> 146 146 -0.036363485 normal normal NA
#> 147 147 -0.138739855 normal normal NA
#> 148 148 -0.297031425 normal normal NA
#> 149 149 0.518430776 normal normal NA
#> 150 150 0.118115521 normal normal NA
#> 151 151 0.734585723 normal normal NA
#> 152 152 1.075841436 normal normal NA
#> 153 153 -0.710002052 normal normal NA
#> 154 154 -0.642808757 normal normal NA
#> 155 155 -0.074412301 normal normal NA
#> 156 156 1.463243682 normal normal NA
#> 157 157 -0.056828037 normal normal NA
#> 158 158 -1.316895946 normal normal NA
#> 159 159 -0.000460437 normal normal NA
#> 160 160 0.323193485 normal normal NA
#> 161 161 -1.135410609 normal normal NA
#> 162 162 0.957294389 normal normal NA
#> 163 163 -1.425472939 normal normal NA
#> 164 164 -1.081311281 normal normal NA
#> 165 165 -0.127677902 normal normal NA
#> 166 166 0.310775417 normal normal NA
#> 167 167 -0.943275254 normal normal NA
#> 168 168 -1.000418384 normal normal NA
#> 169 169 -0.327402186 normal normal NA
#> 170 170 0.478926247 normal normal NA
#> 171 171 -1.121849862 normal normal NA
#> 172 172 0.429905143 normal normal NA
#> 173 173 0.577072081 normal normal NA
#> 174 174 0.004825825 normal normal NA
#> 175 175 0.136040947 normal normal NA
#> 176 176 0.538734666 normal normal NA
#> 177 177 0.654451588 normal normal NA
#> 178 178 -2.058671932 outlier outlier 178
#> 179 179 -0.141212409 normal normal NA
#> 180 180 -1.028806096 normal normal NA
#> 181 181 1.082250700 normal normal NA
#> 182 182 -0.253198990 normal normal NA
#> 183 183 -1.236612467 normal normal NA
#> 184 184 -0.068873429 normal normal NA
#> 185 185 -2.144443243 outlier outlier 185
#> 186 186 0.538669187 normal normal NA
#> 187 187 -0.251179818 normal normal NA
#> 188 188 0.547383622 normal normal NA
#> 189 189 0.915037032 normal normal NA
#> 190 190 -0.157307808 normal normal NA
#> 191 191 -0.460584788 normal normal NA
#> 192 192 -1.828617426 normal normal NA
#> 193 193 -0.446375056 normal normal NA
#> 194 194 -0.494629892 normal normal NA
#> 195 195 -1.497019264 normal normal NA
#> 196 196 0.643851583 normal normal NA
#> 197 197 0.235207999 normal normal NA
#> 198 198 0.721962673 normal normal NA
#> 199 199 -0.470120330 normal normal NA
#> 200 200 0.411395626 normal normal NA
ols_prep_srchart_data(model, threshold = 3)
#> obs sdres color fct_color txt
#> 1 1 1.555819633 normal normal NA
#> 2 2 1.561675116 normal normal NA
#> 3 3 -0.862831585 normal normal NA
#> 4 4 2.106681912 normal normal NA
#> 5 5 -1.008574955 normal normal NA
#> 6 6 -1.548045087 normal normal NA
#> 7 7 -0.003316788 normal normal NA
#> 8 8 -1.425374806 normal normal NA
#> 9 9 1.065035938 normal normal NA
#> 10 10 0.721353278 normal normal NA
#> 11 11 1.386718381 normal normal NA
#> 12 12 -0.119323473 normal normal NA
#> 13 13 1.359260285 normal normal NA
#> 14 14 -0.466003875 normal normal NA
#> 15 15 -0.152674104 normal normal NA
#> 16 16 -0.737830022 normal normal NA
#> 17 17 -0.554819632 normal normal NA
#> 18 18 -0.120981513 normal normal NA
#> 19 19 1.208061519 normal normal NA
#> 20 20 0.588551117 normal normal NA
#> 21 21 2.106117154 normal normal NA
#> 22 22 -0.889069785 normal normal NA
#> 23 23 0.399769150 normal normal NA
#> 24 24 0.515853473 normal normal NA
#> 25 25 -0.925717636 normal normal NA
#> 26 26 -1.177245555 normal normal NA
#> 27 27 0.301628477 normal normal NA
#> 28 28 -1.391629085 normal normal NA
#> 29 29 0.068889032 normal normal NA
