Problem Set 3
2022-10-31
R Markdown
This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com.
When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document. You can embed an R code chunk like this:
#began by setting working directory, creating a chunk, and reading in data
read.csv("master_QuadMax10_n250_V3.csv")## SUBJECTS AGE WEIGHT GENDER SEX
## 1 A3LL4VC2KFYZOJ 22.31507 125.0409 F 0
## 2 A1Y4PK1XCHCF6Q 22.78000 132.6274 F 0
## 3 A1M8BYIP0KZJZX 23.79000 133.5414 F 0
## 4 A39BG936EGBKCP 23.93000 144.7043 F 0
## 5 A1TOVPZY91XVY0 24.89000 149.7535 F 0
## 6 A2W55J9T0JDP2O 24.92000 138.8153 F 0
## 7 A1L32YIF4HX5BQ 25.28000 135.9470 F 0
## 8 A1TEXCUTI4IUUN 25.64000 158.3422 F 0
## 9 A1SAMLI9AUPHEJ 25.82000 137.2770 F 0
## 10 A2GXLM74C7BDI8 26.18000 134.4189 F 0
## 11 ATMZDIR1YW84P 26.33000 116.1013 F 0
## 12 A4EOJGIAU41QC 26.36712 114.5699 F 0
## 13 A2CM01YNMNEXGG 28.26000 161.6779 F 0
## 14 A2Y87M8V0N1M6P 29.31000 129.5560 F 0
## 15 A5M975UINIFLU 30.15000 149.8954 F 0
## 16 A3NKNOE5HIXXL 31.88000 162.2445 F 0
## 17 A39KUEDR8ZS1CF 31.98000 120.4201 F 0
## 18 A39VZ93N96XB6O 32.08000 142.0674 F 0
## 19 A3BWB2PMOZY5MP 36.56000 103.9440 F 0
## 20 A1710X6OIQP62Q 36.69000 110.3703 F 0
## 21 A2OFN0A5CPLH57 37.28000 141.7182 F 0
## 22 A87D3K9YVKTQ7 37.93000 125.5159 F 0
## 23 A18RZQ35649XKD 38.67000 144.0885 F 0
## 24 A39MTR3ER9GLBF 40.29000 162.5506 F 0
## 25 A2QPMJ4GADLUW2 40.73000 116.7618 F 0
## 26 A1CE3DR200PXSS 40.73000 123.5979 F 0
## 27 A1VVR9MA1P9HWJ 42.39000 153.7426 F 0
## 28 A302KOFOYLD89A 43.03000 171.5917 F 0
## 29 A2BHZNAKEDRYCB 43.90000 165.3264 F 0
## 30 A3DUPRZSMU9W5R 45.15000 121.5464 F 0
## 31 A12H4QENEVBRSB 46.63000 143.3636 F 0
## 32 A314XJY8V1YL12 48.49000 167.7347 F 0
## 33 ALK9XZBTNDAUH 54.73000 116.6058 F 0
## 34 A26RO8GGTQAXGG 57.09000 112.4251 F 0
## 35 A249EWKM1EOARK 57.78000 145.7850 F 0
## 36 A3MELYYGRJ61SX 58.00000 154.9122 F 0
## 37 A2X823PACMMOKP 58.91000 138.3932 F 0
## 38 A10JXOU89D5RXR 59.27000 147.7400 F 0
## 39 A1H2Y2PDEQ7OWT 59.54000 130.9269 F 0
## 40 AKTQD9Y44G495 61.34000 117.6541 F 0
## 41 A39IEKRAOTJTD7 61.90000 167.7912 F 0
## 42 A169WH54HMYS5Z 62.13000 136.2982 F 0
## 43 A2VNSNAN1LZBAM 62.54000 108.8958 F 0
## 44 AEQ95NMC3VXQ5 64.91000 163.5804 F 0
## 45 A2H557RQ3T3LPX 66.39000 131.2387 F 0
## 46 A1AZLJ3R5FQ9B7 67.08000 117.9311 F 0
## 47 A9XX3BUUML3ST 69.12000 100.5277 F 0
## 48 A16L21AR8X012 69.52000 142.9921 F 0
## 49 AHZ5YRRIRTLJG 69.63000 153.2862 F 0
## 50 AHSXMZBNS9BPA 69.75000 114.9366 F 0
## 51 A13CXQGLSH6QY8 69.95000 156.7894 F 0
## 52 A1XDNR8GKQWCOG 70.06000 125.6937 F 0
## 53 A2APG8MSLJ6G2K 70.80000 102.4004 F 0
## 54 AR55GGUU5JWWS 71.39000 108.5927 F 0
## 55 A1BNGJBEWJS8WE 71.81000 125.8217 F 0
## 56 A3PT6YF2OZRSKX 72.94000 141.3431 F 0
## 57 A396U3HHP2ECZI 73.74000 114.5044 F 0
## 58 AV0LIAO8E356J 74.26000 181.6209 F 0
## 59 A139701FEHQMJ7 75.57000 157.2587 F 0
## 60 AKISVGHDC6WFN 77.23000 116.4682 F 0
## 61 A3RXXEVLEAM53M 77.32000 182.3085 F 0
## 62 A29ILQO8285XX 77.87000 123.8314 F 0
## 63 A2SO4O8XWUGS4A 20.15068 207.5756 M 1
## 64 AXFBMLZKWVX1R 21.06000 194.0095 M 1
## 65 A1YQ54ZCCS1G1C 21.24000 187.8671 M 1
## 66 A20R9K3NM82YRK 21.78000 161.2240 M 1
## 67 AB8BRFF4ZTZ40 22.41096 228.7073 M 1
## 68 AZCGF2D7QIO10 24.07000 184.6190 M 1
## 69 A1BKF0KULCF6Y6 24.28767 199.3592 M 1
## 70 A15CL9A9FVSJDW 25.29000 164.6345 M 1
## 71 A1WOCD9SAYI07V 25.68000 193.4300 M 1
## 72 AL7A2XPPQ09LU 26.78904 217.5614 M 1
## 73 A3CN7T0IYDE3NJ 28.34000 145.1761 M 1
## 74 A3V1VK1A3NYN17 28.64932 183.4385 M 1
## 75 ADP1QUGXHGJRS 29.92000 152.8205 M 1
## 76 A108TIBAENZAFI 30.00000 173.6343 M 1
## 77 A33ST4DW1A4PGK 31.55000 170.2962 M 1
## 78 A3HGZDLMCKGPSE 32.72000 152.7911 M 1
## 79 ACD400BAWY7QC 32.81000 206.4261 M 1
## 80 A3HKX5ZYAWDKIN 33.99000 181.1671 M 1
## 81 A2TXZVXQU5FQZ9 34.88000 185.0019 M 1
## 82 A7P3R1AIA4TVV 36.49000 148.6050 M 1
## 83 A2VA0NCPWJ8XZG 36.63000 201.2243 M 1
## 84 A1N8C5XMSNY0KE 37.50000 178.3002 M 1
## 85 A3UN1F1EOHKKE6 39.11000 218.4376 M 1
## 86 A7O82NXM2PI12 40.96000 186.3208 M 1
## 87 A1BNEJ2Q76JNF3 41.66000 203.1358 M 1
## 88 A1LENHSFWGC5EU 43.19000 170.3101 M 1
## 89 A1PJUYJ7W2LKKQ 44.41000 196.5410 M 1
## 90 A311QKIQ0I2071 44.78000 187.2914 M 1
## 91 A1H1TKK54YG94Q 45.15000 222.3976 M 1
## 92 A2A7R0WEEFC3OX 48.38000 204.1038 M 1
## 93 A8ZUM922CBH6S 49.11000 192.1962 M 1
## 94 A3GWRDHAURRNK6 49.94000 179.4091 M 1
## 95 A36WN1T2MQ6W38 49.99000 192.7656 M 1
## 96 A3EYRDEQ7CXUMN 51.45000 169.7403 M 1
## 97 ACGGIBC0P38HU 52.45000 192.8164 M 1
## 98 A1IL81UMEC9OJI 52.84000 185.7292 M 1
## 99 A1WNE8XK0EBAMP 53.96000 179.6809 M 1
## 100 A3SLXLALO5SQXY 56.56000 162.4951 M 1
## 101 AUDAL9HYHCY34 56.84000 221.4459 M 1
## 102 AX4QV62HBKJ34 57.28000 188.8899 M 1
## 103 AM0QVBV8L6QCJ 58.61000 214.2615 M 1
## 104 A121T4P5NKCHCS 58.90000 182.3828 M 1
## 105 A27T2G69VP68YP 59.53000 187.3951 M 1
## 106 AL90GN96DMQB8 59.69000 188.6259 M 1
## 107 A23HANYTQPADUC 60.09000 200.7797 M 1
## 108 A371H3PQPR2Z8J 60.41000 201.8627 M 1
## 109 A3KU7DD8Q1NQ7P 61.95000 171.8770 M 1
## 110 A2VN8Q8X7WWIM 63.65000 178.8168 M 1
## 111 A1LDO8EYGXOA9D 65.18000 202.1372 M 1
## 112 AL7UTA8J27TFK 65.37000 193.0816 M 1
## 113 A2NKE99I9M8EP3 65.90000 180.7565 M 1
## 114 A8E7IOAZRC2IC 67.64000 193.9838 M 1
## 115 A1KOHXO0BIQB8T 67.90000 211.7305 M 1
## 116 A32CJGO1ARXLE8 68.24000 201.0998 M 1
## 117 A38XRCVYVF4A31 69.53000 207.0867 M 1
## 118 A3PGG36FKY8QP 70.27000 184.7233 M 1
## 119 A2O2O2X7PGR8XW 71.35000 173.4886 M 1
## 120 A26ZENZ5G8AEGM 61.56000 110.9213 21 18
## 121 A1BZLPYW3YGUWZ 19.31233 111.8317 F 0
## 122 A21GA1OKQTL190 19.70685 153.6778 F 0
## 123 A4YZ6VBF5H9CF 20.64384 139.0127 F 0
## 124 AS30DBRRD24P4 21.32603 141.5792 F 0
## 125 A34CPKFZXBX1PO 22.18000 131.3633 F 0
## 126 A35ROC8J91VOW0 24.21000 123.0913 F 0
## 127 A1BDJMFP24FBGL 24.87000 146.2294 F 0
## 128 A1AIMKA54UBYIQ 25.33000 139.1248 F 0
## 129 A2DU76P3SED4T6 25.49000 138.8541 F 0
## 130 ANXIYA9KKTO2Y 25.70411 126.8347 F 0
## 131 A7FA4ZUL4Y7Q9 26.03288 102.5160 F 0
## 132 A304JFG8AJM7U6 26.90000 107.2810 F 0
## 133 A1H5SUG5DZOZ8Z 27.18000 121.5753 F 0
## 134 A145AXBDTCIW6Z 27.64000 120.3826 F 0
## 135 A2L2U34U20ZNQS 28.17000 146.6368 F 0
## 136 A3FHXMLW3J2K8L 28.33699 103.6168 F 0
## 137 A32AAIUH6VJNLV 28.59000 138.8077 F 0
## 138 A3CI73EFDLS3OF 30.13000 142.0104 F 0
## 139 A34VLM2UC0JY11 32.17000 138.4285 F 0
## 140 A3EVRS5DB4TE1A 32.35000 149.2741 F 0
## 141 A36P1ZQ0GYF567 32.37000 156.8386 F 0
## 142 A1720HSKGQ41VJ 32.66000 132.6163 F 0
## 143 A8A9DUD87SMQ9 34.24000 158.1672 F 0
## 144 A1INS1BWU3S0NQ 36.69000 144.7659 F 0
## 145 A1QKIA8XRNEXIG 38.01000 139.5313 F 0
## 146 A3GHLKX4ZUSJH0 38.54000 160.1351 F 0
## 147 A1XH5P1RMV9GPQ 39.37000 110.0258 F 0
## 148 A1TPGXT718D68E 41.01000 132.2832 F 0
## 149 A237O646ZJ1SFW 42.04000 176.5509 F 0
## 150 A2OVX9UW5WANQE 46.87000 129.5452 F 0
## 151 A1FG2G9TZSDN 47.71000 139.6404 F 0
## 152 A55CXM7QR7R0N 48.20000 150.4337 F 0
## 153 A2DC6TG86OSCRK 49.14000 138.3334 F 0
## 154 A2CTCKTL2LL5V 49.67000 134.8999 F 0
## 155 A2ALYW6W16PUYQ 49.84000 137.9403 F 0
## 156 A2EPBSY0VPI38S 50.75000 109.0970 F 0
## 157 A377LTGWJKY2IW 52.05000 114.0876 F 0
## 158 A2N9U74YIPDQ9F 52.74000 145.9739 F 0
## 159 A49A0FF6ZXYDU 52.85000 115.3815 F 0
## 160 A25FH7PXC446RG 53.78000 127.7433 F 0
## 161 A2OX8TSRCU6NKD 54.22000 153.6462 F 0
## 162 A1O57XVTTB1PNZ 55.48000 133.5155 F 0
## 163 A3PRFA3M7OSCT5 56.96000 133.4514 F 0
## 164 APDDA1Y59RHV9 57.12000 133.1101 F 0
## 165 A3FBC5W56LKQXL 57.99000 137.1534 F 0
## 166 AAW7FTFH4276B 59.02000 153.8531 F 0
## 167 A2FV2TYREMZNGD 59.06000 117.3071 F 0
## 168 A1BB4DMPN1GY00 59.54000 111.5728 F 0
## 169 A1CZ2GB5LZ9O5H 59.86000 138.2302 F 0
## 170 A30VLIFQPJZ17P 60.57000 115.5025 F 0
## 171 A3ROYUO9LWA22S 61.62000 126.0015 F 0
## 172 A8GD33ZJ1SAA5 62.15000 156.3625 F 0
## 173 A2L73JKDFWI0KJ 62.20000 128.6147 F 0
## 174 A3AA1L892OJ81M 63.85000 129.2727 F 0
## 175 A3NG205QJ48IM4 64.48000 110.3638 F 0
## 176 A2I3IM3RJO2OL0 65.19000 117.6670 F 0
## 177 A24EAYGSHOXEGP 65.98000 139.3152 F 0
## 178 A36PRTZFECB76C 68.77000 119.8243 F 0
## 179 A10L7F2V8368DO 69.10000 109.2584 F 0
## 180 AYXN53TNFG71P 69.58000 140.3371 F 0
## 181 A221J0YB28SBLI 69.59000 135.8220 F 0
## 182 A28VRECAUOO7U9 69.68000 138.3817 F 0
## 183 A3RNYHTTJZ6JUP 69.77000 134.6991 F 0
## 184 A36B9OFG2QJTM7 71.32000 153.4653 F 0
## 185 A1BK15QBL5758M 71.42000 162.2990 F 0
## 186 A1DY5XUPK5A7MZ 72.99000 137.1123 F 0
## 187 A24NKUCAX1LURL 76.87000 128.8507 F 0
## 188 A1US1UNHW59ESW 77.30000 151.0068 F 0
## 189 A3LKPH6ISMWLJR 18.89041 172.6542 M 1
## 190 A3FAF93BMDJLAL 22.47000 176.4568 M 1
## 191 A3OHXCAWZXBFQA 23.02466 186.9939 M 1
## 192 A2907V9QMK6SN4 23.03000 218.4236 M 1
## 193 A1GYD62XNQT0O5 26.07671 171.0768 M 1
## 194 A2H2NAJOO8UZMY 26.93699 188.0650 M 1
## 195 A1LEKO0AKAJGD0 27.02000 178.1848 M 1
## 196 A2IZAD6SRVCPRY 27.30000 151.9967 M 1
## 197 A3P5P5LGJGB6HD 28.62466 147.6603 M 1
## 198 ADKJBYY9Q3VNZ 28.79178 178.3484 M 1
## 199 AGILQEFEPEK7N 30.45000 180.0357 M 1
## 200 A318M33K2896OL 30.59000 200.3368 M 1
## 201 A14NPY8VAHGDQP 31.58000 166.7386 M 1
## 202 A2OPYRV3GLAPS1 32.17000 194.7789 M 1
## 203 A3EC3OP6U52JYC 33.27000 164.7715 M 1
## 204 A1P3HHEXWNLJMP 34.93000 209.5204 M 1
## 205 A1DP2L19BNZJ2Y 36.39000 197.3454 M 1
## 206 A3NFGEUZAH9V5G 36.81000 199.1938 M 1
## 207 A6KOTWP7N7RLU 37.47000 188.4597 M 1
## 208 A3B8CHEB2ZS31K 39.03000 173.4302 M 1
## 209 A1DZMZTXWOM9MR 39.60000 173.3868 M 1
## 210 A1CFMY4CEYOM8Y 41.61000 165.1677 M 1
## 211 A22BBAU24IEHPL 42.75000 161.6708 M 1
## 212 A2EXM21XS6NZV5 42.92000 164.4705 M 1
## 213 A2MCRVU8I9VNHG 42.95000 170.7924 M 1
## 214 A1M64R8HPYNNZA 43.29000 192.4972 M 1
## 215 A27SRSSZ8JXUHM 44.08000 166.3713 M 1
## 216 A3DS5B06ZCD3E3 44.69000 183.6196 M 1
## 217 A21Q7FCKM86VL8 45.12000 178.2824 M 1
## 218 AYHK8DTZONHKC 45.44000 190.5879 M 1
## 219 A2Y0WNHMT4PZ4C 52.95000 188.5941 M 1
## 220 A37XJVQF62ZYC 56.68000 183.3838 M 1
## 221 A31Y2UA2LPDSWZ 58.15000 191.8229 M 1
## 222 A6T4OHCY5WVVD 59.22000 163.9399 M 1
## 223 A2I37S7GQR6X1H 59.43000 198.4622 M 1
## 224 A2GR2RSG0YZOYY 59.55000 175.9474 M 1
## 225 A1YX741QQSMKPS 60.31000 209.9375 M 1
## 226 A3HSONMX6LNZR4 61.60000 182.7948 M 1
## 227 A2ZAL0HAIBS9QH 61.73000 206.1634 M 1
## 228 A6FDO4NJS24RK 62.53000 171.3212 M 1
## 229 A37SLQRKOALNV6 63.30000 255.6908 M 1
## 230 A21ZIB3KHPF0YF 63.70000 186.3587 M 1
## 231 A1DKS1KI6S93HF 64.97000 220.8457 M 1
## 232 A2CMDXGNP2XDB8 65.75000 157.2881 M 1
## 233 A1DNJ17PE2RYJZ 67.05000 206.5152 M 1
## 234 A1I6LWJWGKXOUU 67.41000 180.0045 M 1
## 235 AQDRYJ6FNKW9D 67.72000 203.6276 M 1
## 236 A34L4JED8UAIXC 68.42000 212.2040 M 1
## 237 A4LIJVRU6DG61 68.87000 167.9107 M 1
## 238 A2H1QUGX0SOUMH 69.99000 185.8426 M 1
## 239 A3RT82GOZ3OGJO 70.13000 172.8472 M 1
## 240 A2R75YFKVALBXE 70.68000 182.3697 M 1
## 241 A14ADQ7RUN6TDY 70.94000 188.3114 M 1
## 242 A306ROVVFUVWRN 71.24000 168.6779 M 1
## 243 A1WMOJNU4FFQY8 71.35000 178.0573 M 1
## 244 A2N9AKAOR17XB3 71.84000 174.0582 M 1
## 245 A319HPP13ZAEMG 73.88000 192.0664 M 1
## 246 AMVBT3XDCQBHI 75.06000 191.1772 M 1
## 247 A1PR5LB62EVYAP 77.35000 189.5960 M 1
## 248 A1T429RLLFTG35 78.09000 210.2235 M 1
## 249 A2HQTGRWZQAEZQ 24.51000 159.3769 O NA
## 250 A1H3BDWBMB63W4 63.34000 189.8749 O 18
## Do.you.have.concerns.about.your.memory. LOE HITS_PAIR HITS_TRIP HITS_QUAD
## 1 N 15 0.6 0.6 0.6
## 2 N 16 1.0 0.8 1.0
## 3 N 12 1.0 0.8 0.8
## 4 N 16 0.8 0.8 1.0
## 5 N 18 1.0 0.8 0.8
## 6 N 12 1.0 0.2 0.6
## 7 N 12 1.0 0.4 0.6
## 8 N 16 1.0 1.0 0.8
## 9 N 16 1.0 0.6 1.0
## 10 N 14 1.0 0.8 1.0
## 11 N 18 0.8 1.0 0.8
## 12 N 16 0.8 0.8 0.8
## 13 N 16 1.0 0.8 0.8
## 14 N 13 0.6 0.4 0.8
## 15 N 14 1.0 0.4 0.6
## 16 N 18 1.0 0.8 1.0
## 17 N 16 0.4 0.6 1.0
## 18 N 18 1.0 0.8 0.8
## 19 N 14 1.0 1.0 1.0
## 20 N 15 0.6 1.0 0.4
## 21 N 16 0.8 0.8 1.0
## 22 N 16 0.6 0.4 0.8
## 23 N 17 1.0 0.6 1.0
## 24 N 16 1.0 0.6 0.6
## 25 N 16 1.0 1.0 1.0
## 26 N 16 1.0 1.0 1.0
## 27 N 18 1.0 0.8 0.8
## 28 N 12 0.8 0.8 0.8
## 29 N 16 1.0 1.0 1.0
## 30 N 16 1.0 1.0 1.0
## 31 N 16 0.8 1.0 1.0
## 32 N 18 1.0 1.0 1.0
## 33 N 14 0.8 1.0 1.0
## 34 N 16 1.0 0.8 0.6
## 35 N 12 1.0 1.0 1.0
## 36 N 16 1.0 0.8 1.0
## 37 N 18 0.6 0.4 0.4
## 38 N 16 1.0 0.6 0.2
## 39 N 12 0.8 1.0 1.0
## 40 N 16 1.0 1.0 1.0
## 41 N 12 0.6 0.4 0.6
## 42 N 14 1.0 0.6 0.8
## 43 N 12 1.0 1.0 0.6
## 44 N 15 1.0 1.0 1.0
## 45 N 12 1.0 1.0 0.8
## 46 N 16 1.0 0.6 1.0
## 47 N 16 0.8 0.8 0.0
## 48 N 14 1.0 1.0 1.0
## 49 N 15 1.0 0.6 0.8
## 50 N 16 1.0 