#> 30 30 0.330939987 normal normal NA
#> 31 31 -0.775463353 normal normal NA
#> 32 32 2.318833396 normal normal NA
#> 33 33 0.183017265 normal normal NA
#> 34 34 -2.229788221 normal normal NA
#> 35 35 -0.493719077 normal normal NA
#> 36 36 0.017437424 normal normal NA
#> 37 37 0.412820670 normal normal NA
#> 38 38 0.081599110 normal normal NA
#> 39 39 1.152623378 normal normal NA
#> 40 40 0.079219301 normal normal NA
#> 41 41 0.499609999 normal normal NA
#> 42 42 -0.585104328 normal normal NA
#> 43 43 -0.444852053 normal normal NA
#> 44 44 -0.465712850 normal normal NA
#> 45 45 1.208893240 normal normal NA
#> 46 46 -1.114590192 normal normal NA
#> 47 47 0.984771628 normal normal NA
#> 48 48 0.204259668 normal normal NA
#> 49 49 -1.578080360 normal normal NA
#> 50 50 0.505618450 normal normal NA
#> 51 51 -0.843498219 normal normal NA
#> 52 52 -0.224976198 normal normal NA
#> 53 53 -1.268454000 normal normal NA
#> 54 54 1.399694850 normal normal NA
#> 55 55 0.839481117 normal normal NA
#> 56 56 0.144792469 normal normal NA
#> 57 57 -0.268619695 normal normal NA
#> 58 58 -0.440726242 normal normal NA
#> 59 59 1.010524693 normal normal NA
#> 60 60 -0.108781128 normal normal NA
#> 61 61 0.064551267 normal normal NA
#> 62 62 -2.262513898 normal normal NA
#> 63 63 0.624072749 normal normal NA
#> 64 64 -0.640171087 normal normal NA
#> 65 65 0.873419026 normal normal NA
#> 66 66 -0.014035158 normal normal NA
#> 67 67 0.539616346 normal normal NA
#> 68 68 0.447342142 normal normal NA
#> 69 69 0.989215474 normal normal NA
#> 70 70 0.897920398 normal normal NA
#> 71 71 0.026706394 normal normal NA
#> 72 72 0.520084931 normal normal NA
#> 73 73 1.032003552 normal normal NA
#> 74 74 0.827648573 normal normal NA
#> 75 75 0.766214550 normal normal NA
#> 76 76 0.502209717 normal normal NA
#> 77 77 0.165190456 normal normal NA
#> 78 78 1.395867291 normal normal NA
#> 79 79 -1.577776110 normal normal NA
#> 80 80 -0.002798609 normal normal NA
#> 81 81 0.961564645 normal normal NA
#> 82 82 -2.672611202 normal normal NA
#> 83 83 0.455399463 normal normal NA
#> 84 84 0.917990782 normal normal NA
#> 85 85 1.826344254 normal normal NA
#> 86 86 -1.011082263 normal normal NA
#> 87 87 0.410843756 normal normal NA
#> 88 88 -1.332676655 normal normal NA
#> 89 89 1.893822187 normal normal NA
#> 90 90 -0.319078402 normal normal NA
#> 91 91 -0.877055261 normal normal NA
#> 92 92 1.284825000 normal normal NA
#> 93 93 0.549910423 normal normal NA
#> 94 94 -1.232457987 normal normal NA
#> 95 95 -0.314303049 normal normal NA
#> 96 96 -1.565834736 normal normal NA
#> 97 97 0.628179750 normal normal NA
#> 98 98 -0.604175061 normal normal NA
#> 99 99 -1.086221201 normal normal NA
#> 100 100 -0.081678305 normal normal NA
#> 101 101 0.673227789 normal normal NA
#> 102 102 -1.755575702 normal normal NA
#> 103 103 0.486513993 normal normal NA
#> 104 104 1.574526785 normal normal NA
#> 105 105 -0.655725709 normal normal NA
#> 106 106 0.051186424 normal normal NA
#> 107 107 0.100734072 normal normal NA
#> 108 108 -1.157705328 normal normal NA
#> 109 109 -0.352817705 normal normal NA
#> 110 110 1.134577332 normal normal NA
#> 111 111 1.024205853 normal normal NA
#> 112 112 0.093952754 normal normal NA
#> 113 113 1.638813153 normal normal NA
#> 114 114 1.253574859 normal normal NA
#> 115 115 2.329107718 normal normal NA
#> 116 116 -0.764332752 normal normal NA