1.0 1.0
## 51 N 14 1.0 0.8 0.8
## 52 N 18 1.0 0.6 0.6
## 53 N 14 1.0 0.8 0.4
## 54 N 18 0.8 0.8 1.0
## 55 N 12 1.0 1.0 1.0
## 56 N 12 0.8 0.8 0.8
## 57 N 12 0.6 1.0 0.8
## 58 N 12 0.8 1.0 1.0
## 59 N 16 0.4 0.8 1.0
## 60 N 13 0.2 0.6 0.6
## 61 N 18 1.0 0.8 0.6
## 62 N 12 0.6 1.0 1.0
## 63 N 14 0.6 1.0 0.6
## 64 N 12 1.0 0.8 0.4
## 65 N 14 1.0 0.8 1.0
## 66 N 14 0.8 0.4 0.8
## 67 N 16 0.8 0.6 0.6
## 68 N 14 1.0 0.8 1.0
## 69 N 13 1.0 0.4 0.8
## 70 N 12 1.0 0.6 0.4
## 71 N 17 0.8 0.6 0.8
## 72 N 14 1.0 0.6 0.4
## 73 N 18 0.8 0.6 0.8
## 74 N 16 0.2 0.6 1.0
## 75 N 16 0.6 0.2 0.8
## 76 N 18 0.6 0.2 0.6
## 77 N 14 1.0 1.0 1.0
## 78 N 14 0.4 0.8 0.6
## 79 N 18 1.0 0.8 0.8
## 80 N 16 1.0 1.0 1.0
## 81 N 16 1.0 0.6 0.8
## 82 N 16 1.0 1.0 0.8
## 83 N 16 1.0 0.8 0.6
## 84 N 16 1.0 0.6 0.6
## 85 N 14 1.0 0.8 0.8
## 86 N 16 1.0 0.8 1.0
## 87 N 12 1.0 1.0 1.0
## 88 N 18 1.0 1.0 0.8
## 89 N 16 1.0 0.8 0.4
## 90 N 18 0.2 0.4 0.2
## 91 N 16 0.6 0.8 0.6
## 92 N 16 0.6 0.6 0.4
## 93 N 12 1.0 0.8 1.0
## 94 N 16 1.0 0.8 0.6
## 95 N 12 0.4 0.2 0.8
## 96 N 16 1.0 0.8 1.0
## 97 N 12 1.0 0.8 0.8
## 98 N 16 0.8 0.4 0.6
## 99 N 16 0.8 0.8 0.8
## 100 N 16 0.8 1.0 0.4
## 101 N 16 1.0 1.0 0.8
## 102 N 21 0.4 0.4 0.8
## 103 N 18 0.8 0.2 0.6
## 104 N 13 0.8 0.8 0.6
## 105 N 18 0.8 0.6 0.6
## 106 N 16 0.6 0.8 1.0
## 107 N 12 1.0 0.8 0.8
## 108 N 15 0.8 1.0 1.0
## 109 N 14 1.0 0.4 0.2
## 110 N 14 0.4 0.0 0.4
## 111 N 16 1.0 0.6 0.6
## 112 N 17 0.8 0.4 0.2
## 113 N 18 0.8 0.8 1.0
## 114 N 13 0.8 0.8 1.0
## 115 N 12 1.0 0.4 1.0
## 116 N 21 0.8 0.8 0.6
## 117 N 16 0.8 0.6 0.4
## 118 N 12 0.4 0.2 0.2
## 119 N 18 0.8 1.0 1.0
## 120 Y 1 0.2 0.0 0.4
## 121 Y 13 0.6 1.0 1.0
## 122 Y 15 0.8 0.8 0.8
## 123 Y 14 0.8 0.8 0.8
## 124 Y 16 0.6 0.4 0.6
## 125 Y 16 0.6 0.8 0.6
## 126 Y 12 0.8 0.8 0.6
## 127 Y 14 0.8 0.4 0.4
## 128 Y 16 1.0 1.0 1.0
## 129 Y 16 0.4 0.4 0.8
## 130 Y 16 1.0 0.2 0.2
## 131 Y 12 0.8 0.6 0.2
## 132 Y 12 1.0 0.6 0.8
## 133 Y 16 1.0 0.6 0.6
## 134 Y 16 0.4 0.4 0.8
## 135 Y 12 1.0 1.0 1.0
## 136 Y 16 1.0 1.0 1.0
## 137 Y 21 1.0 1.0 0.4
## 138 Y 18 0.4 0.6 0.6
## 139 Y 16 1.0 0.6 1.0
## 140 Y 14 0.8 0.4 1.0
## 141 Y 13 0.8 0.6 0.6
## 142 Y 18 1.0 1.0 1.0
## 143 Y 16 1.0 1.0 0.8
## 144 Y 18 1.0 0.6 1.0
## 145 Y 14 1.0 0.4 0.2
## 146 Y 16 0.8 0.8 1.0
## 147 Y 15 1.0 1.0 0.6
## 148 Y 17 1.0 0.8 0.8
## 149 Y 18 1.0 1.0 0.4
## 150 Y 12 1.0 0.6 0.4
## 151 Y 16 1.0 1.0 1.0
## 152 Y 12 0.6 0.4 0.8
## 153 Y 18 0.8 1.0 0.8
## 154 Y 16 1.0 0.6 0.4
## 155 Y 12 0.8 0.6 0.6
## 156 Y 16 1.0 1.0 0.6
## 157 Y 14 0.6 0.8 0.4
## 158 Y 16 1.0 0.8 1.0
## 159 Y 16 1.0 0.6 0.8
## 160 Y 16 1.0 1.0 1.0
## 161 Y 18 1.0 0.4 1.0
## 162 Y 16 1.0 0.6 1.0
## 163 Y 17 1.0 0.8 0.4
## 164 Y 13 1.0 1.0 1.0
## 165 Y 18 1.0 1.0 1.0
## 166 Y 18 0.6 0.6 0.8
## 167 Y 16 1.0 0.4 0.0
## 168 Y 13 0.6 0.8 1.0
## 169 Y 12 1.0 0.6 0.8
## 170 Y 16 0.8 0.8 1.0
## 171 Y 12 1.0 0.8 0.8
## 172 Y 15 1.0 0.6 0.8
## 173 Y 15 1.0 1.0 1.0
## 174 Y 16 0.8 1.0 1.0
## 175 Y 16 0.8 0.6 0.2
## 176 Y 16 1.0 1.0 1.0
## 177 Y 16 1.0 0.6 0.6
## 178 Y 16 1.0 0.8 1.0
## 179 Y 14 0.8 1.0 0.8
## 180 Y 13 0.6 0.8 1.0
## 181 Y 16 1.0 0.8 0.8
## 182 Y 12 0.8 0.4 0.8
## 183 Y 17 0.8 0.8 0.8
## 184 Y 18 1.0 0.6 0.6
## 185 Y 13 0.8 0.6 1.0
## 186 Y 18 0.8 1.0 0.8
## 187 Y 12 1.0 0.8 0.4
## 188 Y 13 1.0 0.6 1.0
## 189 Y 12 0.8 0.6 0.4
## 190 Y 16 0.8 0.8 1.0
## 191 Y 13 0.6 0.4 0.6
## 192 Y 12 1.0 0.8 1.0
## 193 Y 14 0.8 0.2 0.8
## 194 Y 20 1.0 0.8 1.0
## 195 Y 16 1.0 1.0 0.4
## 196 Y 16 0.8 0.4 0.6
## 197 Y 12 1.0 0.8 0.8
## 198 Y 16 1.0 0.8 0.8
## 199 Y 16 0.8 0.8 0.6
## 200 Y 14 1.0 0.8 0.4
## 201 Y 16 0.8 0.4 0.8
## 202 Y 18 1.0 1.0 0.6
## 203 Y 16 1.0 1.0 1.0
## 204 Y 16 1.0 0.8 0.8
## 205 Y 18 1.0 1.0 0.4
## 206 Y 14 0.6 0.6 0.4
## 207 Y 16 0.6 0.8 1.0
## 208 Y 11 1.0 0.8 1.0
## 209 Y 12 1.0 0.8 1.0
## 210 Y 15 1.0 0.4 0.4
## 211 Y 12 0.4 0.2 0.8
## 212 Y 18 0.8 1.0 0.8
## 213 Y 12 0.8 0.4 0.8
## 214 Y 16 1.0 0.6 0.8
## 215 Y 16 1.0 1.0 1.0
## 216 Y 12 1.0 1.0 1.0
## 217 Y 16 0.8 0.2 0.4
## 218 Y 16 0.6 0.0 0.6
## 219 Y 12 0.6 1.0 0.6
## 220 Y 14 0.8 0.6 0.6
## 221 Y 21 0.6 0.6 0.8
## 222 Y 15 1.0 0.8 1.0
## 223 Y 18 1.0 0.8 1.0
## 224 Y 16 0.4 0.8 0.6
## 225 Y 16 1.0 0.8 1.0
## 226 Y 18 1.0 1.0 0.6
## 227 Y 18 1.0 0.6 0.6
## 228 Y 16 1.0 0.8 0.4
## 229 Y 13 1.0 0.4 0.6
## 230 Y 15 1.0 0.6 1.0
## 231 Y 16 1.0 0.8 0.8
## 232 Y 18 0.8 1.0 1.0
## 233 Y 18 1.0 0.6 0.4
## 234 Y 16 0.8 0.6 0.4
## 235 Y 18 1.0 0.6 0.6
## 236 Y 17 0.6 0.8 1.0
## 237 Y 12 1.0 0.8 1.0
## 238 Y 16 1.0 1.0 0.8
## 239 Y 12 1.0 0.6 0.6
## 240 Y 18 0.8 0.8 0.8
## 241 Y 16 1.0 0.8 1.0
## 242 Y 16 1.0 0.8 0.8
## 243 Y 16 0.8 0.8 0.6
## 244 Y 13 1.0 0.6 0.6
## 245 Y 18 0.6 0.4 0.6
## 246 Y 13 1.0 0.6 1.0
## 247 Y 14 1.0 1.0 0.4
## 248 Y 15 0.8 1.0 1.0
## 249 Y 12 1.0 1.0 1.0
## 250 Y 60s 0.8 0.8 1.0
## rFA_PAIR rFA_TRIP rFA_QUAD nFA_PAIR nFA_TRIP nFA_QUAD RECOG_PAIR RECOG_TRIP
## 1 0.0 0.2 0.2 0.2 0.2 0.0 0.4 0.4
## 2 0.0 0.0 1.0 0.0 0.0 0.0 1.0 0.8
## 3 0.0 0.0 0.6 0.0 0.0 0.0 1.0 0.8
## 4 0.2 0.6 0.4 0.2 0.0 0.0 0.6 0.8
## 5 0.0 0.0 0.2 0.0 0.0 0.0 1.0 0.8
## 6 0.2 0.0 0.4 0.2 0.0 0.2 0.8 0.2
## 7 0.2 0.4 0.2 0.0 0.0 0.0 1.0 0.4
## 8 0.0 0.0 0.4 0.0 0.0 0.0 1.0 1.0
## 9 0.2 0.2 0.4 0.2 0.0 0.0 0.8 0.6
## 10 0.0 0.0 0.4 0.0 0.0 0.0 1.0 0.8
## 11 0.4 0.4 0.2 0.0 0.0 0.2 0.8 1.0
## 12 0.0 0.2 0.2 0.0 0.0 0.0 0.8 0.8
## 13 0.0 0.2 0.4 0.0 0.0 0.0 1.0 0.8
## 14 0.2 0.2 0.6 0.0 0.4 0.0 0.6 0.0
## 15 0.2 0.6 0.6 0.0 0.0 0.0 1.0 0.4
## 16 0.8 0.6 0.8 0.2 0.2 0.2 0.8 0.6
## 17 0.4 0.4 0.6 0.2 0.4 0.2 0.2 0.2
## 18 0.4 0.8 1.0 0.0 0.0 0.4 1.0 0.8
## 19 0.8 0.8 1.0 0.4 0.2 0.4 0.6 0.8
## 20 0.0 0.2 0.8 0.0 0.0 0.0 0.6 1.0
## 21 0.4 0.2 0.8 0.0 0.2 0.0 0.8 0.6
## 22 0.0 0.6 1.0 0.0 0.0 0.8 0.6 0.4
## 23 0.0 0.0 0.2 0.0 0.0 0.0 1.0 0.6
## 24 0.4 0.4 0.2 0.0 0.0 0.0 1.0 0.6
## 25 0.2 0.6 1.0 0.0 0.4 0.2 1.0 0.6
## 26 0.4 0.4 0.8 0.0 0.0 0.0 1.0 1.0
## 27 0.2 0.6 0.8 0.0 0.0 0.0 1.0 0.8
## 28 0.0 0.0 0.4 0.2 0.0 0.0 0.6 0.8
## 29 0.2 0.8 0.2 0.0 0.0 0.0 1.0 1.0
## 30 0.0 0.2 0.0 0.0 0.0 0.0 1.0 1.0
## 31 0.2 0.6 0.6 0.0 0.0 0.2 0.8 1.0
## 32 0.4 0.4 0.6 0.0 0.0 0.0 1.0 1.0
## 33 0.4 0.8 1.0 0.0 0.0 0.0 0.8 1.0
## 34 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.8
## 35 0.6 0.8 1.0 0.2 0.0 0.2 0.8 1.0
## 36 0.2 0.4 0.4 0.0 0.0 0.0 1.0 0.8
## 37 0.2 0.6 0.8 0.0 0.0 0.0 0.6 0.4
## 38 0.2 0.4 0.4 0.0 0.0 0.0 1.0 0.6
## 39 0.2 0.4 0.8 0.0 0.0 0.0 0.8 1.0
## 40 0.8 1.0 1.0 0.0 0.2 0.6 1.0 0.8
## 41 0.8 0.6 0.8 0.2 0.2 0.2 0.4 0.2
## 42 0.6 0.8 0.6 0.0 0.0 0.0 1.0 0.6
## 43 0.0 0.4 0.4 0.0 0.0 0.0 1.0 1.0
## 44 0.0 0.0 0.2 0.0 0.0 0.0 1.0 1.0
## 45 0.6 1.0 0.6 0.2 0.0 0.0 0.8 1.0
## 46 0.6 0.2 0.8 0.0 0.0 0.0 1.0 0.6
## 47 0.0 0.2 0.8 0.0 0.0 0.0 0.8 0.8
## 48 0.2 0.0 0.4 0.0 0.0 0.0 1.0 1.0
## 49 0.2 0.0 1.0 0.0 0.0 0.0 1.0 0.6
## 50 0.2 0.0 0.6 0.0 0.0 0.0 1.0 1.0
## 51 0.4 0.6 0.4 0.0 0.0 0.0 1.0 0.8
## 52 0.0 0.4 0.6 0.2 0.0 0.2 0.8 0.6
## 53 0.0 0.2 0.2 0.0 0.0 0.0 1.0 0.8
## 54 0.2 0.6 0.6 0.0 0.0 0.0 0.8 0.8
## 55 0.2 0.6 1.0 0.0 0.2 0.0 1.0 0.8
## 56 0.2 0.4 1.0 0.0 0.0 0.0 0.8 0.8
## 57 0.2 0.8 0.8 0.0 0.2 0.0 0.6 0.8
## 58 0.2 0.6 0.8 0.0 0.0 0.0 0.8 1.0
## 59 0.4 0.6 0.8 0.0 0.2 0.4 0.4 0.6
## 60 0.2 0.2 0.2 0.0 0.0 0.0 0.2 0.6
## 61 0.0 0.6 1.0 0.0 0.0 0.0 1.0 0.8
## 62 1.0 1.0 0.8 0.8 0.4 0.0 -0.2 0.6
## 63 0.8 0.6 0.6 0.2 0.8 0.6 0.4 0.2
## 64 0.6 0.4 1.0 0.4 0.4 0.8 0.6 0.4
## 65 0.0 0.4 0.2 0.0 0.0 0.0 1.0 0.8
## 66 0.6 0.4 0.8 0.2 0.0 0.2 0.6 0.4
## 67 0.8 0.4 0.8 0.6 0.2 0.0 0.2 0.4
## 68 0.0 0.2 0.6 0.0 0.0 0.0 1.0 0.8
## 69 0.2 0.2 0.6 0.4 0.2 0.2 0.6 0.2
## 70 0.4 0.2 0.4 0.0 0.0 0.0 1.0 0.6
## 71 0.6 0.4 0.6 0.2 0.0 0.0 0.6 0.6
## 72 1.0 0.6 0.6 0.0 0.4 0.2 1.0 0.2
## 73 0.0 0.2 1.0 0.0 0.0 0.0 0.8 0.6
## 74 0.4 0.2 0.8 0.0 0.2 0.2 0.2 0.4
## 75 0.2 0.4 0.2 0.0 0.2 0.0 0.6 0.0
## 76 0.4 0.4 0.4 0.0 0.2 0.0 0.6 0.0
## 77 0.0 0.0 0.6 0.0 0.0 0.0 1.0 1.0
## 78 0.8 0.6 0.4 0.0 0.2 0.0 0.4 0.6
## 79 0.2 0.2 0.6 0.2 0.0 0.0 0.8 0.8
## 80 0.2 0.6 0.8 0.0 0.2 0.0 1.0 0.8
## 81 0.4 0.2 0.6 0.0 0.2 0.2 1.0 0.4
## 82 0.2 0.4 0.6 0.0 0.2 0.4 1.0 0.8
## 83 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.8
## 84 0.0 0.4 0.6 0.4 0.4 0.2 0.6 0.2
## 85 0.0 0.0 0.2 0.0 0.0 0.0 1.0 0.8
## 86 0.0 0.6 0.8 0.0 0.0 0.0 1.0 0.8
## 87 0.2 0.0 0.2 0.0 0.0 0.0 1.0 1.0
## 88 0.4 0.6 0.6 0.0 0.0 0.2 1.0 1.0
## 89 1.0 0.6 1.0 0.4 0.4 0.2 0.6 0.4
## 90 0.0 0.0 0.4 0.0 0.0 0.0 0.2 0.4
## 91 0.2 0.2 0.6 0.0 0.0 0.0 0.6 0.8
## 92 1.0 0.8 1.0 0.0 0.4 0.2 0.6 0.2
## 93 0.2 0.4 0.8 0.6 0.4 0.2 0.4 0.4
## 94 0.0 0.2 0.2 0.0 0.0 0.2 1.0 0.8
## 95 0.0 0.6 0.8 0.4 0.0 0.2 0.0 0.2
## 96 0.2 0.8 0.6 0.0 0.0 0.0 1.0 0.8
## 97 0.0 0.6 0.8 0.0 0.0 0.0 1.0 0.8
## 98 0.2 0.0 0.2 0.0 0.0 0.0 0.8 0.4
## 99 0.0 0.6 0.4 0.2 0.0 0.0 0.6 0.8
## 100 0.6 0.6 0.2 0.2 0.0 0.6 0.6 1.0
## 101 0.2 0.6 0.8 0.0 0.0 0.0 1.0 1.0
## 102 0.0 0.8 0.2 0.0 0.0 0.2 0.4 0.4
## 103 0.4 0.6 0.6 0.0 0.2 0.0 0.8 0.0
## 104 0.4 1.0 0.6 0.0 0.0 0.0 0.8 0.8
## 105 0.6 0.2 1.0 0.0 0.2 0.2 0.8 0.4
## 106 0.2 0.6 0.8 0.2 0.2 0.2 0.4 0.6
## 107 0.6 0.2 0.8 0.6 0.6 0.4 0.4 0.2
## 108 0.0 0.6 0.8 0.0 0.0 0.0 0.8 1.0
## 109 0.4 0.6 0.4 0.0 0.0 0.0 1.0 0.4
## 110 0.2 0.0 0.0 0.0 0.0 0.0 0.4 0.0
## 111 0.4 0.6 0.8 0.0 0.0 0.0 1.0 0.6
## 112 0.2 0.2 0.0 0.0 0.0 0.0 0.8 0.4
## 113 0.6 0.4 0.6 0.0 0.0 0.2 0.8 0.8
## 114 0.2 0.6 0.6 0.0 0.0 0.0 0.8 0.8
## 115 1.0 0.6 1.0 0.0 0.0 0.0 1.0 0.4
## 116 0.4 0.4 0.2 0.0 0.0 0.0 0.8 0.8
## 117 0.0 0.2 0.2 0.0 0.2 0.0 0.8 0.4
## 118 0.2 0.0 0.4 0.0 0.0 0.0 0.4 0.2
## 119 0.4 0.8 1.0 0.2 0.2 0.6 0.6 0.8
## 120 0.0 0.0 0.2 0.0 0.0 0.0 0.2 0.0
## 121 0.2 0.0 0.6 0.2 0.0 0.0 0.4 1.0
## 122 0.2 0.4 0.6 0.0 0.2 0.0 0.8 0.6
## 123 0.0 0.0 0.6 0.0 0.0 0.0 0.8 0.8
## 124 0.0 0.6 0.8 0.2 0.0 0.0 0.4 0.4
## 125 0.2 0.4 0.4 0.0 0.2 0.0 0.6 0.6
## 126 0.4 0.6 0.6 0.2 0.0 0.0 0.6 0.8
## 127 0.2 0.0 0.0 0.0 0.0 0.0 0.8 0.4
## 128 0.0 0.4 0.2 0.0 0.0 0.0 1.0 1.0
## 129 0.2 0.0 0.0 0.2 0.6 0.2 0.2 -0.2
## 130 0.2 0.2 0.0 0.0 0.0 0.0 1.0 0.2
## 131 0.4 0.8 0.6 0.2 0.2 0.2 0.6 0.4
## 132 0.2 0.2 0.8 0.0 0.0 0.0 1.0 0.6
## 133 0.2 0.0 1.0 0.0 0.0 0.0 1.0 0.6
## 134 0.4 0.4 0.2 0.0 0.0 0.0 0.4 0.4
## 135 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0
## 136 0.4 0.6 0.6 0.0 0.0 0.0 1.0 1.0
## 137 0.2 0.2 0.8 0.0 0.2 0.0 1.0 0.8
## 138 0.2 0.2 0.2 0.0 0.0 0.0 0.4 0.6
## 139 0.2 0.8 0.8 0.0 0.0 0.0 1.0 0.6
## 140 0.0 0.4 0.6 0.0 0.0 0.2 0.8 0.4
## 141 0.4 0.8 1.0 0.0 0.0 0.0 0.8 0.6
## 142 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0
## 143 0.0 0.0 0.2 0.0 0.0 0.0 1.0 1.0
## 144 0.2 0.2 0.8 0.0 0.0 0.0 1.0 0.6
## 145 0.2 0.2 0.2 0.0 0.2 0.0 1.0 0.2
## 146 0.4 0.6 0.8 0.0 0.0 0.0 0.8 0.8
## 147 0.2 0.2 0.6 0.0 0.0 0.2 1.0 1.0
## 148 0.0 0.4 0.2 0.0 0.0 0.0 1.0 0.8
## 149 0.4 1.0 0.8 0.0 0.2 0.0 1.0 0.8
## 150 0.0 0.2 0.2 0.0 0.0 0.0 1.0 0.6
## 151 0.2 0.0 0.6 0.0 0.0 0.0 1.0 1.0
## 152 0.2 0.4 0.8 0.2 0.0 0.2 0.4 0.4
## 153 0.2 0.4 0.8 0.0 0.2 0.2 0.8 0.8
## 154 0.0 0.4 1.0 0.0 0.2 0.0 1.0 0.4
## 155 0.0 0.0 0.8 0.0 0.0 0.0 0.8 0.6
## 156 0.2 0.6 0.4 0.0 0.0 0.0 1.0 1.0
## 157 0.2 0.2 0.2 0.0 0.0 0.0 0.6 0.8
## 158 0.2 0.2 0.2 0.0 0.0 0.0 1.0 0.8
## 159 0.0 0.4 1.0 0.0 0.0 0.2 1.0 0.6
## 160 0.6 0.6 0.8 0.0 0.0 0.2 1.0 1.0
## 161 0.2 0.4 0.4 0.0 0.0 0.0 1.0 0.4
## 162 0.6 0.0 1.0 0.0 0.0 0.2 1.0 0.6
## 163 0.6 0.4 0.8 0.0 0.0 0.0 1.0 0.8
## 164 1.0 1.0 1.0 0.2 0.0 0.0 0.8 1.0
## 165 0.2 0.2 0.6 0.2 0.0 0.0 0.8 1.0
## 166 0.4 0.0 0.8 0.0 0.0 0.0 0.6 0.6
## 167 0.4 0.0 0.2 0.2 0.0 0.0 0.8 0.4
## 168 0.2 0.6 0.8 0.2 0.2 0.2 0.4 0.6
## 169 0.0 0.6 0.6 0.0 0.0 0.0 1.0 0.6
## 170 0.0 0.8 1.0 0.0 0.0 0.0 0.8 0.8
## 171 0.4 0.2 0.8 0.2 0.2 0.2 0.8 0.6
## 172 0.4 0.4 0.4 0.0 0.0 0.0 1.0 0.6
## 173 0.6 0.8 1.0 0.0 0.0 0.0 1.0 1.0
## 174 0.2 0.2 0.2 0.0 0.0 0.0 0.8 1.0
## 175 0.6 0.4 0.6 0.2 0.0 0.0 0.6 0.6
## 176 0.6 0.6 1.0 1.0 0.4 0.4 0.0 0.6
## 177 0.0 0.0 0.6 0.2 0.0 0.0 0.8 0.6
## 178 0.4 0.4 0.6 0.2 0.2 0.2 0.8 0.6
## 179 0.6 0.6 0.8 0.0 0.0 0.0 0.8 1.0
## 180 0.2 0.4 0.6 0.0 0.0 0.0 0.6 0.8
## 181 0.0 0.4 0.0 0.0 0.0 0.0 1.0 0.8
## 182 0.0 0.2 0.8 0.0 0.0 0.0 0.8 0.4
## 183 0.0 0.6 0.8 0.0 0.0 0.0 0.8 0.8
## 184 0.4 0.6 0.0 0.0 0.0 0.0 1.0 0.6
## 185 0.2 0.6 0.8 0.0 0.0 0.0 0.8 0.6
## 186 1.0 0.4 1.0 0.2 0.2 0.0 0.6 0.8
## 187 0.2 1.0 0.8 0.0 0.2 0.2 1.0 0.6
## 188 0.4 0.6 1.0 0.0 0.2 0.0 1.0 0.4
## 189 0.0 0.0 0.0 0.0 0.0 0.0 0.8 0.6
## 190 0.2 0.4 1.0 0.0 0.2 0.0 0.8 0.6
## 191 0.2 0.4 0.0 0.0 0.0 0.2 0.6 0.4
## 192 0.2 0.6 0.4 0.0 0.0 0.0 1.0 0.8
## 193 0.2 0.2 0.8 0.2 0.0 0.2 0.6 0.2
## 194 0.2 0.0 0.4 0.0 0.0 0.0 1.0 0.8
## 195 0.6 0.6 0.8 0.4 0.6 0.8 0.6 0.4
## 196 1.0 0.4 0.8 0.2 0.0 0.0 0.6 0.4
## 197 0.2 0.4 0.8 0.0 0.0 0.0 1.0 0.8
## 198 0.8 0.8 0.8 0.0 0.0 0.2 1.0 0.8
## 199 0.6 0.0 0.2 0.2 0.0 0.2 0.6 0.8
## 200 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.8
## 201 0.0 0.0 0.4 0.0 0.0 0.0 0.8 0.4
## 202 0.0 0.2 0.0 0.0 0.0 0.0 1.0 1.0
## 203 0.4 0.8 0.6 0.2 0.2 0.2 0.8 0.8
## 204 0.4 0.0 0.8 0.0 0.0 0.0 1.0 0.8
## 205 0.6 0.6 1.0 0.0 0.0 0.0 1.0 1.0
## 206 0.8 0.8 0.8 0.4 0.2 0.6 0.2 0.4
## 207 0.2 0.0 0.4 0.0 0.0 0.0 0.6 0.8
## 208 0.4 0.8 0.6 0.0 0.0 0.0 1.0 0.8
## 209 0.6 0.2 0.6 0.0 0.0 0.0 1.0 0.8
## 210 0.2 0.8 0.8 0.2 0.4 0.4 0.8 0.0
## 211 0.4 1.0 0.4 0.2 0.0 0.0 0.2 0.2
## 212 0.4 0.4 0.6 0.0 0.0 0.0 0.8 1.0
## 213 0.6 0.0 1.0 0.0 0.0 0.0 0.8 0.4
## 214 0.2 1.0 0.8 0.4 0.2 0.2 0.6 0.4
## 215 0.2 0.4 0.2 0.0 0.0 0.0 1.0 1.0
## 216 0.0 0.0 0.2 0.0 0.0 0.0 1.0 1.0
## 217 0.2 0.2 0.8 0.0 0.0 0.0 0.8 0.2
## 218 0.8 0.6 1.0 0.2 0.0 0.2 0.4 0.0
## 219 1.0 0.8 0.8 0.2 0.0 0.0 0.4 1.0
## 220 0.0 0.2 0.4 0.0 0.0 0.0 0.8 0.6
## 221 0.0 0.2 0.2 0.0 0.0 0.0 0.6 0.6
## 222 0.2 0.6 0.6 0.0 0.0 0.0 1.0 0.8
## 223 0.6 0.8 1.0 0.0 0.0 0.0 1.0 0.8
## 224 0.2 0.6 0.2 0.4 0.2 0.8 0.0 0.6
## 225 0.2 0.4 0.4 0.0 0.0 0.0 1.0 0.8
## 226 0.2 0.4 0.6 0.0 0.0 0.0 1.0 1.0
## 227 0.0 0.2 0.8 0.0 0.0 0.0 1.0 0.6
## 228 0.4 0.4 0.6 0.0 0.0 0.0 1.0 0.8
## 229 0.4 0.6 0.4 0.0 0.0 0.0 1.0 0.4
## 230 0.0 0.4 0.4 0.0 0.0 0.0 1.0 0.6
## 231 0.6 0.8 0.6 0.4 0.2 0.0 0.6 0.6
## 232 0.0 0.6 0.8 0.0 0.0 0.0 0.8 1.0
## 233 0.0 0.0 0.2 0.0 0.0 0.0 1.0 0.6
## 234 0.0 0.2 1.0 0.0 0.0 0.0 0.8 0.6
## 235 0.8 0.2 0.6 0.0 0.0 0.0 1.0 0.6
## 236 0.4 0.6 0.6 0.0 0.0 0.0 0.6 0.8
## 237 1.0 0.8 0.6 0.4 0.0 0.4 0.6 0.8
## 238 0.6 0.8 1.0 0.0 0.0 0.0 1.0 1.0
## 239 0.2 0.4 0.8 0.0 0.0 0.0 1.0 0.6
## 240 0.2 0.4 0.4 0.0 0.0 0.0 0.8 0.8
## 241 0.6 0.8 0.4 0.0 0.0 0.0 1.0 0.8
## 242 0.4 0.8 0.6 0.0 0.0 0.2 1.0 0.8
## 243 0.8 0.6 1.0 0.2 0.0 0.0 0.6 0.8
## 244 0.4 0.6 0.6 0.0 0.0 0.0 1.0 0.6
## 245 0.4 0.4 0.2 0.2 0.0 0.2 0.4 0.4
## 246 0.4 0.8 0.8 0.0 0.0 0.0 1.0 0.6
## 247 0.2 0.6 0.4 0.0 0.0 0.0 1.0 1.0
## 248 0.0 0.2 0.8 0.0 0.0 0.0 0.8 1.0
## 249 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0
## 250 0.4 0.6 0.4 0.2 0.0 0.0 0.6 0.8
## RECOG_QUAD ASSOC_PAIR ASSOC_TRIP ASSOC_QUAD
## 1 0.6 0.6 0.4 0.4
## 2 1.0 1.0 0.8 0.0
## 3 0.8 1.0 0.8 0.2
## 4 1.0 0.6 0.2 0.6
## 5 0.8 1.0 0.8 0.6
## 6 0.4 0.8 0.2 0.2
## 7 0.6 0.8 0.0 0.4
## 8 0.8 1.0 1.0 0.4
## 9 1.0 0.8 0.4 0.6
## 10 1.0 1.0 0.8 0.6
## 11 0.6 0.4 0.6 0.6
## 12 0.8 0.8 0.6 0.6
## 13 0.8 1.0 0.6 0.4
## 14 0.8 0.4 0.2 0.2
## 15 0.6 0.8 -0.2 0.0
## 16 0.8 0.2 0.2 0.2
## 17 0.8 0.0 0.2 0.4
## 18 0.4 0.6 0.0 -0.2
## 19 0.6 0.2 0.2 0.0
## 20 0.4 0.6 0.8 -0.4
## 21 1.0 0.4 0.6 0.2
## 22 0.0 0.6 -0.2 -0.2
## 23 1.0 1.0 0.6 0.8
## 24 0.6 0.6 0.2 0.4
## 25 0.8 0.8 0.4 0.0
## 26 1.0 0.6 0.6 0.2
## 27 0.8 0.8 0.2 0.0
## 28 0.8 0.8 0.8 0.4
## 29 1.0 0.8 0.2 0.8
## 30 1.0 1.0 0.8 1.0
## 31 0.8 0.6 0.4 0.4
## 32 1.0 0.6 0.6 0.4
## 33 1.0 0.4 0.2 0.0
## 34 0.6 1.0 0.8 0.6
## 35 0.8 0.4 0.2 0.0
## 36 1.0 0.8 0.4 0.6
## 37 0.4 0.4 -0.2 -0.4
## 38 0.2 0.8 0.2 -0.2
## 39 1.0 0.6 0.6 0.2
## 40 0.4 0.2 0.0 0.0
## 41 0.4 -0.2 -0.2 -0.2
## 42 0.8 0.4 -0.2 0.2
## 43 0.6 1.0 0.6 0.2
## 44 1.0 1.0 1.0 0.8
## 45 0.8 0.4 0.0 0.2
## 46 1.0 0.4 0.4 0.2
## 47 0.0 0.8 0.6 -0.8
## 48 1.0 0.8 1.0 0.6
## 49 0.8 0.8 0.6 -0.2
## 50 1.0 0.8 1.0 0.4
## 51 0.8 0.6 0.2 0.4
## 52 0.4 1.0 0.2 0.0
## 53 0.4 1.0 0.6 0.2
## 54 1.0 0.6 0.2 0.4
## 55 1.0 0.8 0.4 0.0
## 56 0.8 0.6 0.4 -0.2
## 57 0.8 0.4 0.2 0.0
## 58 1.0 0.6 0.4 0.2
## 59 0.6 0.0 0.2 0.2
## 60 0.6 0.0 0.4 0.4
## 61 0.6 1.0 0.2 -0.4
## 62 1.0 -0.4 0.0 0.2
## 63 0.0 -0.2 0.4 0.0
## 64 -0.4 0.4 0.4 -0.6
## 65 1.0 1.0 0.4 0.8
## 66 0.6 0.2 0.0 0.0
## 67 0.6 0.0 0.2 -0.2
## 68 1.0 1.0 0.6 0.4
## 69 0.6 0.8 0.2 0.2
## 70 0.4 0.6 0.4 0.0
## 71 0.8 0.2 0.2 0.2
## 72 0.2 0.0 0.0 -0.2
## 73 0.8 0.8 0.4 -0.2
## 74 0.8 -0.2 0.4 0.2
## 75 0.8 0.4 -0.2 0.6
## 76 0.6 0.2 -0.2 0.2
## 77 1.0 1.0 1.0 0.4
## 78 0.6 -0.4 0.2 0.2
## 79 0.8 0.8 0.6 0.2
## 80 1.0 0.8 0.4 0.2
## 81 0.6 0.6 0.4 0.2
## 82 0.4 0.8 0.6 0.2
## 83 0.6 1.0 0.8 0.6
## 84 0.4 1.0 0.2 0.0
## 85 0.8 1.0 0.8 0.6
## 86 1.0 1.0 0.2 0.2
## 87 1.0 0.8 1.0 0.8
## 88 0.6 0.6 0.4 0.2
## 89 0.2 0.0 0.2 -0.6
## 90 0.2 0.2 0.4 -0.2
## 91 0.6 0.4 0.6 0.0
## 92 0.2 -0.4 -0.2 -0.6
## 93 0.8 0.8 0.4 0.2
## 94 0.4 1.0 0.6 0.4
## 95 0.6 0.4 -0.4 0.0
## 96 1.0 0.8 0.0 0.4
## 97 0.8 1.0 0.2 0.0
## 98 0.6 0.6 0.4 0.4
## 99 0.8 0.8 0.2 0.4
## 100 -0.2 0.2 0.4 0.2
## 101 0.8 0.8 0.4 0.0
## 102 0.6 0.4 -0.4 0.6
## 103 0.6 0.4 -0.4 0.0
## 104 0.6 0.4 -0.2 0.0
## 105 0.4 0.2 0.4 -0.4
## 106 0.8 0.4 0.2 0.2
## 107 0.4 0.4 0.6 0.0
## 108 1.0 0.8 0.4 0.2
## 109 0.2 0.6 -0.2 -0.2
## 110 0.4 0.2 0.0 0.4
## 111 0.6 0.6 0.0 -0.2
## 112 0.2 0.6 0.2 0.2
## 113 0.8 0.2 0.4 0.4
## 114 1.0 0.6 0.2 0.4
## 115 1.0 0.0 -0.2 0.0
## 116 0.6 0.4 0.4 0.4
## 117 0.4 0.8 0.4 0.2
## 118 0.2 0.2 0.2 -0.2
## 119 0.4 0.4 0.2 0.0
## 120 0.4 0.2 0.0 0.2
## 121 1.0 0.4 1.0 0.4
## 122 0.8 0.6 0.4 0.2
## 123 0.8 0.8 0.8 0.2
## 124 0.6 0.6 -0.2 -0.2
## 125 0.6 0.4 0.4 0.2
## 126 0.6 0.4 0.2 0.0
## 127 0.4 0.6 0.4 0.4
## 128 1.0 1.0 0.6 0.8
## 129 0.6 0.2 0.4 0.8
## 130 0.2 0.8 0.0 0.2
## 131 0.0 0.4 -0.2 -0.4
## 132 0.8 0.8 0.4 0.0
## 133 0.6 0.8 0.6 -0.4
## 134 0.8 0.0 0.0 0.6
## 135 1.0 1.0 1.0 1.0
## 136 1.0 0.6 0.4 0.4
## 137 0.4 0.8 0.8 -0.4
## 138 0.6 0.2 0.4 0.4
## 139 1.0 0.8 -0.2 0.2
## 140 0.8 0.8 0.0 0.4
## 141 0.6 0.4 -0.2 -0.4
## 142 1.0 1.0 1.0 1.0
## 143 0.8 1.0 1.0 0.6
## 144 1.0 0.8 0.4 0.2
## 145 0.2 0.8 0.2 0.0
## 146 1.0 0.4 0.2 0.2
## 147 0.4 0.8 0.8 0.0
## 148 0.8 1.0 0.4 0.6
## 149 0.4 0.6 0.0 -0.4
## 150 0.4 1.0 0.4 0.2
## 151 1.0 0.8 1.0 0.4
## 152 0.6 0.4 0.0 0.0
## 153 0.6 0.6 0.6 0.0
## 154 0.4 1.0 0.2 -0.6
## 155 0.6 0.8 0.6 -0.2
## 156 0.6 0.8 0.4 0.2
## 157 0.4 0.4 0.6 0.2
## 158 1.0 0.8 0.6 0.8
## 159 0.6 1.0 0.2 -0.2
## 160 0.8 0.4 0.4 0.2
## 161 1.0 0.8 0.0 0.6
## 162 0.8 0.4 0.6 0.0
## 163 0.4 0.4 0.4 -0.4
## 164 1.0 0.0 0.0 0.0
## 165 1.0 0.8 0.8 0.4
## 166 0.8 0.2 0.6 0.0
## 167 0.0 0.6 0.4 -0.2
## 168 0.8 0.4 0.2 0.2
## 169 0.8 1.0 0.0 0.2
## 170 1.0 0.8 0.0 0.0
## 171 0.6 0.6 0.6 0.0
## 172 0.8 0.6 0.2 0.4
## 173 1.0 0.4 0.2 0.0
## 174 1.0 0.6 0.8 0.8
## 175 0.2 0.2 0.2 -0.4
## 176 0.6 0.4 0.4 0.0
## 177 0.6 1.0 0.6 0.0
## 178 0.8 0.6 0.4 0.4
## 179 0.8 0.2 0.4 0.0
## 180 1.0 0.4 0.4 0.4
## 181 0.8 1.0 0.4 0.8
## 182 0.8 0.8 0.2 0.0
## 183 0.8 0.8 0.2 0.0
## 184 0.6 0.6 0.0 0.6
## 185 1.0 0.6 0.0 0.2
## 186 0.8 -0.2 0.6 -0.2
## 187 0.2 0.8 -0.2 -0.4
## 188 1.0 0.6 0.0 0.0
## 189 0.4 0.8 0.6 0.4
## 190 1.0 0.6 0.4 0.0
## 191 0.4 0.4 0.0 0.6
## 192 1.0 0.8 0.2 0.6
## 193 0.6 0.6 0.0 0.0
## 194 1.0 0.8 0.8 0.6
## 195 -0.4 0.4 0.4 -0.4
## 196 0.6 -0.2 0.0 -0.2
## 197 0.8 0.8 0.4 0.0
## 198 0.6 0.2 0.0 0.0
## 199 0.4 0.2 0.8 0.4
## 200 0.4 1.0 0.8 0.4
## 201 0.8 0.8 0.4 0.4
## 202 0.6 1.0 0.8 0.6
## 203 0.8 0.6 0.2 0.4
## 204 0.8 0.6 0.8 0.0
## 205 0.4 0.4 0.4 -0.6
## 206 -0.2 -0.2 -0.2 -0.4
## 207 1.0 0.4 0.8 0.6
## 208 1.0 0.6 0.0 0.4
## 209 1.0 0.4 0.6 0.4
## 210 0.0 0.8 -0.4 -0.4
## 211 0.8 0.0 -0.8 0.4
## 212 0.8 0.4 0.6 0.2
## 213 0.8 0.2 0.4 -0.2
## 214 0.6 0.8 -0.4 0.0
## 215 1.0 0.8 0.6 0.8
## 216 1.0 1.0 1.0 0.8
## 217 0.4 0.6 0.0 -0.4
## 218 0.4 -0.2 -0.6 -0.4
## 219 0.6 -0.4 0.2 -0.2
## 220 0.6 0.8 0.4 0.2
## 221 0.8 0.6 0.4 0.6
## 222 1.0 0.8 0.2 0.4
## 223 1.0 0.4 0.0 0.0
## 224 -0.2 0.2 0.2 0.4
## 225 1.0 0.8 0.4 0.6
## 226 0.6 0.8 0.6 0.0
## 227 0.6 1.0 0.4 -0.2
## 228 0.4 0.6 0.4 -0.2
## 229 0.6 0.6 -0.2 0.2
## 230 1.0 1.0 0.2 0.6
## 231 0.8 0.4 0.0 0.2
## 232 1.0 0.8 0.4 0.2
## 233 0.4 1.0 0.6 0.2
## 234 0.4 0.8 0.4 -0.6
## 235 0.6 0.2 0.4 0.0
## 236 1.0 0.2 0.2 0.4
## 237 0.6 0.0 0.0 0.4
## 238 0.8 0.4 0.2 -0.2
## 239 0.6 0.8 0.2 -0.2
## 240 0.8 0.6 0.4 0.4
## 241 1.0 0.4 0.0 0.6
## 242 0.6 0.6 0.0 0.2
## 243 0.6 0.0 0.2 -0.4
## 244 0.6 0.6 0.0 0.0
## 245 0.4 0.2 0.0 0.4
## 246 1.0 0.6 -0.2 0.2
## 247 0.4 0.8 0.4 0.0
## 248 1.0 0.8 0.8 0.2
## 249 1.0 1.0 1.0 1.0
## 250 1.0 0.4 0.2 0.6#renamed data
quadmax3 <- read.csv("master_Quadmax10_n250_V3.csv")#loading libraries and installing packages
library(ggplot2)
library(ggeffects)
library(tidyr)
library(psych)##
## Attaching package: 'psych'## The following objects are masked from 'package:ggplot2':
##
## %+%, alphalibrary(Rmisc)## Loading required package: lattice## Loading required package: plyrlibrary(dplyr) ##
## Attaching package: 'dplyr'## The following objects are masked from 'package:plyr':
##
## arrange, count, desc, failwith, id, mutate, rename, summarise,
## summarize## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(stats)
#install.packages("lsr")
library(lsr)
#install.packages("easystats")
library(easystats)## # Attaching packages: easystats 0.5.2
## ✔ insight 0.18.6 ✔ datawizard 0.6.3
## ✔ bayestestR 0.13.0 ✔ performance 0.10.0
## ✔ parameters 0.19.0 ✔ effectsize 0.8.2
## ✔ modelbased 0.8.5 ✔ correlation 0.8.3
## ✔ see 0.7.3 ✔ report 0.5.5#visualizing the data to get a sense of its relationship in a scatterplot
ggplot(data = quadmax3, aes(x = AGE,y=WEIGHT)) +
geom_point(size=2, shape=19) +
xlab("AGE") +
ylab("WEIGHT") +
ggtitle("Weight Across the Lifespan") +
geom_smooth(method = "lm")## `geom_smooth()` using formula 'y ~ x'
range(quadmax3$AGE) ## [1] 18.89041 78.09000range(quadmax3$WEIGHT)## [1] 100.5277 255.6908#running correlation
library(psych)
r <- corr.test(quadmax3$AGE,quadmax3$WEIGHT)
print(r,short=F)## Call:corr.test(x = quadmax3$AGE, y = quadmax3$WEIGHT)
## Correlation matrix
## [1] 0.03
## Sample Size
## [1] 250
## These are the unadjusted probability values.
## The probability values adjusted for multiple tests are in the p.adj object.
## [1] 0.61
##
## Confidence intervals based upon normal theory. To get bootstrapped values, try cor.ci
## raw.lower raw.r raw.upper raw.p lower.adj upper.adj
## NA-NA -0.09 0.03 0.16 0.61 -0.09 0.16#saving function as an object and running a regression
reg <- lm(WEIGHT~AGE, data=quadmax3)
summary(reg)##
## Call:
## lm(formula = WEIGHT ~ AGE, data = quadmax3)
##
## Residuals:
## Min 1Q Median 3Q Max
## -60.274 -24.715 0.618 25.662 95.232
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 156.73043 5.88911 26.614 <2e-16 ***
## AGE 0.05891 0.11487 0.513 0.609
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 31.63 on 248 degrees of freedom
## Multiple R-squared: 0.001059, Adjusted R-squared: -0.002969
## F-statistic: 0.263 on 1 and 248 DF, p-value: 0.6085#finding confidence interval
confint(reg)## 2.5 % 97.5 %
## (Intercept) 145.1313752 168.3294883
## AGE -0.1673435 0.2851596#mean centering data because this data doesn't have a meaningful zero
quadmax3$AGE <- scale(quadmax3$AGE,center=T,scale=F) #running another regression
reg2 <- lm(WEIGHT~AGE,data=quadmax3)
summary(reg2)##
## Call:
## lm(formula = WEIGHT ~ AGE, data = quadmax3)
##
## Residuals:
## Min 1Q Median 3Q Max
## -60.274 -24.715 0.618 25.662 95.232
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 159.57087 2.00035 79.771 <2e-16 ***
## AGE 0.05891 0.11487 0.513 0.609
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 31.63 on 248 degrees of freedom
## Multiple R-squared: 0.001059, Adjusted R-squared: -0.002969
## F-statistic: 0.263 on 1 and 248 DF, p-value: 0.6085report(reg2)## We fitted a linear model (estimated using OLS) to predict WEIGHT with AGE
## (formula: WEIGHT ~ AGE). The model explains a statistically not significant and
## very weak proportion of variance (R2 = 1.06e-03, F(1, 248) = 0.26, p = 0.609,
## adj. R2 = -2.97e-03). The model's intercept, corresponding to AGE = 0, is at
## 159.57 (95% CI [155.63, 163.51], t(248) = 79.77, p < .001). Within this model:
##
## - The effect of AGE is statistically non-significant and positive (beta = 0.06,
## 95% CI [-0.17, 0.29], t(248) = 0.51, p = 0.609; Std. beta = 0.03, 95% CI
## [-0.09, 0.16])
##
## Standardized parameters were obtained by fitting the model on a standardized
## version of the dataset. 95% Confidence Intervals (CIs) and p-values were
## computed using a Wald t-distribution approximation.#plotting regression just to visualize it
g <- ggpredict(reg,terms=c("AGE"))
plot(g)+labs(x="AGE", y="WEIGHT",title="Age and Weight")
#we know the population mean of weight is 185.3lbs. Running a one sample t-test
#to see if this is true
onesamplet <-t.test(quadmax3$WEIGHT,mu=185.3)
report(onesamplet)## Effect sizes were labelled following Cohen's (1988) recommendations.