#> 117 117 -1.625450724 normal normal NA
#> 118 118 1.732186258 normal normal NA
#> 119 119 -1.057872190 normal normal NA
#> 120 120 -0.181087524 normal normal NA
#> 121 121 1.293762738 normal normal NA
#> 122 122 0.146055514 normal normal NA
#> 123 123 0.236026624 normal normal NA
#> 124 124 -0.320323477 normal normal NA
#> 125 125 0.113127957 normal normal NA
#> 126 126 -0.190629620 normal normal NA
#> 127 127 0.832743375 normal normal NA
#> 128 128 -1.897669259 normal normal NA
#> 129 129 -0.166962128 normal normal NA
#> 130 130 -0.409365912 normal normal NA
#> 131 131 0.477526378 normal normal NA
#> 132 132 -0.887755135 normal normal NA
#> 133 133 1.849451744 normal normal NA
#> 134 134 -0.996753530 normal normal NA
#> 135 135 1.585931101 normal normal NA
#> 136 136 2.026141808 normal normal NA
#> 137 137 -1.298294306 normal normal NA
#> 138 138 -0.662210459 normal normal NA
#> 139 139 -0.010565740 normal normal NA
#> 140 140 0.627875386 normal normal NA
#> 141 141 -2.389349205 normal normal NA
#> 142 142 -1.285436316 normal normal NA
#> 143 143 0.200929631 normal normal NA
#> 144 144 -0.308846127 normal normal NA
#> 145 145 -0.584872950 normal normal NA
#> 146 146 -0.036363485 normal normal NA
#> 147 147 -0.138739855 normal normal NA
#> 148 148 -0.297031425 normal normal NA
#> 149 149 0.518430776 normal normal NA
#> 150 150 0.118115521 normal normal NA
#> 151 151 0.734585723 normal normal NA
#> 152 152 1.075841436 normal normal NA
#> 153 153 -0.710002052 normal normal NA
#> 154 154 -0.642808757 normal normal NA
#> 155 155 -0.074412301 normal normal NA
#> 156 156 1.463243682 normal normal NA
#> 157 157 -0.056828037 normal normal NA
#> 158 158 -1.316895946 normal normal NA
#> 159 159 -0.000460437 normal normal NA
#> 160 160 0.323193485 normal normal NA
#> 161 161 -1.135410609 normal normal NA
#> 162 162 0.957294389 normal normal NA
#> 163 163 -1.425472939 normal normal NA
#> 164 164 -1.081311281 normal normal NA
#> 165 165 -0.127677902 normal normal NA
#> 166 166 0.310775417 normal normal NA
#> 167 167 -0.943275254 normal normal NA
#> 168 168 -1.000418384 normal normal NA
#> 169 169 -0.327402186 normal normal NA
#> 170 170 0.478926247 normal normal NA
#> 171 171 -1.121849862 normal normal NA
#> 172 172 0.429905143 normal normal NA
#> 173 173 0.577072081 normal normal NA
#> 174 174 0.004825825 normal normal NA
#> 175 175 0.136040947 normal normal NA
#> 176 176 0.538734666 normal normal NA
#> 177 177 0.654451588 normal normal NA
#> 178 178 -2.058671932 normal normal NA
#> 179 179 -0.141212409 normal normal NA
#> 180 180 -1.028806096 normal normal NA
#> 181 181 1.082250700 normal normal NA
#> 182 182 -0.253198990 normal normal NA
#> 183 183 -1.236612467 normal normal NA
#> 184 184 -0.068873429 normal normal NA
#> 185 185 -2.144443243 normal normal NA
#> 186 186 0.538669187 normal normal NA
#> 187 187 -0.251179818 normal normal NA
#> 188 188 0.547383622 normal normal NA
#> 189 189 0.915037032 normal normal NA
#> 190 190 -0.157307808 normal normal NA
#> 191 191 -0.460584788 normal normal NA
#> 192 192 -1.828617426 normal normal NA
#> 193 193 -0.446375056 normal normal NA
#> 194 194 -0.494629892 normal normal NA
#> 195 195 -1.497019264 normal normal NA
#> 196 196 0.643851583 normal normal NA
#> 197 197 0.235207999 normal normal NA
#> 198 198 0.721962673 normal normal NA
#> 199 199 -0.470120330 normal normal NA
#> 200 200 0.411395626 normal normal NA