##
## The One Sample t-test testing the difference between quadmax3$WEIGHT (mean =
## 159.57) and mu = 185.3 suggests that the effect is negative, statistically
## significant, and large (difference = -25.73, 95% CI [155.64, 163.50], t(249) =
## -12.88, p < .001; Cohen's d = -0.81, 95% CI [-0.96, -0.67])#calculating effect size using cohens d
group1 <-c(quadmax3$WEIGHT)
group2 <-c(185.3)
cohensD(group1, group2) ## [1] 0.8146901#running sd
sd(quadmax3$WEIGHT, na.rm=T) ## [1] 31.5815#reading in new data for t-tests
read.csv("master_QuadMax10_n250_V4.csv")## SUBJECTS AGE WEIGHT.PRE WEIGHT.POST GENDER SEX
## 1 A26ZENZ5G8AEGM 61.56000 144.9158 134.3279 F 0
## 2 A1BZLPYW3YGUWZ 19.31233 145.3438 134.4033 F 0
## 3 A21GA1OKQTL190 19.70685 145.3501 134.6381 F 0
## 4 A4YZ6VBF5H9CF 20.64384 145.4339 134.6387 F 0
## 5 AS30DBRRD24P4 21.32603 145.5070 134.8920 F 0
## 6 A34CPKFZXBX1PO 22.18000 145.5733 134.9553 F 0
## 7 A3LL4VC2KFYZOJ 22.31507 145.7516 134.9558 F 0
## 8 A1Y4PK1XCHCF6Q 22.78000 145.7599 134.9774 F 0
## 9 A1M8BYIP0KZJZX 23.79000 145.8833 135.0132 F 0
## 10 A39BG936EGBKCP 23.93000 145.9005 135.1980 F 0
## 11 A35ROC8J91VOW0 24.21000 146.2031 135.9309 F 0
## 12 A1BDJMFP24FBGL 24.87000 146.2274 136.0503 F 0
## 13 A1TOVPZY91XVY0 24.89000 146.4113 136.1221 F 0
## 14 A2W55J9T0JDP2O 24.92000 146.4146 136.2182 F 0
## 15 A1L32YIF4HX5BQ 25.28000 146.4356 136.3800 F 0
## 16 A1AIMKA54UBYIQ 25.33000 146.7357 136.4942 F 0
## 17 A2DU76P3SED4T6 25.49000 146.8658 136.5956 F 0
## 18 A1TEXCUTI4IUUN 25.64000 146.8697 136.8271 F 0
## 19 ANXIYA9KKTO2Y 25.70411 146.9705 136.8523 F 0
## 20 A1SAMLI9AUPHEJ 25.82000 147.3705 136.8791 F 0
## 21 A7FA4ZUL4Y7Q9 26.03288 147.6795 136.8800 F 0
## 22 A2GXLM74C7BDI8 26.18000 147.7166 137.1530 F 0
## 23 ATMZDIR1YW84P 26.33000 147.9487 137.1685 F 0
## 24 A4EOJGIAU41QC 26.36712 147.9515 137.4905 F 0
## 25 A304JFG8AJM7U6 26.90000 148.3405 137.5134 F 0
## 26 A1H5SUG5DZOZ8Z 27.18000 148.3430 137.6347 F 0
## 27 A145AXBDTCIW6Z 27.64000 148.9244 137.6842 F 0
## 28 A2L2U34U20ZNQS 28.17000 148.9606 137.7245 F 0
## 29 A2CM01YNMNEXGG 28.26000 148.9606 137.7521 F 0
## 30 A3FHXMLW3J2K8L 28.33699 148.9623 137.7841 F 0
## 31 A32AAIUH6VJNLV 28.59000 149.0770 137.8114 F 0
## 32 A2Y87M8V0N1M6P 29.31000 149.1111 137.8270 F 0
## 33 A3CI73EFDLS3OF 30.13000 149.1189 137.9647 F 0
## 34 A5M975UINIFLU 30.15000 149.1920 137.9961 F 0
## 35 A3NKNOE5HIXXL 31.88000 149.2310 138.0020 F 0
## 36 A39KUEDR8ZS1CF 31.98000 149.2560 138.0393 F 0
## 37 A39VZ93N96XB6O 32.08000 149.3028 138.0858 F 0
## 38 A34VLM2UC0JY11 32.17000 149.4864 138.3255 F 0
## 39 A3EVRS5DB4TE1A 32.35000 149.6021 138.5221 F 0
## 40 A36P1ZQ0GYF567 32.37000 149.6066 138.5375 F 0
## 41 A1720HSKGQ41VJ 32.66000 149.6194 138.6061 F 0
## 42 A8A9DUD87SMQ9 34.24000 149.8223 138.6068 F 0
## 43 A3BWB2PMOZY5MP 36.56000 149.8259 138.6481 F 0
## 44 A1INS1BWU3S0NQ 36.69000 149.8707 138.6940 F 0
## 45 A1710X6OIQP62Q 36.69000 149.9061 138.8017 F 0
## 46 A2OFN0A5CPLH57 37.28000 149.9203 138.8046 F 0
## 47 A87D3K9YVKTQ7 37.93000 149.9917 139.1379 F 0
## 48 A1QKIA8XRNEXIG 38.01000 150.0463 139.1420 F 0
## 49 A3GHLKX4ZUSJH0 38.54000 150.2714 139.2379 F 0
## 50 A18RZQ35649XKD 38.67000 150.3617 139.3527 F 0
## 51 A1XH5P1RMV9GPQ 39.37000 150.8170 139.7310 F 0
## 52 A39MTR3ER9GLBF 40.29000 150.8235 139.8276 F 0
## 53 A2QPMJ4GADLUW2 40.73000 150.8940 139.8497 F 0
## 54 A1CE3DR200PXSS 40.73000 151.0248 139.9276 F 0
## 55 A1TPGXT718D68E 41.01000 151.0420 140.1795 F 0
## 56 A237O646ZJ1SFW 42.04000 151.0762 140.2044 F 0
## 57 A1VVR9MA1P9HWJ 42.39000 151.1491 140.4210 F 0
## 58 A302KOFOYLD89A 43.03000 151.2126 140.4657 F 0
## 59 A2BHZNAKEDRYCB 43.90000 151.2246 140.4943 F 0
## 60 A3DUPRZSMU9W5R 45.15000 151.4067 140.7072 F 0
## 61 A12H4QENEVBRSB 46.63000 151.4164 140.7995 F 0
## 62 A2OVX9UW5WANQE 46.87000 151.4425 140.8962 F 0
## 63 A1FG2G9TZSDN 47.71000 151.4613 140.9496 F 0
## 64 A55CXM7QR7R0N 48.20000 151.5114 141.1692 F 0
## 65 A314XJY8V1YL12 48.49000 151.6622 141.1806 F 0
## 66 A2DC6TG86OSCRK 49.14000 151.7654 141.2344 F 0
## 67 A2CTCKTL2LL5V 49.67000 151.8941 141.2843 F 0
## 68 A2ALYW6W16PUYQ 49.84000 151.9387 141.4180 F 0
## 69 A2EPBSY0VPI38S 50.75000 151.9797 141.4279 F 0
## 70 A377LTGWJKY2IW 52.05000 152.0002 141.9507 F 0
## 71 A2N9U74YIPDQ9F 52.74000 152.2277 142.2064 F 0
## 72 A49A0FF6ZXYDU 52.85000 152.7051 142.2561 F 0
## 73 A25FH7PXC446RG 53.78000 152.8358 142.3126 F 0
## 74 A2OX8TSRCU6NKD 54.22000 153.0405 142.4080 F 0
## 75 ALK9XZBTNDAUH 54.73000 153.1740 142.4587 F 0
## 76 A1O57XVTTB1PNZ 55.48000 153.2805 142.5655 F 0
## 77 A3PRFA3M7OSCT5 56.96000 153.5305 142.6372 F 0
## 78 A26RO8GGTQAXGG 57.09000 154.2929 142.8249 F 0
## 79 APDDA1Y59RHV9 57.12000 154.4583 142.8478 F 0
## 80 A249EWKM1EOARK 57.78000 154.5301 143.0557 F 0
## 81 A3FBC5W56LKQXL 57.99000 154.6055 143.0722 F 0
## 82 A3MELYYGRJ61SX 58.00000 154.6605 143.2887 F 0
## 83 A2X823PACMMOKP 58.91000 154.8044 143.4115 F 0
## 84 AAW7FTFH4276B 59.02000 154.8535 143.6552 F 0
## 85 A2FV2TYREMZNGD 59.06000 155.7124 143.7615 F 0
## 86 A10JXOU89D5RXR 59.27000 155.9029 143.7913 F 0
## 87 A1BB4DMPN1GY00 59.54000 156.0715 143.8382 F 0
## 88 A1H2Y2PDEQ7OWT 59.54000 156.2345 143.8591 F 0
## 89 A1CZ2GB5LZ9O5H 59.86000 156.2604 144.0717 F 0
## 90 A30VLIFQPJZ17P 60.57000 156.5384 144.2353 F 0
## 91 AKTQD9Y44G495 61.34000 156.7777 144.2605 F 0
## 92 A3ROYUO9LWA22S 61.62000 156.7786 144.5327 F 0
## 93 A39IEKRAOTJTD7 61.90000 156.9016 144.5347 F 0
## 94 A169WH54HMYS5Z 62.13000 156.9132 144.5501 F 0
## 95 A8GD33ZJ1SAA5 62.15000 157.3890 144.5936 F 0
## 96 A2L73JKDFWI0KJ 62.20000 157.5075 144.6246 F 0
## 97 A2VNSNAN1LZBAM 62.54000 157.9193 144.7015 F 0
## 98 A3AA1L892OJ81M 63.85000 158.4550 144.8093 F 0
## 99 A3NG205QJ48IM4 64.48000 158.7812 144.8394 F 0
## 100 AEQ95NMC3VXQ5 64.91000 158.9637 144.9158 F 0
## 101 A2I3IM3RJO2OL0 65.19000 159.1305 145.3438 F 0
## 102 A24EAYGSHOXEGP 65.98000 159.6962 145.3501 F 0
## 103 A2H557RQ3T3LPX 66.39000 160.1296 145.3524 F 0
## 104 A1AZLJ3R5FQ9B7 67.08000 160.2657 145.4339 F 0
## 105 A36PRTZFECB76C 68.77000 160.4105 145.5070 F 0
## 106 A10L7F2V8368DO 69.10000 160.9179 145.5733 F 0
## 107 A9XX3BUUML3ST 69.12000 161.0152 145.7516 F 0
## 108 A16L21AR8X012 69.52000 161.6364 145.7599 F 0
## 109 AYXN53TNFG71P 69.58000 162.0205 145.8833 F 0
## 110 A221J0YB28SBLI 69.59000 162.3115 145.9005 F 0
## 111 AHZ5YRRIRTLJG 69.63000 162.5441 146.2031 F 0
## 112 A28VRECAUOO7U9 69.68000 163.9920 146.2274 F 0
## 113 AHSXMZBNS9BPA 69.75000 164.1722 146.4113 F 0
## 114 A3RNYHTTJZ6JUP 69.77000 165.1491 146.4146 F 0
## 115 A13CXQGLSH6QY8 69.95000 165.3658 146.4356 F 0
## 116 A1XDNR8GKQWCOG 70.06000 166.2323 146.7357 F 0
## 117 A2APG8MSLJ6G2K 70.80000 166.5706 146.8658 F 0
## 118 A36B9OFG2QJTM7 71.32000 166.6886 146.8697 F 0
## 119 AR55GGUU5JWWS 71.39000 166.7963 146.9705 F 0
## 120 A1BK15QBL5758M 71.42000 167.6638 147.3705 F 0
## 121 A1BNGJBEWJS8WE 71.81000 167.8936 147.6795 F 0
## 122 A3PT6YF2OZRSKX 72.94000 168.0693 147.7166 F 0
## 123 A1DY5XUPK5A7MZ 72.99000 168.3729 147.9487 F 0
## 124 A396U3HHP2ECZI 73.74000 168.3917 147.9515 F 0
## 125 AV0LIAO8E356J 74.26000 168.4359 148.3405 F 0
## 126 A139701FEHQMJ7 75.57000 168.6238 148.3430 F 0
## 127 A24NKUCAX1LURL 76.87000 169.4538 148.9244 F 0
## 128 AKISVGHDC6WFN 77.23000 171.3100 148.9606 F 0
## 129 A1US1UNHW59ESW 77.30000 172.0844 148.9606 F 0
## 130 A3RXXEVLEAM53M 77.32000 172.4515 148.9623 F 0
## 131 A29ILQO8285XX 77.87000 172.5744 149.0770 F 0
## 132 A3LKPH6ISMWLJR 18.89041 170.0064 135.6559 M 1
## 133 A2SO4O8XWUGS4A 20.15068 205.3476 139.5340 M 1
## 134 AXFBMLZKWVX1R 21.06000 196.0433 139.9051 M 1
## 135 A1YQ54ZCCS1G1C 21.24000 208.1453 146.7398 M 1
## 136 A20R9K3NM82YRK 21.78000 202.8908 147.2637 M 1
## 137 AB8BRFF4ZTZ40 22.41096 188.5950 149.1497 M 1
## 138 A3FAF93BMDJLAL 22.47000 162.4297 149.1736 M 1
## 139 A3OHXCAWZXBFQA 23.02466 182.8524 174.5849 M 1
## 140 A2907V9QMK6SN4 23.03000 157.3175 196.9308 M 1
## 141 AZCGF2D7QIO10 24.07000 178.6760 197.7568 M 1
## 142 A1BKF0KULCF6Y6 24.28767 187.2175 165.6433 M 1
## 143 A15CL9A9FVSJDW 25.29000 171.6210 232.8861 M 1
## 144 A1WOCD9SAYI07V 25.68000 200.5342 192.7324 M 1
## 145 A1GYD62XNQT0O5 26.07671 193.9274 155.1948 M 1
## 146 AL7A2XPPQ09LU 26.78904 155.4897 155.2504 M 1
## 147 A2H2NAJOO8UZMY 26.93699 192.5279 155.8995 M 1
## 148 A1LEKO0AKAJGD0 27.02000 159.8625 156.3997 M 1
## 149 A2IZAD6SRVCPRY 27.30000 176.2593 156.4899 M 1
## 150 A3CN7T0IYDE3NJ 28.34000 171.7089 156.5448 M 1
## 151 A3P5P5LGJGB6HD 28.62466 181.7096 156.8700 M 1
## 152 A3V1VK1A3NYN17 28.64932 171.3867 157.5824 M 1
## 153 ADKJBYY9Q3VNZ 28.79178 179.1320 158.3414 M 1
## 154 ADP1QUGXHGJRS 29.92000 187.4694 158.4227 M 1
## 155 A108TIBAENZAFI 30.00000 182.0045 158.5680 M 1
## 156 AGILQEFEPEK7N 30.45000 214.4740 158.5794 M 1
## 157 A318M33K2896OL 30.59000 208.5264 159.2865 M 1
## 158 A33ST4DW1A4PGK 31.55000 190.2220 159.3903 M 1
## 159 A14NPY8VAHGDQP 31.58000 217.1438 159.5032 M 1
## 160 A2OPYRV3GLAPS1 32.17000 156.0739 160.1406 M 1
## 161 A3HGZDLMCKGPSE 32.72000 206.3852 160.1885 M 1
## 162 ACD400BAWY7QC 32.81000 178.1528 160.6839 M 1
## 163 A3EC3OP6U52JYC 33.27000 228.8384 160.9920 M 1
## 164 A3HKX5ZYAWDKIN 33.99000 174.4734 161.0288 M 1
## 165 A2TXZVXQU5FQZ9 34.88000 164.2149 161.1934 M 1
## 166 A1P3HHEXWNLJMP 34.93000 212.1573 161.3788 M 1
## 167 A1DP2L19BNZJ2Y 36.39000 206.0149 161.4201 M 1
## 168 A7P3R1AIA4TVV 36.49000 167.4335 162.0067 M 1
## 169 A2VA0NCPWJ8XZG 36.63000 195.2186 162.3105 M 1
## 170 A3NFGEUZAH9V5G 36.81000 209.1755 162.3795 M 1
## 171 A6KOTWP7N7RLU 37.47000 182.3013 162.7796 M 1
## 172 A1N8C5XMSNY0KE 37.50000 190.1851 163.0084 M 1
## 173 A3B8CHEB2ZS31K 39.03000 160.3449 163.1080 M 1
## 174 A3UN1F1EOHKKE6 39.11000 129.3010 163.1080 M 1
## 175 A1DZMZTXWOM9MR 39.60000 195.6263 163.3095 M 1
## 176 A7O82NXM2PI12 40.96000 186.7514 163.3573 M 1
## 177 A1CFMY4CEYOM8Y 41.61000 227.5006 163.6040 M 1
## 178 A1BNEJ2Q76JNF3 41.66000 197.1875 163.8205 M 1
## 179 A22BBAU24IEHPL 42.75000 209.5563 163.8518 M 1
## 180 A2EXM21XS6NZV5 42.92000 209.7593 164.0144 M 1
## 181 A2MCRVU8I9VNHG 42.95000 220.4368 164.1459 M 1
## 182 A1LENHSFWGC5EU 43.19000 169.2079 164.2952 M 1
## 183 A1M64R8HPYNNZA 43.29000 185.8456 164.4391 M 1
## 184 A27SRSSZ8JXUHM 44.08000 192.6915 164.6603 M 1
## 185 A1PJUYJ7W2LKKQ 44.41000 177.0261 164.9433 M 1
## 186 A3DS5B06ZCD3E3 44.69000 199.9474 164.9746 M 1
## 187 A311QKIQ0I2071 44.78000 168.7103 165.1559 M 1
## 188 A21Q7FCKM86VL8 45.12000 123.5281 165.4312 M 1
## 189 A1H1TKK54YG94Q 45.15000 160.2422 165.5146 M 1
## 190 AYHK8DTZONHKC 45.44000 197.0826 165.5685 M 1
## 191 A2A7R0WEEFC3OX 48.38000 161.9709 165.6116 M 1
## 192 A8ZUM922CBH6S 49.11000 201.6551 165.7171 M 1
## 193 A3GWRDHAURRNK6 49.94000 194.7862 165.8506 M 1
## 194 A36WN1T2MQ6W38 49.99000 162.5654 166.1061 M 1
## 195 A3EYRDEQ7CXUMN 51.45000 175.8110 166.5011 M 1
## 196 ACGGIBC0P38HU 52.45000 209.3793 166.5035 M 1
## 197 A1IL81UMEC9OJI 52.84000 204.4603 166.5836 M 1
## 198 A2Y0WNHMT4PZ4C 52.95000 210.8691 166.7074 M 1
## 199 A1WNE8XK0EBAMP 53.96000 169.3263 166.9692 M 1
## 200 A3SLXLALO5SQXY 56.56000 223.3261 167.0287 M 1
## 201 A37XJVQF62ZYC 56.68000 192.9469 167.1275 M 1
## 202 AUDAL9HYHCY34 56.84000 172.9048 167.2975 M 1
## 203 AX4QV62HBKJ34 57.28000 191.5722 167.7005 M 1
## 204 A31Y2UA2LPDSWZ 58.15000 157.1195 167.7398 M 1
## 205 AM0QVBV8L6QCJ 58.61000 182.7955 167.7471 M 1
## 206 A121T4P5NKCHCS 58.90000 151.8869 167.9711 M 1
## 207 A6T4OHCY5WVVD 59.22000 193.3411 168.0140 M 1
## 208 A2I37S7GQR6X1H 59.43000 185.4280 168.0904 M 1
## 209 A27T2G69VP68YP 59.53000 195.3823 168.2803 M 1
## 210 A2GR2RSG0YZOYY 59.55000 174.1969 168.6177 M 1
## 211 AL90GN96DMQB8 59.69000 164.6498 168.6273 M 1
## 212 A23HANYTQPADUC 60.09000 163.8450 168.6408 M 1
## 213 A1YX741QQSMKPS 60.31000 174.7200 169.0640 M 1
## 214 A371H3PQPR2Z8J 60.41000 212.9006 169.0810 M 1
## 215 A3HSONMX6LNZR4 61.60000 172.7943 169.1094 M 1
## 216 A2ZAL0HAIBS9QH 61.73000 171.9803 169.5568 M 1
## 217 A3KU7DD8Q1NQ7P 61.95000 195.9234 169.6541 M 1
## 218 A6FDO4NJS24RK 62.53000 174.8153 169.7377 M 1
## 219 A37SLQRKOALNV6 63.30000 174.5669 169.7878 M 1
## 220 A2VN8Q8X7WWIM 63.65000 140.2777 169.8275 M 1
## 221 A21ZIB3KHPF0YF 63.70000 215.5597 170.1006 M 1
## 222 A1DKS1KI6S93HF 64.97000 215.8582 170.1759 M 1
## 223 A1LDO8EYGXOA9D 65.18000 184.2439 170.1913 M 1
## 224 AL7UTA8J27TFK 65.37000 168.2022 170.3055 M 1
## 225 A2CMDXGNP2XDB8 65.75000 151.3846 170.3523 M 1
## 226 A2NKE99I9M8EP3 65.90000 185.9702 170.4136 M 1
## 227 A1DNJ17PE2RYJZ 67.05000 203.2417 170.5939 M 1
## 228 A1I6LWJWGKXOUU 67.41000 223.9457 171.0169 M 1
## 229 A8E7IOAZRC2IC 67.64000 148.4722 171.5879 M 1
## 230 AQDRYJ6FNKW9D 67.72000 207.1946 171.6932 M 1
## 231 A1KOHXO0BIQB8T 67.90000 205.1931 171.9837 M 1
## 232 A32CJGO1ARXLE8 68.24000 209.4225 172.1143 M 1
## 233 A34L4JED8UAIXC 68.42000 199.1669 172.1356 M 1
## 234 A4LIJVRU6DG61 68.87000 165.0646 172.1528 M 1
## 235 A38XRCVYVF4A31 69.53000 180.7605 172.1869 M 1
## 236 A2H1QUGX0SOUMH 69.99000 202.2988 172.5752 M 1
## 237 A3RT82GOZ3OGJO 70.13000 195.2620 172.6065 M 1
## 238 A3PGG36FKY8QP 70.27000 184.2327 172.6641 M 1
## 239 A2R75YFKVALBXE 70.68000 188.4538 172.7737 M 1
## 240 A14ADQ7RUN6TDY 70.94000 157.2050 172.8398 M 1
## 241 A306ROVVFUVWRN 71.24000 196.5523 172.8835 M 1
## 242 A2O2O2X7PGR8XW 71.35000 208.3662 172.9858 M 1
## 243 A1WMOJNU4FFQY8 71.35000 158.1850 173.0413 M 1
## 244 A2N9AKAOR17XB3 71.84000 184.5984 173.2707 M 1
## 245 A319HPP13ZAEMG 73.88000 197.9075 173.2840 M 1
## 246 AMVBT3XDCQBHI 75.06000 202.8672 173.3104 M 1
## 247 A1PR5LB62EVYAP 77.35000 199.0808 173.4240 M 1
## 248 A1T429RLLFTG35 78.09000 156.2240 173.4317 M 1
## 249 A2HQTGRWZQAEZQ 24.51000 168.2995 173.4599 M 1
## 250 A1H3BDWBMB63W4 63.34000 201.5107 173.5958 M 1
## Do.you.have.concerns.about.your.memory. LOE HITS_PAIR HITS_TRIP HITS_QUAD
## 1 Y 1 0.2 0.0 0.4
## 2 Y 13 0.6 1.0 1.0
## 3 Y 15 0.8 0.8 0.8
## 4 Y 14 0.8 0.8 0.8
## 5 Y 16 0.6 0.4 0.6
## 6 Y 16 0.6 0.8 0.6
## 7 N 15 0.6 0.6 0.6
## 8 N 16 1.0 0.8 1.0
## 9 N 12 1.0 0.8 0.8
## 10 N 16 0.8 0.8 1.0
## 11 Y 12 0.8 0.8 0.6
## 12 Y 14 0.8 0.4 0.4
## 13 N 18 1.0 0.8 0.8
## 14 N 12 1.0 0.2 0.6
## 15 N 12 1.0 0.4 0.6
## 16 Y 16 1.0 1.0 1.0
## 17 Y 16 0.4 0.4 0.8
## 18 N 16 1.0 1.0 0.8
## 19 Y 16 1.0 0.2 0.2
## 20 N 16 1.0 0.6 1.0
## 21 Y 12 0.8 0.6 0.2
## 22 N 14 1.0 0.8 1.0
## 23 N 18 0.8 1.0 0.8
## 24 N 16 0.8 0.8 0.8
## 25 Y 12 1.0 0.6 0.8
## 26 Y 16 1.0 0.6 0.6
## 27 Y 16 0.4 0.4 0.8
## 28 Y 12 1.0 1.0 1.0
## 29 N 16 1.0 0.8 0.8
## 30 Y 16 1.0 1.0 1.0
## 31 Y 21 1.0 1.0 0.4
## 32 N 13 0.6 0.4 0.8
## 33 Y 18 0.4 0.6 0.6
## 34 N 14 1.0 0.4 0.6
## 35 N 18 1.0 0.8 1.0
## 36 N 16 0.4 0.6 1.0
## 37 N 18 1.0 0.8 0.8
## 38 Y 16 1.0 0.6 1.0
## 39 Y 14 0.8 0.4 1.0
## 40 Y 13 0.8 0.6 0.6
## 41 Y 18 1.0 1.0 1.0
## 42 Y 16 1.0 1.0 0.8
## 43 N 14 1.0 1.0 1.0
## 44 Y 18 1.0 0.6 1.0
## 45 N 15 0.6 1.0 0.4
## 46 N 16 0.8 0.8 1.0
## 47 N 16 0.6 0.4 0.8
## 48 Y 14 1.0 0.4 0.2
## 49 Y 16 0.8 0.8 1.0
## 50 N 17 1.0 0.6 1.0
## 51 Y 15 1.0 1.0 0.6
## 52 N 16 1.0 0.6 0.6
## 53 N 16 1.0 1.0 1.0
## 54 N 16 1.0 1.0 1.0
## 55 Y 17 1.0 0.8 0.8
## 56 Y 18 1.0 1.0 0.4
## 57 N 18 1.0 0.8 0.8
## 58 N 12 0.8 0.8 0.8
## 59 N 16 1.0 1.0 1.0
## 60 N 16 1.0 1.0 1.0
## 61 N 16 0.8 1.0 1.0
## 62 Y 12 1.0 0.6 0.4
## 63 Y 16 1.0 1.0 1.0
## 64 Y 12 0.6 0.4 0.8
## 65 N 18 1.0 1.0 1.0
## 66 Y 18 0.8 1.0 0.8
## 67 Y 16 1.0 0.6 0.4
## 68 Y 12 0.8 0.6 0.6
## 69 Y 16 1.0 1.0 0.6
## 70 Y 14 0.6 0.8 0.4
## 71 Y 16 1.0 0.8 1.0
## 72 Y 16 1.0 0.6 0.8
## 73 Y 16 1.0 1.0 1.0
## 74 Y 18 1.0 0.4 1.0
## 75 N 14 0.8 1.0 1.0
## 76 Y 16 1.0 0.6 1.0
## 77 Y 17 1.0 0.8 0.4
## 78 N 16 1.0 0.8 0.6
## 79 Y 13 1.0 1.0 1.0
## 80 N 12 1.0 1.0 1.0
## 81 Y 18 1.0 1.0 1.0
## 82 N 16 1.0 0.8 1.0
## 83 N 18 0.6 0.4 0.4
## 84 Y 18 0.6 0.6 0.8
## 85 Y 16 1.0 0.4 0.0
## 86 N 16 1.0 0.6 0.2
## 87 Y 13 0.6 0.8 1.0
## 88 N 12 0.8 1.0 1.0
## 89 Y 12 1.0 0.6 0.8
## 90 Y 16 0.8 0.8 1.0
## 91 N 16 1.0 1.0 1.0
## 92 Y 12 1.0 0.8 0.8
## 93 N 12 0.6 0.4 0.6
## 94 N 14 1.0 0.6 0.8
## 95 Y 15 1.0 0.6 0.8
## 96 Y 15 1.0 1.0 1.0
## 97 N 12 1.0 1.0 0.6
## 98 Y 16 0.8 1.0 1.0
## 99 Y 16 0.8 0.6 0.2
## 100 N 15 1.0 1.0 1.0
## 101 Y 16 1.0 1.0 1.0
## 102 Y 16 1.0 0.6 0.6
## 103 N 12 1.0 1.0 0.8
## 104 N 16 1.0 0.6 1.0
## 105 Y 16 1.0 0.8 1.0
## 106 Y 14 0.8 1.0 0.8
## 107 N 16 0.8 0.8 0.0
## 108 N 14 1.0 1.0 1.0
## 109 Y 13 0.6 0.8 1.0
## 110 Y 16 1.0 0.8 0.8
## 111 N 15 1.0 0.6 0.8
## 112 Y 12 0.8 0.4 0.8
## 113 N 16 1.0 1.0 1.0
## 114 Y 17 0.8 0.8 0.8
## 115 N 14 1.0 0.8 0.8
## 116 N 18 1.0 0.6 0.6
## 117 N 14 1.0 0.8 0.4
## 118 Y 18 1.0 0.6 0.6
## 119 N 18 0.8 0.8 1.0
## 120 Y 13 0.8 0.6 1.0
## 121 N 12 1.0 1.0 1.0
## 122 N 12 0.8 0.8 0.8
## 123 Y 18 0.8 1.0 0.8
## 124 N 12 0.6 1.0 0.8
## 125 N 12 0.8 1.0 1.0
## 126 N 16 0.4 0.8 1.0
## 127 Y 12 1.0 0.8 0.4
## 128 N 13 0.2 0.6 0.6
## 129 Y 13 1.0 0.6 1.0
## 130 N 18 1.0 0.8 0.6
## 131 N 12 0.6 1.0 1.0
## 132 Y 12 0.8 0.6 0.4
## 133 N 14 0.6 1.0 0.6
## 134 N 12 1.0 0.8 0.4
## 135 N 14 1.0 0.8 1.0
## 136 N 14 0.8 0.4 0.8
## 137 N 16 0.8 0.6 0.6
## 138 Y 16 0.8 0.8 1.0
## 139 Y 13 0.6 0.4 0.6
## 140 Y 12 1.0 0.8 1.0
## 141 N 14 1.0 0.8 1.0
## 142 N 13 1.0 0.4 0.8
## 143 N 12 1.0 0.6 0.4
## 144 N 17 0.8 0.6 0.8
## 145 Y 14 0.8 0.2 0.8
## 146 N 14 1.0 0.6 0.4
## 147 Y 20 1.0 0.8 1.0
## 148 Y 16 1.0 1.0 0.4
## 149 Y 16 0.8 0.4 0.6
## 150 N 18 0.8 0.6 0.8
## 151 Y 12 1.0 0.8 0.8
## 152 N 16 0.2 0.6 1.0
## 153 Y 16 1.0 0.8 0.8
## 154 N 16 0.6 0.2 0.8
## 155 N 18 0.6 0.2 0.6
## 156 Y 16 0.8 0.8 0.6
## 157 Y 14 1.0 0.8 0.4
## 158 N 14 1.0 1.0 1.0
## 159 Y 16 0.8 0.4 0.8
## 160 Y 18 1.0 1.0 0.6
## 161 N 14 0.4 0.8 0.6
## 162 N 18 1.0 0.8 0.8
## 163 Y 16 1.0 1.0 1.0
## 164 N 16 1.0 1.0 1.0
## 165 N 16 1.0 0.6 0.8
## 166 Y 16 1.0 0.8 0.8
## 167 Y 18 1.0 1.0 0.4
## 168 N 16 1.0 1.0 0.8
## 169 N 16 1.0 0.8 0.6
## 170 Y 14 0.6 0.6 0.4
## 171 Y 16 0.6 0.8 1.0
## 172 N 16 1.0 0.6 0.6
## 173 Y 11 1.0 0.8 1.0
## 174 N 14 1.0 0.8 0.8
## 175 Y 12 1.0 0.8 1.0
## 176 N 16 1.0 0.8 1.0
## 177 Y 15 1.0 0.4 0.4
## 178 N 12 1.0 1.0 1.0
## 179 Y 12 0.4 0.2 0.8
## 180 Y 18 0.8 1.0 0.8
## 181 Y 12 0.8 0.4 0.8
## 182 N 18 1.0 1.0 0.8
## 183 Y 16 1.0 0.6 0.8
## 184 Y 16 1.0 1.0 1.0
## 185 N 16 1.0 0.8 0.4
## 186 Y 12 1.0 1.0 1.0
## 187 N 18 0.2 0.4 0.2
## 188 Y 16 0.8 0.2 0.4
## 189 N 16 0.6 0.8 0.6
## 190 Y 16 0.6 0.0 0.6
## 191 N 16 0.6 0.6 0.4
## 192 N 12 1.0 0.8 1.0
## 193 N 16 1.0 0.8 0.6
## 194 N 12 0.4 0.2 0.8
## 195 N 16 1.0 0.8 1.0
## 196 N 12 1.0 0.8 0.8
## 197 N 16 0.8 0.4 0.6
## 198 Y 12 0.6 1.0 0.6
## 199 N 16 0.8 0.8 0.8
## 200 N 16 0.8 1.0 0.4
## 201 Y 14 0.8 0.6 0.6
## 202 N 16 1.0 1.0 0.8
## 203 N 21 0.4 0.4 0.8
## 204 Y 21 0.6 0.6 0.8
## 205 N 18 0.8 0.2 0.6
## 206 N 13 0.8 0.8 0.6
## 207 Y 15 1.0 0.8 1.0
## 208 Y 18 1.0 0.8 1.0
## 209 N 18 0.8 0.6 0.6
## 210 Y 16 0.4 0.8 0.6
## 211 N 16 0.6 0.8 1.0
## 212 N 12 1.0 0.8 0.8
## 213 Y 16 1.0 0.8 1.0
## 214 N 15 0.8 1.0 1.0
## 215 Y 18 1.0 1.0 0.6
## 216 Y 18 1.0 0.6 0.6
## 217 N 14 1.0 0.4 0.2
## 218 Y 16 1.0 0.8 0.4
## 219 Y 13 1.0 0.4 0.6
## 220 N 14 0.4 0.0 0.4
## 221 Y 15 1.0 0.6 1.0
## 222 Y 16 1.0 0.8 0.8
## 223 N 16 1.0 0.6 0.6
## 224 N 17 0.8 0.4 0.2
## 225 Y 18 0.8 1.0 1.0
## 226 N 18 0.8 0.8 1.0
## 227 Y 18 1.0 0.6 0.4
## 228 Y 16 0.8 0.6 0.4
## 229 N 13 0.8 0.8 1.0
## 230 Y 18 1.0 0.6 0.6
## 231 N 12 1.0 0.4 1.0
## 232 N 21 0.8 0.8 0.6
## 233 Y 17 0.6 0.8 1.0
## 234 Y 12 1.0 0.8 1.0
## 235 N 16 0.8 0.6 0.4
## 236 Y 16 1.0 1.0 0.8
## 237 Y 12 1.0 0.6 0.6
## 238 N 12 0.4 0.2 0.2
## 239 Y 18 0.8 0.8 0.8
## 240 Y 16 1.0 0.8 1.0
## 241 Y 16 1.0 0.8 0.8
## 242 N 18 0.8 1.0 1.0
## 243 Y 16 0.8 0.8 0.6
## 244 Y 13 1.0 0.6 0.6
## 245 Y 18 0.6 0.4 0.6
## 246 Y 13 1.0 0.6 1.0
## 247 Y 14 1.0 1.0 0.4
## 248 Y 15 0.8 1.0 1.0
## 249 Y 12 1.0 1.0 1.0
## 250 Y 60s 0.8 0.8 1.0
## rFA_PAIR rFA_TRIP rFA_QUAD nFA_PAIR nFA_TRIP nFA_QUAD RECOG_PAIR RECOG_TRIP
## 1 0.0 0.0 0.2 0.0 0.0 0.0 0.2 0.0
## 2 0.2 0.0 0.6 0.2 0.0 0.0 0.4 1.0
## 3 0.2 0.4 0.6 0.0 0.2 0.0 0.8 0.6
## 4 0.0 0.0 0.6 0.0 0.0 0.0 0.8 0.8
## 5 0.0 0.6 0.8 0.2 0.0 0.0 0.4 0.4
## 6 0.2 0.4 0.4 0.0 0.2 0.0 0.6 0.6
## 7 0.0 0.2 0.2 0.2 0.2 0.0 0.4 0.4
## 8 0.0 0.0 1.0 0.0 0.0 0.0 1.0 0.8
## 9 0.0 0.0 0.6 0.0 0.0 0.0 1.0 0.8
## 10 0.2 0.6 0.4 0.2 0.0 0.0 0.6 0.8
## 11 0.4 0.6 0.6 0.2 0.0 0.0 0.6 0.8
## 12 0.2 0.0 0.0 0.0 0.0 0.0 0.8 0.4
## 13 0.0 0.0 0.2 0.0 0.0 0.0 1.0 0.8
## 14 0.2 0.0 0.4 0.2 0.0 0.2 0.8 0.2
## 15 0.2 0.4 0.2 0.0 0.0 0.0 1.0 0.4
## 16 0.0 0.4 0.2 0.0 0.0 0.0 1.0 1.0
## 17 0.2 0.0 0.0 0.2 0.6 0.2 0.2 -0.2
## 18 0.0 0.0 0.4 0.0 0.0 0.0 1.0 1.0
## 19 0.2 0.2 0.0 0.0 0.0 0.0 1.0 0.2
## 20 0.2 0.2 0.4 0.2 0.0 0.0 0.8 0.6
## 21 0.4 0.8 0.6 0.2 0.2 0.2 0.6 0.4
## 22 0.0 0.0 0.4 0.0 0.0 0.0 1.0 0.8
## 23 0.4 0.4 0.2 0.0 0.0 0.2 0.8 1.0
## 24 0.0 0.2 0.2 0.0 0.0 0.0 0.8 0.8
## 25 0.2 0.2 0.8 0.0 0.0 0.0 1.0 0.6
## 26 0.2 0.0 1.0 0.0 0.0 0.0 1.0 0.6
## 27 0.4 0.4 0.2 0.0 0.0 0.0 0.4 0.4
## 28 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0
## 29 0.0 0.2 0.4 0.0 0.0 0.0 1.0 0.8
## 30 0.4 0.6 0.6 0.0 0.0 0.0 1.0 1.0
## 31 0.2 0.2 0.8 0.0 0.2 0.0 1.0 0.8
## 32 0.2 0.2 0.6 0.0 0.4 0.0 0.6 0.0
## 33 0.2 0.2 0.2 0.0 0.0 0.0 0.4 0.6
## 34 0.2 0.6 0.6 0.0 0.0 0.0 1.0 0.4
## 35 0.8 0.6 0.8 0.2 0.2 0.2 0.8 0.6
## 36 0.4 0.4 0.6 0.2 0.4 0.2 0.2 0.2
## 37 0.4 0.8 1.0 0.0 0.0 0.4 1.0 0.8
## 38 0.2 0.8 0.8 0.0 0.0 0.0 1.0 0.6
## 39 0.0 0.4 0.6 0.0 0.0 0.2 0.8 0.4
## 40 0.4 0.8 1.0 0.0 0.0 0.0 0.8 0.6
## 41 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0
## 42 0.0 0.0 0.2 0.0 0.0 0.0 1.0 1.0
## 43 0.8 0.8 1.0 0.4 0.2 0.4 0.6 0.8
## 44 0.2 0.2 0.8 0.0 0.0 0.0 1.0 0.6
## 45 0.0 0.2 0.8 0.0 0.0 0.0 0.6 1.0
## 46 0.4 0.2 0.8 0.0 0.2 0.0 0.8 0.6
## 47 0.0 0.6 1.0 0.0 0.0 0.8 0.6 0.4
## 48 0.2 0.2 0.2 0.0 0.2 0.0 1.0 0.2
## 49 0.4 0.6 0.8 0.0 0.0 0.0 0.8 0.8
## 50 0.0 0.0 0.2 0.0 0.0 0.0 1.0 0.6
## 51 0.2 0.2 0.6 0.0 0.0 0.2 1.0 1.0
## 52 0.4 0.4 0.2 0.0 0.0 0.0 1.0 0.6
## 53 0.2 0.6 1.0 0.0 0.4 0.2 1.0 0.6
## 54 0.4 0.4 0.8 0.0 0.0 0.0 1.0 1.0
## 55 0.0 0.4 0.2 0.0 0.0 0.0 1.0 0.8
## 56 0.4 1.0 0.8 0.0 0.2 0.0 1.0 0.8
## 57 0.2 0.6 0.8 0.0 0.0 0.0 1.0 0.8
## 58 0.0 0.0 0.4 0.2 0.0 0.0 0.6 0.8
## 59 0.2 0.8 0.2 0.0 0.0 0.0 1.0 1.0
## 60 0.0 0.2 0.0 0.0 0.0 0.0 1.0 1.0
## 61 0.2 0.6 0.6 0.0 0.0 0.2 0.8 1.0
## 62 0.0 0.2 0.2 0.0 0.0 0.0 1.0 0.6
## 63 0.2 0.0 0.6 0.0 0.0 0.0 1.0 1.0
## 64 0.2 0.4 0.8 0.2 0.0 0.2 0.4 0.4
## 65 0.4 0.4 0.6 0.0 0.0 0.0 1.0 1.0
## 66 0.2 0.4 0.8 0.0 0.2 0.2 0.8 0.8
## 67 0.0 0.4 1.0 0.0 0.2 0.0 1.0 0.4
## 68 0.0 0.0 0.8 0.0 0.0 0.0 0.8 0.6
## 69 0.2 0.6 0.4 0.0 0.0 0.0 1.0 1.0
## 70 0.2 0.2 0.2 0.0 0.0 0.0 0.6 0.8
## 71 0.2 0.2 0.2 0.0 0.0 0.0 1.0 0.8
## 72 0.0 0.4 1.0 0.0 0.0 0.2 1.0 0.6
## 73 0.6 0.6 0.8 0.0 0.0 0.2 1.0 1.0
## 74 0.2 0.4 0.4 0.0 0.0 0.0 1.0 0.4
## 75 0.4 0.8 1.0 0.0 0.0 0.0 0.8 1.0
## 76 0.6 0.0 1.0 0.0 0.0 0.2 1.0 0.6
## 77 0.6 0.4 0.8 0.0 0.0 0.0 1.0 0.8
## 78 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.8
## 79 1.0 1.0 1.0 0.2 0.0 0.0 0.8 1.0
## 80 0.6 0.8 1.0 0.2 0.0 0.2 0.8 1.0
## 81 0.2 0.2 0.6 0.2 0.0 0.0 0.8 1.0
## 82 0.2 0.4 0.4 0.0 0.0 0.0 1.0 0.8
## 83 0.2 0.6 0.8 0.0 0.0 0.0 0.6 0.4
## 84 0.4 0.0 0.8 0.0 0.0 0.0 0.6 0.6
## 85 0.4 0.0 0.2 0.2 0.0 0.0 0.8 0.4
## 86 0.2 0.4 0.4 0.0 0.0 0.0 1.0 0.6
## 87 0.2 0.6 0.8 0.2 0.2 0.2 0.4 0.6
## 88 0.2 0.4 0.8 0.0 0.0 0.0 0.8 1.0
## 89 0.0 0.6 0.6 0.0 0.0 0.0 1.0 0.6
## 90 0.0 0.8 1.0 0.0 0.0 0.0 0.8 0.8
## 91 0.8 1.0 1.0 0.0 0.2 0.6 1.0 0.8
## 92 0.4 0.2 0.8 0.2 0.2 0.2 0.8 0.6
## 93 0.8 0.6 0.8 0.2 0.2 0.2 0.4 0.2
## 94 0.6 0.8 0.6 0.0 0.0 0.0 1.0 0.6
## 95 0.4 0.4 0.4 0.0 0.0 0.0 1.0 0.6
## 96 0.6 0.8 1.0 0.0 0.0 0.0 1.0 1.0
## 97 0.0 0.4 0.4 0.0 0.0 0.0 1.0 1.0
## 98 0.2 0.2 0.2 0.0 0.0 0.0 0.8 1.0
## 99 0.6 0.4 0.6 0.2 0.0 0.0 0.6 0.6
## 100 0.0 0.0 0.2 0.0 0.0 0.0 1.0 1.0
## 101 0.6 0.6 1.0 1.0 0.4 0.4 0.0 0.6
## 102 0.0 0.0 0.6 0.2 0.0 0.0 0.8 0.6
## 103 0.6 1.0 0.6 0.2 0.0 0.0 0.8 1.0
## 104 0.6 0.2 0.8 0.0 0.0 0.0 1.0 0.6
## 105 0.4 0.4 0.6 0.2 0.2 0.2 0.8 0.6
## 106 0.6 0.6 0.8 0.0 0.0 0.0 0.8 1.0
## 107 0.0 0.2 0.8 0.0 0.0 0.0 0.8 0.8
## 108 0.2 0.0 0.4 0.0 0.0 0.0 1.0 1.0
## 109 0.2 0.4 0.6 0.0 0.0 0.0 0.6 0.8
## 110 0.0 0.4 0.0 0.0 0.0 0.0 1.0 0.8
## 111 0.2 0.0 1.0 0.0 0.0 0.0 1.0 0.6
## 112 0.0 0.2 0.8 0.0 0.0 0.0 0.8 0.4
## 113 0.2 0.0 0.6 0.0 0.0 0.0 1.0 1.0
## 114 0.0 0.6 0.8 0.0 0.0 0.0 0.8 0.8
## 115 0.4 0.6 0.4 0.0 0.0 0.0 1.0 0.8
## 116 0.0 0.4 0.6 0.2 0.0 0.2 0.8 0.6
## 117 0.0 0.2 0.2 0.0 0.0 0.0 1.0 0.8
## 118 0.4 0.6 0.0 0.0 0.0 0.0 1.0 0.6
## 119 0.2 0.6 0.6 0.0 0.0 0.0 0.8 0.8
## 120 0.2 0.6 0.8 0.0 0.0 0.0 0.8 0.6
## 121 0.2 0.6 1.0 0.0 0.2 0.0 1.0 0.8
## 122 0.2 0.4 1.0 0.0 0.0 0.0 0.8 0.8
## 123 1.0 0.4 1.0 0.2 0.2 0.0 0.6 0.8
## 124 0.2 0.8 0.8 0.0 0.2 0.0 0.6 0.8
## 125 0.2 0.6 0.8 0.0 0.0 0.0 0.8 1.0
## 126 0.4 0.6 0.8 0.0 0.2 0.4 0.4 0.6
## 127 0.2 1.0 0.8 0.0 0.2 0.2 1.0 0.6
## 128 0.2 0.2 0.2 0.0 0.0 0.0 0.2 0.6
## 129 0.4 0.6 1.0 0.0 0.2 0.0 1.0 0.4
## 130 0.0 0.6 1.0 0.0 0.0 0.0 1.0 0.8
## 131 1.0 1.0 0.8 0.8 0.4 0.0 -0.2 0.6
## 132 0.0 0.0 0.0 0.0 0.0 0.0 0.8 0.6
## 133 0.8 0.6 0.6 0.2 0.8 0.6 0.4 0.2
## 134 0.6 0.4 1.0 0.4 0.4 0.8 0.6 0.4
## 135 0.0 0.4 0.2 0.0 0.0 0.0 1.0 0.8
## 136 0.6 0.4 0.8 0.2 0.0 0.2 0.6 0.4
## 137 0.8 0.4 0.8 0.6 0.2 0.0 0.2 0.4
## 138 0.2 0.4 1.0 0.0 0.2 0.0 0.8 0.6
## 139 0.2 0.4 0.0 0.0 0.0 0.2 0.6 0.4
## 140 0.2 0.6 0.4 0.0 0.0 0.0 1.0 0.8
## 141 0.0 0.2 0.6 0.0 0.0 0.0 1.0 0.8
## 142 0.2 0.2 0.6 0.4 0.2 0.2 0.6 0.2
## 143 0.4 0.2 0.4 0.0 0.0 0.0 1.0 0.6
## 144 0.6 0.4 0.6 0.2 0.0 0.0 0.6 0.6
## 145 0.2 0.2 0.8 0.2 0.0 0.2 0.6 0.2
## 146 1.0 0.6 0.6 0.0 0.4 0.2 1.0 0.2
## 147 0.2 0.0 0.4 0.0 0.0 0.0 1.0 0.8
## 148 0.6 0.6 0.8 0.4 0.6 0.8 0.6 0.4
## 149 1.0 0.4 0.8 0.2 0.0 0.0 0.6 0.4
## 150 0.0 0.2 1.0 0.0 0.0 0.0 0.8 0.6
## 151 0.2 0.4 0.8 0.0 0.0 0.0 1.0 0.8
## 152 0.4 0.2 0.8 0.0 0.2 0.2 0.2 0.4
## 153 0.8 0.8 0.8 0.0 0.0 0.2 1.0 0.8
## 154 0.2 0.4 0.2 0.0 0.2 0.0 0.6 0.0
## 155 0.4 0.4 0.4 0.0 0.2 0.0 0.6 0.0
## 156 0.6 0.0 0.2 0.2 0.0 0.2 0.6 0.8
## 157 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.8
## 158 0.0 0.0 0.6 0.0 0.0 0.0 1.0 1.0
## 159 0.0 0.0 0.4 0.0 0.0 0.0 0.8 0.4
## 160 0.0 0.2 0.0 0.0 0.0 0.0 1.0 1.0
## 161 0.8 0.6 0.4 0.0 0.2 0.0 0.4 0.6
## 162 0.2 0.2 0.6 0.2 0.0 0.0 0.8 0.8
## 163 0.4 0.8 0.6 0.2 0.2 0.2 0.8 0.8
## 164 0.2 0.6 0.8 0.0 0.2 0.0 1.0 0.8
## 165 0.4 0.2 0.6 0.0 0.2 0.2 1.0 0.4
## 166 0.4 0.0 0.8 0.0 0.0 0.0 1.0 0.8
## 167 0.6 0.6 1.0 0.0 0.0 0.0 1.0 1.0
## 168 0.2 0.4 0.6 0.0 0.2 0.4 1.0 0.8
## 169 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.8
## 170 0.8 0.8 0.8 0.4 0.2 0.6 0.2 0.4
## 171 0.2 0.0 0.4 0.0 0.0 0.0 0.6 0.8
## 172 0.0 0.4 0.6 0.4 0.4 0.2 0.6 0.2
## 173 0.4 0.8 0.6 0.0 0.0 0.0 1.0 0.8
## 174 0.0 0.0 0.2 0.0 0.0 0.0 1.0 0.8
## 175 0.6 0.2 0.6 0.0 0.0 0.0 1.0 0.8
## 176 0.0 0.6 0.8 0.0 0.0 0.0 1.0 0.8
## 177 0.2 0.8 0.8 0.2 0.4 0.4 0.8 0.0
## 178 0.2 0.0 0.2 0.0 0.0 0.0 1.0 1.0
## 179 0.4 1.0 0.4 0.2 0.0 0.0 0.2 0.2
## 180 0.4 0.4 0.6 0.0 0.0 0.0 0.8 1.0
## 181 0.6 0.0 1.0 0.0 0.0 0.0 0.8 0.4
## 182 0.4 0.6 0.6 0.0 0.0 0.2 1.0 1.0
## 183 0.2 1.0 0.8 0.4 0.2 0.2 0.6 0.4
## 184 0.2 0.4 0.2 0.0 0.0 0.0 1.0 1.0
## 185 1.0 0.6 1.0 0.4 0.4 0.2 0.6 0.4
## 186 0.0 0.0 0.2 0.0 0.0 0.0 1.0 1.0
## 187 0.0 0.0 0.4 0.0 0.0 0.0 0.2 0.4
## 188 0.2 0.2 0.8 0.0 0.0 0.0 0.8 0.2
## 189 0.2 0.2 0.6 0.0 0.0 0.0 0.6 0.8
## 190 0.8 0.6 1.0 0.2 0.0 0.2 0.4 0.0
## 191 1.0 0.8 1.0 0.0 0.4 0.2 0.6 0.2
## 192 0.2 0.4 0.8 0.6 0.4 0.2 0.4 0.4
## 193 0.0 0.2 0.2 0.0 0.0 0.2 1.0 0.8
## 194 0.0 0.6 0.8 0.4 0.0 0.2 0.0 0.2
## 195 0.2 0.8 0.6 0.0 0.0 0.0 1.0 0.8
## 196 0.0 0.6 0.8 0.0 0.0 0.0 1.0 0.8
## 197 0.2 0.0 0.2 0.0 0.0 0.0 0.8 0.4
## 198 1.0 0.8 0.8 0.2 0.0 0.0 0.4 1.0
## 199 0.0 0.6 0.4 0.2 0.0 0.0 0.6 0.8
## 200 0.6 0.6 0.2 0.2 0.0 0.6 0.6 1.0
## 201 0.0 0.2 0.4 0.0 0.0 0.0 0.8 0.6
## 202 0.2 0.6 0.8 0.0 0.0 0.0 1.0 1.0
## 203 0.0 0.8 0.2 0.0 0.0 0.2 0.4 0.4
## 204 0.0 0.2 0.2 0.0 0.0 0.0 0.6 0.6
## 205 0.4 0.6 0.6 0.0 0.2 0.0 0.8 0.0
## 206 0.4 1.0 0.6 0.0 0.0 0.0 0.8 0.8
## 207 0.2 0.6 0.6 0.0 0.0 0.0 1.0 0.8
## 208 0.6 0.8 1.0 0.0 0.0 0.0 1.0 0.8
## 209 0.6 0.2 1.0 0.0 0.2 0.2 0.8 0.4
## 210 0.2 0.6 0.2 0.4 0.2 0.8 0.0 0.6
## 211 0.2 0.6 0.8 0.2 0.2 0.2 0.4 0.6
## 212 0.6 0.2 0.8 0.6 0.6 0.4 0.4 0.2
## 213 0.2 0.4 0.4 0.0 0.0 0.0 1.0 0.8
## 214 0.0 0.6 0.8 0.0 0.0 0.0 0.8 1.0
## 215 0.2 0.4 0.6 0.0 0.0 0.0 1.0 1.0
## 216 0.0 0.2 0.8 0.0 0.0 0.0 1.0 0.6
## 217 0.4 0.6 0.4 0.0 0.0 0.0 1.0 0.4
## 218 0.4 0.4 0.6 0.0 0.0 0.0 1.0 0.8
## 219 0.4 0.6 0.4 0.0 0.0 0.0 1.0 0.4
## 220 0.2 0.0 0.0 0.0 0.0 0.0 0.4 0.0
## 221 0.0 0.4 0.4 0.0 0.0 0.0 1.0 0.6
## 222 0.6 0.8 0.6 0.4 0.2 0.0 0.6 0.6
## 223 0.4 0.6 0.8 0.0 0.0 0.0 1.0 0.6
## 224 0.2 0.2 0.0 0.0 0.0 0.0 0.8 0.4
## 225 0.0 0.6 0.8 0.0 0.0 0.0 0.8 1.0
## 226 0.6 0.4 0.6 0.0 0.0 0.2 0.8 0.8
## 227 0.0 0.0 0.2 0.0 0.0 0.0 1.0 0.6
## 228 0.0 0.2 1.0 0.0 0.0 0.0 0.8 0.6
## 229 0.2 0.6 0.6 0.0 0.0 0.0 0.8 0.8
## 230 0.8 0.2 0.6 0.0 0.0 0.0 1.0 0.6
## 231 1.0 0.6 1.0 0.0 0.0 0.0 1.0 0.4
## 232 0.4 0.4 0.2 0.0 0.0 0.0 0.8 0.8
## 233 0.4 0.6 0.6 0.0 0.0 0.0 0.6 0.8
## 234 1.0 0.8 0.6 0.4 0.0 0.4 0.6 0.8
## 235 0.0 0.2 0.2 0.0 0.2 0.0 0.8 0.4
## 236 0.6 0.8 1.0 0.0 0.0 0.0 1.0 1.0
## 237 0.2 0.4 0.8 0.0 0.0 0.0 1.0 0.6
## 238 0.2 0.0 0.4 0.0 0.0 0.0 0.4 0.2
## 239 0.2 0.4 0.4 0.0 0.0 0.0 0.8 0.8
## 240 0.6 0.8 0.4 0.0 0.0 0.0 1.0 0.8
## 241 0.4 0.8 0.6 0.0 0.0 0.2 1.0 0.8
## 242 0.4 0.8 1.0 0.2 0.2 0.6 0.6 0.8
## 243 0.8 0.6 1.0 0.2 0.0 0.0 0.6 0.8
## 244 0.4 0.6 0.6 0.0 0.0 0.0 1.0 0.6
## 245 0.4 0.4 0.2 0.2 0.0 0.2 0.4 0.4
## 246 0.4 0.8 0.8 0.0 0.0 0.0 1.0 0.6
## 247 0.2 0.6 0.4 0.0 0.0 0.0 1.0 1.0
## 248 0.0 0.2 0.8 0.0 0.0 0.0 0.8 1.0
## 249 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0
## 250 0.4 0.6 0.4 0.2 0.0 0.0 0.6 0.8
## RECOG_QUAD ASSOC_PAIR ASSOC_TRIP ASSOC_QUAD
## 1 0.4 0.2 0.0 0.2
## 2 1.0 0.4 1.0 0.4
## 3 0.8 0.6 0.4 0.2
## 4 0.8 0.8 0.8 0.2
## 5 0.6 0.6 -0.2 -0.2
## 6 0.6 0.4 0.4 0.2
## 7 0.6 0.6 0.4 0.4
## 8 1.0 1.0 0.8 0.0
## 9 0.8 1.0 0.8 0.2
## 10 1.0 0.6 0.2 0.6
## 11 0.6 0.4 0.2 0.0
## 12 0.4 0.6 0.4 0.4
## 13 0.8 1.0 0.8 0.6
## 14 0.4 0.8 0.2 0.2
## 15 0.6 0.8 0.0 0.4
## 16 1.0 1.0 0.6 0.8
## 17 0.6 0.2 0.4 0.8
## 18 0.8 1.0 1.0 0.4
## 19 0.2 0.8 0.0 0.2
## 20 1.0 0.8 0.4 0.6
## 21 0.0 0.4 -0.2 -0.4
## 22 1.0 1.0 0.8 0.6
## 23 0.6 0.4 0.6 0.6
## 24 0.8 0.8 0.6 0.6
## 25 0.8 0.8 0.4 0.0
## 26 0.6 0.8 0.6 -0.4
## 27 0.8 0.0 0.0 0.6
## 28 1.0 1.0 1.0 1.0
## 29 0.8 1.0 0.6 0.4
## 30 1.0 0.6 0.4 0.4
## 31 0.4 0.8 0.8 -0.4
## 32 0.8 0.4 0.2 0.2
## 33 0.6 0.2 0.4 0.4
## 34 0.6 0.8 -0.2 0.0
## 35 0.8 0.2 0.2 0.2
## 36 0.8 0.0 0.2 0.4
## 37 0.4 0.6 0.0 -0.2
## 38 1.0 0.8 -0.2 0.2
## 39 0.8 0.8 0.0 0.4
## 40 0.6 0.4 -0.2 -0.4
## 41 1.0 1.0 1.0 1.0
## 42 0.8 1.0 1.0 0.6
## 43 0.6 0.2 0.2 0.0
## 44 1.0 0.8 0.4 0.2
## 45 0.4 0.6 0.8 -0.4
## 46 1.0 0.4 0.6 0.2
## 47 0.0 0.6 -0.2 -0.2
## 48 0.2 0.8 0.2 0.0
## 49 1.0 0.4 0.2 0.2
## 50 1.0 1.0 0.6 0.8
## 51 0.4 0.8 0.8 0.0
## 52 0.6 0.6 0.2 0.4
## 53 0.8 0.8 0.4 0.0
## 54 1.0 0.6 0.6 0.2
## 55 0.8 1.0 0.4 0.6
## 56 0.4 0.6 0.0 -0.4
## 57 0.8 0.8 0.2 0.0
## 58 0.8 0.8 0.8 0.4
## 59 1.0 0.8 0.2 0.8
## 60 1.0 1.0 0.8 1.0
## 61 0.8 0.6 0.4 0.4
## 62 0.4 1.0 0.4 0.2
## 63 1.0 0.8 1.0 0.4
## 64 0.6 0.4 0.0 0.0
## 65 1.0 0.6 0.6 0.4
## 66 0.6 0.6 0.6 0.0
## 67 0.4 1.0 0.2 -0.6
## 68 0.6 0.8 0.6 -0.2
## 69 0.6 0.8 0.4 0.2
## 70 0.4 0.4 0.6 0.2
## 71 1.0 0.8 0.6 0.8
## 72 0.6 1.0 0.2 -0.2
## 73 0.8 0.4 0.4 0.2
## 74 1.0 0.8 0.0 0.6
## 75 1.0 0.4 0.2 0.0
## 76 0.8 0.4 0.6 0.0
## 77 0.4 0.4 0.4 -0.4
## 78 0.6 1.0 0.8 0.6
## 79 1.0 0.0 0.0 0.0
## 80 0.8 0.4 0.2 0.0
## 81 1.0 0.8 0.8 0.4
## 82 1.0 0.8 0.4 0.6
## 83 0.4 0.4 -0.2 -0.4
## 84 0.8 0.2 0.6 0.0
## 85 0.0 0.6 0.4 -0.2
## 86 0.2 0.8 0.2 -0.2
## 87 0.8 0.4 0.2 0.2
## 88 1.0 0.6 0.6 0.2
## 89 0.8 1.0 0.0 0.2
## 90 1.0 0.8 0.0 0.0
## 91 0.4 0.2 0.0 0.0
## 92 0.6 0.6 0.6 0.0
## 93 0.4 -0.2 -0.2 -0.2
## 94 0.8 0.4 -0.2 0.2
## 95 0.8 0.6 0.2 0.4
## 96 1.0 0.4 0.2 0.0
## 97 0.6 1.0 0.6 0.2
## 98 1.0 0.6 0.8 0.8
## 99 0.2 0.2 0.2 -0.4
## 100 1.0 1.0 1.0 0.8
## 101 0.6 0.4 0.4 0.0
## 102 0.6 1.0 0.6 0.0
## 103 0.8 0.4 0.0 0.2
## 104 1.0 0.4 0.4 0.2
## 105 0.8 0.6 0.4 0.4
## 106 0.8 0.2 0.4 0.0
## 107 0.0 0.8 0.6 -0.8
## 108 1.0 0.8 1.0 0.6
## 109 1.0 0.4 0.4 0.4
## 110 0.8 1.0 0.4 0.8
## 111 0.8 0.8 0.6 -0.2
## 112 0.8 0.8 0.2 0.0
## 113 1.0 0.8 1.0 0.4
## 114 0.8 0.8 0.2 0.0
## 115 0.8 0.6 0.2 0.4
## 116 0.4 1.0 0.2 0.0
## 117 0.4 1.0 0.6 0.2
## 118 0.6 0.6 0.0 0.6
## 119 1.0 0.6 0.2 0.4
## 120 1.0 0.6 0.0 0.2
## 121 1.0 0.8 0.4 0.0
## 122 0.8 0.6 0.4 -0.2
## 123 0.8 -0.2 0.6 -0.2
## 124 0.8 0.4 0.2 0.0
## 125 1.0 0.6 0.4 0.2
## 126 0.6 0.0 0.2 0.2
## 127 0.2 0.8 -0.2 -0.4
## 128 0.6 0.0 0.4 0.4
## 129 1.0 0.6 0.0 0.0
## 130 0.6 1.0 0.2 -0.4
## 131 1.0 -0.4 0.0 0.2
## 132 0.4 0.8 0.6 0.4
## 133 0.0 -0.2 0.4 0.0
## 134 -0.4 0.4 0.4 -0.6
## 135 1.0 1.0 0.4 0.8
## 136 0.6 0.2 0.0 0.0
## 137 0.6 0.0 0.2 -0.2
## 138 1.0 0.6 0.4 0.0
## 139 0.4 0.4 0.0 0.6
## 140 1.0 0.8 0.2 0.6
## 141 1.0 1.0 0.6 0.4
## 142 0.6 0.8 0.2 0.2
## 143 0.4 0.6 0.4 0.0
## 144 0.8 0.2 0.2 0.2
## 145 0.6 0.6 0.0 0.0
## 146 0.2 0.0 0.0 -0.2
## 147 1.0 0.8 0.8 0.6
## 148 -0.4 0.4 0.4 -0.4
## 149 0.6 -0.2 0.0 -0.2
## 150 0.8 0.8 0.4 -0.2
## 151 0.8 0.8 0.4 0.0
## 152 0.8 -0.2 0.4 0.2
## 153 0.6 0.2 0.0 0.0
## 154 0.8 0.4 -0.2 0.6
## 155 0.6 0.2 -0.2 0.2
## 156 0.4 0.2 0.8 0.4
## 157 0.4 1.0 0.8 0.4
## 158 1.0 1.0 1.0 0.4
## 159 0.8 0.8 0.4 0.4
## 160 0.6 1.0 0.8 0.6
## 161 0.6 -0.4 0.2 0.2
## 162 0.8 0.8 0.6 0.2
## 163 0.8 0.6 0.2 0.4
## 164 1.0 0.8 0.4 0.2
## 165 0.6 0.6 0.4 0.2
## 166 0.8 0.6 0.8 0.0
## 167 0.4 0.4 0.4 -0.6
## 168 0.4 0.8 0.6 0.2
## 169 0.6 1.0 0.8 0.6
## 170 -0.2 -0.2 -0.2 -0.4
## 171 1.0 0.4 0.8 0.6
## 172 0.4 1.0 0.2 0.0
## 173 1.0 0.6 0.0 0.4
## 174 0.8 1.0 0.8 0.6
## 175 1.0 0.4 0.6 0.4
## 176 1.0 1.0 0.2 0.2
## 177 0.0 0.8 -0.4 -0.4
## 178 1.0 0.8 1.0 0.8
## 179 0.8 0.0 -0.8 0.4
## 180 0.8 0.4 0.6 0.2
## 181 0.8 0.2 0.4 -0.2
## 182 0.6 0.6 0.4 0.2
## 183 0.6 0.8 -0.4 0.0
## 184 1.0 0.8 0.6 0.8
## 185 0.2 0.0 0.2 -0.6
## 186 1.0 1.0 1.0 0.8
## 187 0.2 0.2 0.4 -0.2
## 188 0.4 0.6 0.0 -0.4
## 189 0.6 0.4 0.6 0.0
## 190 0.4 -0.2 -0.6 -0.4
## 191 0.2 -0.4 -0.2 -0.6
## 192 0.8 0.8 0.4 0.2
## 193 0.4 1.0 0.6 0.4
## 194 0.6 0.4 -0.4 0.0
## 195 1.0 0.8 0.0 0.4
## 196 0.8 1.0 0.2 0.0
## 197 0.6 0.6 0.4 0.4
## 198 0.6 -0.4 0.2 -0.2
## 199 0.8 0.8 0.2 0.4
## 200 -0.2 0.2 0.4 0.2
## 201 0.6 0.8 0.4 0.2
## 202 0.8 0.8 0.4 0.0
## 203 0.6 0.4 -0.4 0.6
## 204 0.8 0.6 0.4 0.6
## 205 0.6 0.4 -0.4 0.0
## 206 0.6 0.4 -0.2 0.0
## 207 1.0 0.8 0.2 0.4
## 208 1.0 0.4 0.0 0.0
## 209 0.4 0.2 0.4 -0.4
## 210 -0.2 0.2 0.2 0.4
## 211 0.8 0.4 0.2 0.2
## 212 0.4 0.4 0.6 0.0
## 213 1.0 0.8 0.4 0.6
## 214 1.0 0.8 0.4 0.2
## 215 0.6 0.8 0.6 0.0
## 216 0.6 1.0 0.4 -0.2
## 217 0.2 0.6 -0.2 -0.2
## 218 0.4 0.6 0.4 -0.2
## 219 0.6 0.6 -0.2 0.2
## 220 0.4 0.2 0.0 0.4
## 221 1.0 1.0 0.2 0.6
## 222 0.8 0.4 0.0 0.2
## 223 0.6 0.6 0.0 -0.2
## 224 0.2 0.6 0.2 0.2
## 225 1.0 0.8 0.4 0.2
## 226 0.8 0.2 0.4 0.4
## 227 0.4 1.0 0.6 0.2
## 228 0.4 0.8 0.4 -0.6
## 229 1.0 0.6 0.2 0.4
## 230 0.6 0.2 0.4 0.0
## 231 1.0 0.0 -0.2 0.0
## 232 0.6 0.4 0.4 0.4
## 233 1.0 0.2 0.2 0.4
## 234 0.6 0.0 0.0 0.4
## 235 0.4 0.8 0.4 0.2
## 236 0.8 0.4 0.2 -0.2
## 237 0.6 0.8 0.2 -0.2
## 238 0.2 0.2 0.2 -0.2
## 239 0.8 0.6 0.4 0.4
## 240 1.0 0.4 0.0 0.6
## 241 0.6 0.6 0.0 0.2
## 242 0.4 0.4 0.2 0.0
## 243 0.6 0.0 0.2 -0.4
## 244 0.6 0.6 0.0 0.0
## 245 0.4 0.2 0.0 0.4
## 246 1.0 0.6 -0.2 0.2
## 247 0.4 0.8 0.4 0.0
## 248 1.0 0.8 0.8 0.2
## 249 1.0 1.0 1.0 1.0
## 250 1.0 0.4 0.2 0.6#and renaming it
quadmax4 <- read.csv("master_Quadmax10_n250_V4.csv")
read.csv("master_QuadMax10_n250_V5.csv") ## WEIGHT.WITH.CONCERNS WEIGHT.WITHOUT.CONCERNS GENDER SEX
## 1 110.9213 125.0409 F 0
## 2 111.8317 132.6274 F 0
## 3 153.6778 133.5414 F 0
## 4 139.0127 144.7043 F 0
## 5 141.5792 149.7535 F 0
## 6 131.3633 138.8153 F 0
## 7 123.0913 135.9470 F 0
## 8 146.2294 158.3422 F 0
## 9 139.1248 137.2770 F 0
## 10 138.8541 134.4189 F 0
## 11 126.8347 116.1013 F 0
## 12 102.5160 114.5699 F 0
## 13 107.2810 161.6779 F 0
## 14 121.5753 129.5560 F 0
## 15 120.3826 149.8954 F 0
## 16 146.6368 162.2445 F 0
## 17 103.6168 120.4201 F 0
## 18 138.8077 142.0674 F 0
## 19 142.0104 103.9440 F 0
## 20 138.4285 110.3703 F 0
## 21 149.2741 141.7182 F 0
## 22 156.8386 125.5159 F 0
## 23 132.6163 144.0885 F 0
## 24 158.1672 162.5506 F 0
## 25 144.7659 116.7618 F 0
## 26 139.5313 123.5979 F 0
## 27 160.1351 153.7426 F 0
## 28 110.0258 171.5917 F 0
## 29 132.2832 165.3264 F 0
## 30 176.5509 121.5464 F 0
## 31 129.5452 143.3636 F 0
## 32 139.6404 167.7347 F 0
## 33 150.4337 116.6058 F 0
## 34 138.3334 112.4251 F 0
## 35 134.8999 145.7850 F 0
## 36 137.9403 154.9122 F 0
## 37 109.0970 138.3932 F 0
## 38 114.0876 147.7400 F 0
## 39 145.9739 130.9269 F 0
## 40 115.3815 117.6541 F 0
## 41 127.7433 167.7912 F 0
## 42 153.6462 136.2982 F 0
## 43 133.5155 108.8958 F 0
## 44 133.4514 163.5804 F 0
## 45 133.1101 131.2387 F 0
## 46 137.1534 117.9311 F 0
## 47 153.8531 100.5277 F 0
## 48 117.3071 142.9921 F 0
## 49 111.5728 153.2862 F 0
## 50 138.2302 114.9366 F 0
## 51 115.5025 156.7894 F 0
## 52 126.0015 125.6937 F 0
## 53 156.3625 102.4004 F 0
## 54 128.6147 108.5927 F 0
## 55 129.2727 125.8217 F 0
## 56 110.3638 141.3431 F 0
## 57 117.6670 114.5044 F 0
## 58 139.3152 181.6209 F 0
## 59 119.8243 157.2587 F 0
## 60 109.2584 116.4682 F 0
## 61 140.3371 182.3085 F 0
## 62 135.8220 123.8314 F 0
## 63 138.3817 207.5756 M 1
## 64 134.6991 194.0095 M 1
## 65 153.4653 187.8671 M 1
## 66 162.2990 161.2240 M 1
## 67 137.1123 228.7073 M 1
## 68 128.8507 184.6190 M 1
## 69 151.0068 199.3592 M 1
## 70 172.6542 164.6345 M 1
## 71 176.4568 193.4300 M 1
## 72 186.9939 217.5614 M 1
## 73 218.4236 145.1761 M 1
## 74 171.0768 183.4385 M 1
## 75 188.0650 152.8205 M 1
## 76 178.1848 173.6343 M 1
## 77 151.9967 170.2962 M 1
## 78 147.6603 152.7911 M 1
## 79 178.3484 206.4261 M 1
## 80 180.0357 181.1671 M 1
## 81 200.3368 185.0019 M 1
## 82 166.7386 148.6050 M 1
## 83 194.7789 201.2243 M 1
## 84 164.7715 178.3002 M 1
## 85 209.5204 218.4376 M 1
## 86 197.3454 186.3208 M 1
## 87 199.1938 203.1358 M 1
## 88 188.4597 170.3101 M 1
## 89 173.4302 196.5410 M 1
## 90 173.3868 187.2914 M 1
## 91 165.1677 222.3976 M 1
## 92 161.6708 204.1038 M 1
## 93 164.4705 192.1962 M 1
## 94 170.7924 179.4091 M 1
## 95 192.4972 192.7656 M 1
## 96 166.3713 169.7403 M 1
## 97 183.6196 192.8164 M 1
## 98 178.2824 185.7292 M 1
## 99 190.5879 179.6809 M 1
## 100 188.5941 162.4951 M 1
## 101 183.3838 221.4459 M 1
## 102 191.8229 188.8899 M 1
## 103 163.9399 214.2615 M 1
## 104 198.4622 182.3828 M 1
## 105 175.9474 187.3951 M 1
## 106 209.9375 188.6259 M 1
## 107 182.7948 200.7797 M 1
## 108 206.1634 201.8627 M 1
## 109 171.3212 171.8770 M 1
## 110 255.6908 178.8168 M 1
## 111 186.3587 202.1372 M 1
## 112 220.8457 193.0816 M 1
## 113 157.2881 180.7565 M 1
## 114 206.5152 193.9838 M 1
## 115 180.0045 211.7305 M 1
## 116 203.6276 201.0998 M 1
## 117 212.2040 207.0867 M 1
## 118 167.9107 184.7233 M 1
## 119 185.8426 173.4886 M 1
## 120 172.8472 187.3951 F 0
## 121 182.3697 NA F 0
## 122 188.3114 NA F 0
## 123 168.6779 NA F 0
## 124 178.0573 NA F 0
## 125 174.0582 NA F 0
## 126 192.0664 NA F 0
## 127 191.1772 NA F 0
## 128 189.5960 NA F 0
## 129 210.2235 NA F 0
## 130 159.3769 NA F 0
## 131 189.8749 NA F 0
## 132 NA NA F 0
## 133 NA NA F 0
## 134 NA NA F 0
## 135 NA NA F 0
## 136 NA NA F 0
## 137 NA NA F 0
## 138 NA NA F 0
## 139 NA NA F 0
## 140 NA NA F 0
## 141 NA NA F 0
## 142 NA NA F 0
## 143 NA NA F 0
## 144 NA NA F 0
## 145 NA NA F 0
## 146 NA NA F 0
## 147 NA NA F 0
## 148 NA NA F 0
## 149 NA NA F 0
## 150 NA NA F 0
## 151 NA NA F 0
## 152 NA NA F 0
## 153 NA NA F 0
## 154 NA NA F 0
## 155 NA NA F 0
## 156 NA NA F 0
## 157 NA NA F 0
## 158 NA NA F 0
## 159 NA NA F 0
## 160 NA NA F 0
## 161 NA NA F 0
## 162 NA NA F 0
## 163 NA NA F 0
## 164 NA NA F 0
## 165 NA NA F 0
## 166 NA NA F 0
## 167 NA NA F 0
## 168 NA NA F 0
## 169 NA NA F 0
## 170 NA NA F 0
## 171 NA NA F 0
## 172 NA NA F 0
## 173 NA NA F 0
## 174 NA NA F 0
## 175 NA NA F 0
## 176 NA NA F 0
## 177 NA NA F 0
## 178 NA NA F 0
## 179 NA NA F 0
## 180 NA NA F 0
## 181 NA NA F 0
## 182 NA NA F 0
## 183 NA NA F 0
## 184 NA NA F 0
## 185 NA NA F 0
## 186 NA NA F 0
## 187 NA NA F 0
## 188 NA NA F 0
## 189 NA NA M 1
## 190 NA NA M 1
## 191 NA NA M 1
## 192 NA NA M 1
## 193 NA NA M 1
## 194 NA NA M 1
## 195 NA NA M 1
## 196 NA NA M 1
## 197 NA NA M 1
## 198 NA NA M 1
## 199 NA NA M 1
## 200 NA NA M 1
## 201 NA NA M 1
## 202 NA NA M 1
## 203 NA NA M 1
## 204 NA NA M 1
## 205 NA NA M 1
## 206 NA NA M 1
## 207 NA NA M 1
## 208 NA NA M 1
## 209 NA NA M 1
## 210 NA NA M 1
## 211 NA NA M 1
## 212 NA NA M 1
## 213 NA NA M 1
## 214 NA NA M 1
## 215 NA NA M 1
## 216 NA NA M 1
## 217 NA NA M 1
## 218 NA NA M 1
## 219 NA NA M 1
## 220 NA NA M 1
## 221 NA NA M 1
## 222 NA NA M 1
## 223 NA NA M 1
## 224 NA NA M 1
## 225 NA NA M 1
## 226 NA NA M 1
## 227 NA NA M 1
## 228 NA NA M 1
## 229 NA NA M 1
## 230 NA NA M 1
## 231 NA NA M 1
## 232 NA NA M 1
## 233 NA NA M 1
## 234 NA NA M 1
## 235 NA NA M 1
## 236 NA NA M 1
## 237 NA NA M 1
## 238 NA NA M 1
## 239 NA NA M 1
## 240 NA NA M 1
## 241 NA NA M 1
## 242 NA NA M 1
## 243 NA NA M 1
## 244 NA NA M 1
## 245 NA NA M 1
## 246 NA NA M 1
## 247 NA NA M 1
## 248 NA NA M 1
## 249 NA NA M 1
## 250 NA NA M 1
## Do.you.have.concerns.about.your.memory. LOE HITS_PAIR HITS_TRIP HITS_QUAD
## 1 N 15 0.6 0.6 0.6
## 2 N 16 1.0 0.8 1.0
## 3 N 12 1.0 0.8 0.8
## 4 N 16 0.8 0.8 1.0
## 5 N 18 1.0 0.8 0.8
## 6 N 12 1.0 0.2 0.6
## 7 N 12 1.0 0.4 0.6
## 8 N 16 1.0 1.0 0.8
## 9 N 16 1.0 0.6 1.0
## 10 N 14 1.0 0.8 1.0
## 11 N 18 0.8 1.0 0.8
## 12 N 16 0.8 0.8 0.8
## 13 N 16 1.0 0.8 0.8
## 14 N 13 0.6 0.4 0.8
## 15 N 14 1.0 0.4 0.6
## 16 N 18 1.0 0.8 1.0
## 17 N 16 0.4 0.6 1.0
## 18 N 18 1.0 0.8 0.8
## 19 N 14 1.0 1.0 1.0
## 20 N 15 0.6 1.0 0.4
## 21 N 16 0.8 0.8 1.0
## 22 N 16 0.6 0.4 0.8
## 23 N 17 1.0 0.6 1.0
## 24 N 16 1.0 0.6 0.6
## 25 N 16 1.0 1.0 1.0
## 26 N 16 1.0 1.0 1.0
## 27 N 18 1.0 0.8 0.8
## 28 N 12 0.8 0.8 0.8
## 29 N 16 1.0 1.0 1.0
## 30 N 16 1.0 1.0 1.0
## 31 N 16 0.8 1.0 1.0
## 32 N 18 1.0 1.0 1.0
## 33 N 14 0.8 1.0 1.0
## 34 N 16 1.0 0.8 0.6
## 35 N 12 1.0 1.0 1.0
## 36 N 16 1.0 0.8 1.0
## 37 N 18 0.6 0.4 0.4
## 38 N 16 1.0 0.6 0.2
## 39 N 12 0.8 1.0 1.0
## 40 N 16 1.0 1.0 1.0
## 41 N 12 0.6 0.4 0.6
## 42 N 14 1.0 0.6 0.8
## 43 N 12 1.0 1.0 0.6
## 44 N 15 1.0 1.0 1.0
## 45 N 12 1.0 1.0 0.8
## 46 N 16 1.0 0.6 1.0
## 47 N 16 0.8 0.8 0.0
## 48 N 14 1.0 1.0 1.0
## 49 N 15 1.0 0.6 0.8
## 50 N 16 1.0 1.0 1.0
## 51 N 14 1.0 0.8 0.8
## 52 N 18 1.0 0.6 0.6
## 53 N 14 1.0 0.8 0.4
## 54 N 18 0.8 0.8 1.0
## 55 N 12 1.0 1.0 1.0
## 56 N 12 0.8 0.8 0.8
## 57 N 12 0.6 1.0 0.8
## 58 N 12 0.8 1.0 1.0
## 59 N 16 0.4 0.8 1.0
## 60 N 13 0.2 0.6 0.6
## 61 N 18 1.0 0.8 0.6
## 62 N 12 0.6 1.0 1.0
## 63 N 14 0.6 1.0 0.6
## 64 N 12 1.0 0.8 0.4
## 65 N 14 1.0 0.8 1.0
## 66 N 14 0.8 0.4 0.8
## 67 N 16 0.8 0.6 0.6
## 68 N 14 1.0 0.8 1.0
## 69 N 13 1.0 0.4 0.8
## 70 N 12 1.0 0.6 0.4
## 71 N 17 0.8 0.6 0.8
## 72 N 14 1.0 0.6 0.4
## 73 N 18 0.8 0.6 0.8
## 74 N 16 0.2 0.6 1.0
## 75 N 16 0.6 0.2 0.8
## 76 N 18 0.6 0.2 0.6
## 77 N 14 1.0 1.0 1.0
## 78 N 14 0.4 0.8 0.6
## 79 N 18 1.0 0.8 0.8
## 80 N 16 1.0 1.0 1.0
## 81 N 16 1.0 0.6 0.8
## 82 N 16 1.0 1.0 0.8
## 83 N 16 1.0 0.8 0.6
## 84 N 16 1.0 0.6 0.6
## 85 N 14 1.0 0.8 0.8
## 86 N 16 1.0 0.8 1.0
## 87 N 12 1.0 1.0 1.0
## 88 N 18 1.0 1.0 0.8
## 89 N 16 1.0 0.8 0.4
## 90 N 18 0.2 0.4 0.2
## 91 N 16 0.6 0.8 0.6
## 92 N 16 0.6 0.6 0.4
## 93 N 12 1.0 0.8 1.0
## 94 N 16 1.0 0.8 0.6
## 95 N 12 0.4 0.2 0.8
## 96 N 16 1.0 0.8 1.0
## 97 N 12 1.0 0.8 0.8
## 98 N 16 0.8 0.4 0.6
## 99 N 16 0.8 0.8 0.8
## 100 N 16 0.8 1.0 0.4
## 101 N 16 1.0 1.0 0.8
## 102 N 21 0.4 0.4 0.8
## 103 N 18 0.8 0.2 0.6
## 104 N 13 0.8 0.8 0.6
## 105 N 18 0.8 0.6 0.6
## 106 N 16 0.6 0.8 1.0
## 107 N 12 1.0 0.8 0.8
## 108 N 15 0.8 1.0 1.0
## 109 N 14 1.0 0.4 0.2
## 110 N 14 0.4 0.0 0.4
## 111 N 16 1.0 0.6 0.6
## 112 N 17 0.8 0.4 0.2
## 113 N 18 0.8 0.8 1.0
## 114 N 13 0.8 0.8 1.0
## 115 N 12 1.0 0.4 1.0
## 116 N 21 0.8 0.8 0.6
## 117 N 16 0.8 0.6 0.4
## 118 N 12 0.4 0.2 0.2
## 119 N 18 0.8 1.0 1.0
## 120 Y 1 0.2 0.0 0.4
## 121 Y 13 0.6 1.0 1.0
## 122 Y 15 0.8 0.8 0.8
## 123 Y 14 0.8 0.8 0.8
## 124 Y 16 0.6 0.4 0.6
## 125 Y 16 0.6 0.8 0.6
## 126 Y 12 0.8 0.8 0.6
## 127 Y 14 0.8 0.4 0.4
## 128 Y 16 1.0 1.0 1.0
## 129 Y 16 0.4 0.4 0.8
## 130 Y 16 1.0 0.2 0.2
## 131 Y 12 0.8 0.6 0.2
## 132 Y 12 1.0 0.6 0.8
## 133 Y 16 1.0 0.6 0.6
## 134 Y 16 0.4 0.4 0.8
## 135 Y 12 1.0 1.0 1.0
## 136 Y 16 1.0 1.0 1.0
## 137 Y 21 1.0 1.0 0.4
## 138 Y 18 0.4 0.6 0.6
## 139 Y 16 1.0 0.6 1.0
## 140 Y 14 0.8 0.4 1.0
## 141 Y 13 0.8 0.6 0.6
## 142 Y 18 1.0 1.0 1.0
## 143 Y 16 1.0 1.0 0.8
## 144 Y 18 1.0 0.6 1.0
## 145 Y 14 1.0 0.4 0.2
## 146 Y 16 0.8 0.8 1.0
## 147 Y 15 1.0 1.0 0.6
## 148 Y 17 1.0 0.8 0.8
## 149 Y 18 1.0 1.0 0.4
## 150 Y 12 1.0 0.6 0.4
## 151 Y 16 1.0 1.0 1.0
## 152 Y 12 0.6 0.4 0.8
## 153 Y 18 0.8 1.0 0.8
## 154 Y 16 1.0 0.6 0.4
## 155 Y 12 0.8 0.6 0.6
## 156 Y 16 1.0 1.0 0.6
## 157 Y 14 0.6 0.8 0.4
## 158 Y 16 1.0 0.8 1.0
## 159 Y 16 1.0 0.6 0.8
## 160 Y 16 1.0 1.0 1.0
## 161 Y 18 1.0 0.4 1.0
## 162 Y 16 1.0 0.6 1.0
## 163 Y 17 1.0 0.8 0.4
## 164 Y 13 1.0 1.0 1.0
## 165 Y 18 1.0 1.0 1.0
## 166 Y 18 0.6 0.6 0.8
## 167 Y 16 1.0 0.4 0.0
## 168 Y 13 0.6 0.8 1.0
## 169 Y 12 1.0 0.6 0.8
## 170 Y 16 0.8 0.8 1.0
## 171 Y 12 1.0 0.8 0.8
## 172 Y 15 1.0 0.6 0.8
## 173 Y 15 1.0 1.0 1.0
## 174 Y 16 0.8 1.0 1.0
## 175 Y 16 0.8 0.6 0.2
## 176 Y 16 1.0 1.0 1.0
## 177 Y 16 1.0 0.6 0.6
## 178 Y 16 1.0 0.8 1.0
## 179 Y 14 0.8 1.0 0.8
## 180 Y 13 0.6 0.8 1.0
## 181 Y 16 1.0 0.8 0.8
## 182 Y 12 0.8 0.4 0.8
## 183 Y 17 0.8 0.8 0.8
## 184 Y 18 1.0 0.6 0.6
## 185 Y 13 0.8 0.6 1.0
## 186 Y 18 0.8 1.0 0.8
## 187 Y 12 1.0 0.8 0.4
## 188 Y 13 1.0 0.6 1.0
## 189 Y 12 0.8 0.6 0.4
## 190 Y 16 0.8 0.8 1.0
## 191 Y 13 0.6 0.4 0.6
## 192 Y 12 1.0 0.8 1.0
## 193 Y 14 0.8 0.2 0.8
## 194 Y 20 1.0 0.8 1.0
## 195 Y 16 1.0 1.0 0.4
## 196 Y 16 0.8 0.4 0.6
## 197 Y 12 1.0 0.8 0.8
## 198 Y 16 1.0 0.8 0.8
## 199 Y 16 0.8 0.8 0.6
## 200 Y 14 1.0 0.8 0.4
## 201 Y 16 0.8 0.4 0.8
## 202 Y 18 1.0 1.0 0.6
## 203 Y 16 1.0 1.0 1.0
## 204 Y 16 1.0 0.8 0.8
## 205 Y 18 1.0 1.0 0.4
## 206 Y 14 0.6 0.6 0.4
## 207 Y 16 0.6 0.8 1.0
## 208 Y 11 1.0 0.8 1.0
## 209 Y 12 1.0 0.8 1.0
## 210 Y 15 1.0 0.4 0.4
## 211 Y 12 0.4 0.2 0.8
## 212 Y 18 0.8 1.0 0.8
## 213 Y 12 0.8 0.4 0.8
## 214 Y 16 1.0 0.6 0.8
## 215 Y 16 1.0 1.0 1.0
## 216 Y 12 1.0 1.0 1.0
## 217 Y 16 0.8 0.2 0.4
## 218 Y 16 0.6 0.0 0.6
## 219 Y 12 0.6 1.0 0.6
## 220 Y 14 0.8 0.6 0.6
## 221 Y 21 0.6 0.6 0.8
## 222 Y 15 1.0 0.8 1.0
## 223 Y 18 1.0 0.8 1.0
## 224 Y 16 0.4 0.8 0.6
## 225 Y 16 1.0 0.8 1.0
## 226 Y 18 1.0 1.0 0.6
## 227 Y 18 1.0 0.6 0.6
## 228 Y 16 1.0 0.8 0.4
## 229 Y 13 1.0 0.4 0.6
## 230 Y 15 1.0 0.6 1.0
## 231 Y 16 1.0 0.8 0.8
## 232 Y 18 0.8 1.0 1.0
## 233 Y 18 1.0 0.6 0.4
## 234 Y 16 0.8 0.6 0.4
## 235 Y 18 1.0 0.6 0.6
## 236 Y 17 0.6 0.8 1.0
## 237 Y 12 1.0 0.8 1.0
## 238 Y 16 1.0 1.0 0.8
## 239 Y 12 1.0 0.6 0.6
## 240 Y 18 0.8 0.8 0.8
## 241 Y 16 1.0 0.8 1.0
## 242 Y 16 1.0 0.8 0.8
## 243 Y 16 0.8 0.8 0.6
## 244 Y 13 1.0 0.6 0.6
## 245 Y 18 0.6 0.4 0.6
## 246 Y 13 1.0 0.6 1.0
## 247 Y 14 1.0 1.0 0.4
## 248 Y 15 0.8 1.0 1.0
## 249 Y 12 1.0 1.0 1.0
## 250 Y 60s 0.8 0.8 1.0
## rFA_PAIR rFA_TRIP rFA_QUAD nFA_PAIR nFA_TRIP nFA_QUAD RECOG_PAIR RECOG_TRIP
## 1 0.0 0.2 0.2 0.2 0.2 0.0 0.4 0.4
## 2 0.0 0.0 1.0 0.0 0.0 0.0 1.0 0.8
## 3 0.0 0.0 0.6 0.0 0.0 0.0 1.0 0.8
## 4 0.2 0.6 0.4 0.2 0.0 0.0 0.6 0.8
## 5 0.0 0.0 0.2 0.0 0.0 0.0 1.0 0.8
## 6 0.2 0.0 0.4 0.2 0.0 0.2 0.8 0.2
## 7 0.2 0.4 0.2 0.0 0.0 0.0 1.0 0.4
## 8 0.0 0.0 0.4 0.0 0.0 0.0 1.0 1.0
## 9 0.2 0.2 0.4 0.2 0.0 0.0 0.8 0.6
## 10 0.0 0.0 0.4 0.0 0.0 0.0 1.0 0.8
## 11 0.4 0.4 0.2 0.0 0.0 0.2 0.8 1.0
## 12 0.0 0.2 0.2 0.0 0.0 0.0 0.8 0.8
## 13 0.0 0.2 0.4 0.0 0.0 0.0 1.0 0.8
## 14 0.2 0.2 0.6 0.0 0.4 0.0 0.6 0.0
## 15 0.2 0.6 0.6 0.0 0.0 0.0 1.0 0.4
## 16 0.8 0.6 0.8 0.2 0.2 0.2 0.8 0.6
## 17 0.4 0.4 0.6 0.2 0.4 0.2 0.2 0.2
## 18 0.4 0.8 1.0 0.0 0.0 0.4 1.0 0.8
## 19 0.8 0.8 1.0 0.4 0.2 0.4 0.6 0.8
## 20 0.0 0.2 0.8 0.0 0.0 0.0 0.6 1.0
## 21 0.4 0.2 0.8 0.0 0.2 0.0 0.8 0.6
## 22 0.0 0.6 1.0 0.0 0.0 0.8 0.6 0.4
## 23 0.0 0.0 0.2 0.0 0.0 0.0 1.0 0.6
## 24 0.4 0.4 0.2 0.0 0.0 0.0 1.0 0.6
## 25 0.2 0.6 1.0 0.0 0.4 0.2 1.0 0.6
## 26 0.4 0.4 0.8 0.0 0.0 0.0 1.0 1.0
## 27 0.2 0.6 0.8 0.0 0.0 0.0 1.0 0.8
## 28 0.0 0.0 0.4 0.2 0.0 0.0 0.6 0.8
## 29 0.2 0.8 0.2 0.0 0.0 0.0 1.0 1.0
## 30 0.0 0.2 0.0 0.0 0.0 0.0 1.0 1.0
## 31 0.2 0.6 0.6 0.0 0.0 0.2 0.8 1.0
## 32 0.4 0.4 0.6 0.0 0.0 0.0 1.0 1.0
## 33 0.4 0.8 1.0 0.0 0.0 0.0 0.8 1.0
## 34 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.8
## 35 0.6 0.8 1.0 0.2 0.0 0.2 0.8 1.0
## 36 0.2 0.4 0.4 0.0 0.0 0.0 1.0 0.8
## 37 0.2 0.6 0.8 0.0 0.0 0.0 0.6 0.4
## 38 0.2 0.4 0.4 0.0 0.0 0.0 1.0 0.6
## 39 0.2 0.4 0.8 0.0 0.0 0.0 0.8 1.0
## 40 0.8 1.0 1.0 0.0 0.2 0.6 1.0 0.8
## 41 0.8 0.6 0.8 0.2 0.2 0.2 0.4 0.2
## 42 0.6 0.8 0.6 0.0 0.0 0.0 1.0 0.6
## 43 0.0 0.4 0.4 0.0 0.0 0.0 1.0 1.0
## 44 0.0 0.0 0.2 0.0 0.0 0.0 1.0 1.0
## 45 0.6 1.0 0.6 0.2 0.0 0.0 0.8 1.0
## 46 0.6 0.2 0.8 0.0 0.0 0.0 1.0 0.6
## 47 0.0 0.2 0.8 0.0 0.0 0.0 0.8 0.8
## 48 0.2 0.0 0.4 0.0 0.0 0.0 1.0 1.0
## 49 0.2 0.0 1.0 0.0 0.0 0.0 1.0 0.6
## 50 0.2 0.0 0.6 0.0 0.0 0.0 1.0 1.0
## 51 0.4 0.6 0.4 0.0 0.0 0.0 1.0 0.8
## 52 0.0 0.4 0.6 0.2 0.0 0.2 0.8 0.6
## 53 0.0 0.2 0.2 0.0 0.0 0.0 1.0 0.8
## 54 0.2 0.6 0.6 0.0 0.0 0.0 0.8 0.8
## 55 0.2 0.6 1.0 0.0 0.2 0.0 1.0 0.8
## 56 0.2 0.4 1.0 0.0 0.0 0.0 0.8 0.8
## 57 0.2 0.8 0.8 0.0 0.2 0.0 0.6 0.8
## 58 0.2 0.6 0.8 0.0 0.0 0.0 0.8 1.0
## 59 0.4 0.6 0.8 0.0 0.2 0.4 0.4 0.6
## 60 0.2 0.2 0.2 0.0 0.0 0.0 0.2 0.6
## 61 0.0 0.6 1.0 0.0 0.0 0.0 1.0 0.8
## 62 1.0 1.0 0.8 0.8 0.4 0.0 -0.2 0.6
## 63 0.8 0.6 0.6 0.2 0.8 0.6 0.4 0.2
## 64 0.6 0.4 1.0 0.4 0.4 0.8 0.6 0.4
## 65 0.0 0.4 0.2 0.0 0.0 0.0 1.0 0.8
## 66 0.6 0.4 0.8 0.2 0.0 0.2 0.6 0.4
## 67 0.8 0.4 0.8 0.6 0.2 0.0 0.2 0.4
## 68 0.0 0.2 0.6 0.0 0.0 0.0 1.0 0.8
## 69 0.2 0.2 0.6 0.4 0.2 0.2 0.6 0.2
## 70 0.4 0.2 0.4 0.0 0.0 0.0 1.0 0.6
## 71 0.6 0.4 0.6 0.2 0.0 0.0 0.6 0.6
## 72 1.0 0.6 0.6 0.0 0.4 0.2 1.0 0.2
## 73 0.0 0.2 1.0 0.0 0.0 0.0 0.8 0.6
## 74 0.4 0.2 0.8 0.0 0.2 0.2 0.2 0.4
## 75 0.2 0.4 0.2 0.0 0.2 0.0 0.6 0.0
## 76 0.4 0.4 0.4 0.0 0.2 0.0 0.6 0.0
## 77 0.0 0.0 0.6 0.0 0.0 0.0 1.0 1.0
## 78 0.8 0.6 0.4 0.0 0.2 0.0 0.4 0.6
## 79 0.2 0.2 0.6 0.2 0.0 0.0 0.8 0.8
## 80 0.2 0.6 0.8 0.0 0.2 0.0 1.0 0.8
## 81 0.4 0.2 0.6 0.0 0.2 0.2 1.0 0.4
## 82 0.2 0.4 0.6 0.0 0.2 0.4 1.0 0.8
## 83 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.8
## 84 0.0 0.4 0.6 0.4 0.4 0.2 0.6 0.2
## 85 0.0 0.0 0.2 0.0 0.0 0.0 1.0 0.8
## 86 0.0 0.6 0.8 0.0 0.0 0.0 1.0 0.8
## 87 0.2 0.0 0.2 0.0 0.0 0.0 1.0 1.0
## 88 0.4 0.6 0.6 0.0 0.0 0.2 1.0 1.0
## 89 1.0 0.6 1.0 0.4 0.4 0.2 0.6 0.4
## 90 0.0 0.0 0.4 0.0 0.0 0.0 0.2 0.4
## 91 0.2 0.2 0.6 0.0 0.0 0.0 0.6 0.8
## 92 1.0 0.8 1.0 0.0 0.4 0.2 0.6 0.2
## 93 0.2 0.4 0.8 0.6 0.4 0.2 0.4 0.4
## 94 0.0 0.2 0.2 0.0 0.0 0.2 1.0 0.8
## 95 0.0 0.6 0.8 0.4 0.0 0.2 0.0 0.2
## 96 0.2 0.8 0.6 0.0 0.0 0.0 1.0 0.8
## 97 0.0 0.6 0.8 0.0 0.0 0.0 1.0 0.8
## 98 0.2 0.0 0.2 0.0 0.0 0.0 0.8 0.4
## 99 0.0 0.6 0.4 0.2 0.0 0.0 0.6 0.8
## 100 0.6 0.6 0.2 0.2 0.0 0.6 0.6 1.0
## 101 0.2 0.6 0.8 0.0 0.0 0.0 1.0 1.0
## 102 0.0 0.8 0.2 0.0 0.0 0.2 0.4 0.4
## 103 0.4 0.6 0.6 0.0 0.2 0.0 0.8 0.0
## 104 0.4 1.0 0.6 0.0 0.0 0.0 0.8 0.8
## 105 0.6 0.2 1.0 0.0 0.2 0.2 0.8 0.4
## 106 0.2 0.6 0.8 0.2 0.2 0.2 0.4 0.6
## 107 0.6 0.2 0.8 0.6 0.6 0.4 0.4 0.2
## 108 0.0 0.6 0.8 0.0 0.0 0.0 0.8 1.0
## 109 0.4 0.6 0.4 0.0 0.0 0.0 1.0 0.4
## 110 0.2 0.0 0.0 0.0 0.0 0.0 0.4 0.0
## 111 0.4 0.6 0.8 0.0 0.0 0.0 1.0 0.6
## 112 0.2 0.2 0.0 0.0 0.0 0.0 0.8 0.4
## 113 0.6 0.4 0.6 0.0 0.0 0.2 0.8 0.8
## 114 0.2 0.6 0.6 0.0 0.0 0.0 0.8 0.8
## 115 1.0 0.6 1.0 0.0 0.0 0.0 1.0 0.4
## 116 0.4 0.4 0.2 0.0 0.0 0.0 0.8 0.8
## 117 0.0 0.2 0.2 0.0 0.2 0.0 0.8 0.4
## 118 0.2 0.0 0.4 0.0 0.0 0.0 0.4 0.2
## 119 0.4 0.8 1.0 0.2 0.2 0.6 0.6 0.8
## 120 0.0 0.0 0.2 0.0 0.0 0.0 0.2 0.0
## 121 0.2 0.0 0.6 0.2 0.0 0.0 0.4 1.0
## 122 0.2 0.4 0.6 0.0 0.2 0.0 0.8 0.6
## 123 0.0 0.0 0.6 0.0 0.0 0.0 0.8 0.8
## 124 0.0 0.6 0.8 0.2 0.0 0.0 0.4 0.4
## 125 0.2 0.4 0.4 0.0 0.2 0.0 0.6 0.6
## 126 0.4 0.6 0.6 0.2 0.0 0.0 0.6 0.8
## 127 0.2 0.0 0.0 0.0 0.0 0.0 0.8 0.4
## 128 0.0 0.4 0.2 0.0 0.0 0.0 1.0 1.0
## 129 0.2 0.0 0.0 0.2 0.6 0.2 0.2 -0.2
## 130 0.2 0.2 0.0 0.0 0.0 0.0 1.0 0.2
## 131 0.4 0.8 0.6 0.2 0.2 0.2 0.6 0.4
## 132 0.2 0.2 0.8 0.0 0.0 0.0 1.0 0.6
## 133 0.2 0.0 1.0 0.0 0.0 0.0 1.0 0.6
## 134 0.4 0.4 0.2 0.0 0.0 0.0 0.4 0.4
## 135 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0
## 136 0.4 0.6 0.6 0.0 0.0 0.0 1.0 1.0
## 137 0.2 0.2 0.8 0.0 0.2 0.0 1.0 0.8
## 138 0.2 0.2 0.2 0.0 0.0 0.0 0.4 0.6
## 139 0.2 0.8 0.8 0.0 0.0 0.0 1.0 0.6
## 140 0.0 0.4 0.6 0.0 0.0 0.2 0.8 0.4
## 141 0.4 0.8 1.0 0.0 0.0 0.0 0.8 0.6
## 142 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0
## 143 0.0 0.0 0.2 0.0 0.0 0.0 1.0 1.0
## 144 0.2 0.2 0.8 0.0 0.0 0.0 1.0 0.6
## 145 0.2 0.2 0.2 0.0 0.2 0.0 1.0 0.2
## 146 0.4 0.6 0.8 0.0 0.0 0.0 0.8 0.8
## 147 0.2 0.2 0.6 0.0 0.0 0.2 1.0 1.0
## 148 0.0 0.4 0.2 0.0 0.0 0.0 1.0 0.8
## 149 0.4 1.0 0.8 0.0 0.2 0.0 1.0 0.8
## 150 0.0 0.2 0.2 0.0 0.0 0.0 1.0 0.6
## 151 0.2 0.0 0.6 0.0 0.0 0.0 1.0 1.0
## 152 0.2 0.4 0.8 0.2 0.0 0.2 0.4 0.4
## 153 0.2 0.4 0.8 0.0 0.2 0.2 0.8 0.8
## 154 0.0 0.4 1.0 0.0 0.2 0.0 1.0 0.4
## 155 0.0 0.0 0.8 0.0 0.0 0.0 0.8 0.6
## 156 0.2 0.6 0.4 0.0 0.0 0.0 1.0 1.0
## 157 0.2 0.2 0.2 0.0 0.0 0.0 0.6 0.8
## 158 0.2 0.2 0.2 0.0 0.0 0.0 1.0 0.8
## 159 0.0 0.4 1.0 0.0 0.0 0.2 1.0 0.6
## 160 0.6 0.6 0.8 0.0 0.0 0.2 1.0 1.0
## 161 0.2 0.4 0.4 0.0 0.0 0.0 1.0 0.4
## 162 0.6 0.0 1.0 0.0 0.0 0.2 1.0 0.6
## 163 0.6 0.4 0.8 0.0 0.0 0.0 1.0 0.8
## 164 1.0 1.0 1.0 0.2 0.0 0.0 0.8 1.0
## 165 0.2 0.2 0.6 0.2 0.0 0.0 0.8 1.0
## 166 0.4 0.0 0.8 0.0 0.0 0.0 0.6 0.6
## 167 0.4 0.0 0.2 0.2 0.0 0.0 0.8 0.4
## 168 0.2 0.6 0.8 0.2 0.2 0.2 0.4 0.6
## 169 0.0 0.6 0.6 0.0 0.0 0.0 1.0 0.6
## 170 0.0 0.8 1.0 0.0 0.0 0.0 0.8 0.8
## 171 0.4 0.2 0.8 0.2 0.2 0.2 0.8 0.6
## 172 0.4 0.4 0.4 0.0 0.0 0.0 1.0 0.6
## 173 0.6 0.8 1.0 0.0 0.0 0.0 1.0 1.0
## 174 0.2 0.2 0.2 0.0 0.0 0.0 0.8 1.0
## 175 0.6 0.4 0.6 0.2 0.0 0.0 0.6 0.6
## 176 0.6 0.6 1.0 1.0 0.4 0.4 0.0 0.6
## 177 0.0 0.0 0.6 0.2 0.0 0.0 0.8 0.6
## 178 0.4 0.4 0.6 0.2 0.2 0.2 0.8 0.6
## 179 0.6 0.6 0.8 0.0 0.0 0.0 0.8 1.0
## 180 0.2 0.4 0.6 0.0 0.0 0.0 0.6 0.8
## 181 0.0 0.4 0.0 0.0 0.0 0.0 1.0 0.8
## 182 0.0 0.2 0.8 0.0 0.0 0.0 0.8 0.4
## 183 0.0 0.6 0.8 0.0 0.0 0.0 0.8 0.8
## 184 0.4 0.6 0.0 0.0 0.0 0.0 1.0 0.6
## 185 0.2 0.6 0.8 0.0 0.0 0.0 0.8 0.6
## 186 1.0 0.4 1.0 0.2 0.2 0.0 0.6 0.8
## 187 0.2 1.0 0.8 0.0 0.2 0.2 1.0 0.6
## 188 0.4 0.6 1.0 0.0 0.2 0.0 1.0 0.4
## 189 0.0 0.0 0.0 0.0 0.0 0.0 0.8 0.6
## 190 0.2 0.4 1.0 0.0 0.2 0.0 0.8 0.6
## 191 0.2 0.4 0.0 0.0 0.0 0.2 0.6 0.4
## 192 0.2 0.6 0.4 0.0 0.0 0.0 1.0 0.8
## 193 0.2 0.2 0.8 0.2 0.0 0.2 0.6 0.2
## 194 0.2 0.0 0.4 0.0 0.0 0.0 1.0 0.8
## 195 0.6 0.6 0.8 0.4 0.6 0.8 0.6 0.4
## 196 1.0 0.4 0.8 0.2 0.0 0.0 0.6 0.4
## 197 0.2 0.4 0.8 0.0 0.0 0.0 1.0 0.8
## 198 0.8 0.8 0.8 0.0 0.0 0.2 1.0 0.8
## 199 0.6 0.0 0.2 0.2 0.0 0.2 0.6 0.8
## 200 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.8
## 201 0.0 0.0 0.4 0.0 0.0 0.0 0.8 0.4
## 202 0.0 0.2 0.0 0.0 0.0 0.0 1.0 1.0
## 203 0.4 0.8 0.6 0.2 0.2 0.2 0.8 0.8
## 204 0.4 0.0 0.8 0.0 0.0 0.0 1.0 0.8
## 205 0.6 0.6 1.0 0.0 0.0 0.0 1.0 1.0
## 206 0.8 0.8 0.8 0.4 0.2 0.6 0.2 0.4
## 207 0.2 0.0 0.4 0.0 0.0 0.0 0.6 0.8
## 208 0.4 0.8 0.6 0.0 0.0 0.0 1.0 0.8
## 209 0.6 0.2 0.6 0.0 0.0 0.0 1.0 0.8
## 210 0.2 0.8 0.8 0.2 0.4 0.4 0.8 0.0
## 211 0.4 1.0 0.4 0.2 0.0 0.0 0.2 0.2
## 212 0.4 0.4 0.6 0.0 0.0 0.0 0.8 1.0
## 213 0.6 0.0 1.0 0.0 0.0 0.0 0.8 0.4
## 214 0.2 1.0 0.8 0.4 0.2 0.2 0.6 0.4
## 215 0.2 0.4 0.2 0.0 0.0 0.0 1.0 1.0
## 216 0.0 0.0 0.2 0.0 0.0 0.0 1.0 1.0
## 217 0.2 0.2 0.8 0.0 0.0 0.0 0.8 0.2
## 218 0.8 0.6 1.0 0.2 0.0 0.2 0.4 0.0
## 219 1.0 0.8 0.8 0.2 0.0 0.0 0.4 1.0
## 220 0.0 0.2 0.4 0.0 0.0 0.0 0.8 0.6
## 221 0.0 0.2 0.2 0.0 0.0 0.0 0.6 0.6
## 222 0.2 0.6 0.6 0.0 0.0 0.0 1.0 0.8
## 223 0.6 0.8 1.0 0.0 0.0 0.0 1.0 0.8
## 224 0.2 0.6 0.2 0.4 0.2 0.8 0.0 0.6
## 225 0.2 0.4 0.4 0.0 0.0 0.0 1.0 0.8
## 226 0.2 0.4 0.6 0.0 0.0 0.0 1.0 1.0
## 227 0.0 0.2 0.8 0.0 0.0 0.0 1.0 0.6
## 228 0.4 0.4 0.6 0.0 0.0 0.0 1.0 0.8
## 229 0.4 0.6 0.4 0.0 0.0 0.0 1.0 0.4
## 230 0.0 0.4 0.4 0.0 0.0 0.0 1.0 0.6
## 231 0.6 0.8 0.6 0.4 0.2 0.0 0.6 0.6
## 232 0.0 0.6 0.8 0.0 0.0 0.0 0.8 1.0
## 233 0.0 0.0 0.2 0.0 0.0 0.0 1.0 0.6
## 234 0.0 0.2 1.0 0.0 0.0 0.0 0.8 0.6
## 235 0.8 0.2 0.6 0.0 0.0 0.0 1.0 0.6
## 236 0.4 0.6 0.6 0.0 0.0 0.0 0.6 0.8
## 237 1.0 0.8 0.6 0.4 0.0 0.4 0.6 0.8
## 238 0.6 0.8 1.0 0.0 0.0 0.0 1.0 1.0
## 239 0.2 0.4 0.8 0.0 0.0 0.0 1.0 0.6
## 240 0.2 0.4 0.4 0.0 0.0 0.0 0.8 0.8
## 241 0.6 0.8 0.4 0.0 0.0 0.0 1.0 0.8
## 242 0.4 0.8 0.6 0.0 0.0 0.2 1.0 0.8
## 243 0.8 0.6 1.0 0.2 0.0 0.0 0.6 0.8
## 244 0.4 0.6 0.6 0.0 0.0 0.0 1.0 0.6
## 245 0.4 0.4 0.2 0.2 0.0 0.2 0.4 0.4
## 246 0.4 0.8 0.8 0.0 0.0 0.0 1.0 0.6
## 247 0.2 0.6 0.4 0.0 0.0 0.0 1.0 1.0
## 248 0.0 0.2 0.8 0.0 0.0 0.0 0.8 1.0
## 249 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0
## 250 0.4 0.6 0.4 0.2 0.0 0.0 0.6 0.8
## RECOG_QUAD ASSOC_PAIR ASSOC_TRIP ASSOC_QUAD
## 1 0.6 0.6 0.4 0.4
## 2 1.0 1.0 0.8 0.0
## 3 0.8 1.0 0.8 0.2
## 4 1.0 0.6 0.2 0.6
## 5 0.8 1.0 0.8 0.6
## 6 0.4 0.8 0.2 0.2
## 7 0.6 0.8 0.0 0.4
## 8 0.8 1.0 1.0 0.4
## 9 1.0 0.8 0.4 0.6
## 10 1.0 1.0 0.8 0.6
## 11 0.6 0.4 0.6 0.6
## 12 0.8 0.8 0.6 0.6
## 13 0.8 1.0 0.6 0.4
## 14 0.8 0.4 0.2 0.2
## 15 0.6 0.8 -0.2 0.0
## 16 0.8 0.2 0.2 0.2
## 17 0.8 0.0 0.2 0.4
## 18 0.4 0.6 0.0 -0.2
## 19 0.6 0.2 0.2 0.0
## 20 0.4 0.6 0.8 -0.4
## 21 1.0 0.4 0.6 0.2
## 22 0.0 0.6 -0.2 -0.2
## 23 1.0 1.0 0.6 0.8
## 24 0.6 0.6 0.2 0.4
## 25 0.8 0.8 0.4 0.0
## 26 1.0 0.6 0.6 0.2
## 27 0.8 0.8 0.2 0.0
## 28 0.8 0.8 0.8 0.4
## 29 1.0 0.8 0.2 0.8
## 30 1.0 1.0 0.8 1.0
## 31 0.8 0.6 0.4 0.4
## 32 1.0 0.6 0.6 0.4
## 33 1.0 0.4 0.2 0.0
## 34 0.6 1.0 0.8 0.6
## 35 0.8 0.4 0.2 0.0
## 36 1.0 0.8 0.4 0.6
## 37 0.4 0.4 -0.2 -0.4
## 38 0.2 0.8 0.2 -0.2
## 39 1.0 0.6 0.6 0.2
## 40 0.4 0.2 0.0 0.0
## 41 0.4 -0.2 -0.2 -0.2
## 42 0.8 0.4 -0.2 0.2
## 43 0.6 1.0 0.6 0.2
## 44 1.0 1.0 1.0 0.8
## 45 0.8 0.4 0.0 0.2
## 46 1.0 0.4 0.4 0.2
## 47 0.0 0.8 0.6 -0.8
## 48 1.0 0.8 1.0 0.6
## 49 0.8 0.8 0.6 -0.2
## 50 1.0 0.8 1.0 0.4
## 51 0.8 0.6 0.2 0.4
## 52 0.4 1.0 0.2 0.0
## 53 0.4 1.0 0.6 0.2
## 54 1.0 0.6 0.2 0.4
## 55 1.0 0.8 0.4 0.0
## 56 0.8 0.6 0.4 -0.2
## 57 0.8 0.4 0.2 0.0
## 58 1.0 0.6 0.4 0.2
## 59 0.6 0.0 0.2 0.2
## 60 0.6 0.0 0.4 0.4
## 61 0.6 1.0 0.2 -0.4
## 62 1.0 -0.4 0.0 0.2
## 63 0.0 -0.2 0.4 0.0
## 64 -0.4 0.4 0.4 -0.6
## 65 1.0 1.0 0.4 0.8
## 66 0.6 0.2 0.0 0.0
## 67 0.6 0.0 0.2 -0.2
## 68 1.0 1.0 0.6 0.4
## 69 0.6 0.8 0.2 0.2
## 70 0.4 0.6 0.4 0.0
## 71 0.8 0.2 0.2 0.2
## 72 0.2 0.0 0.0 -0.2
## 73 0.8 0.8 0.4 -0.2
## 74 0.8 -0.2 0.4 0.2
## 75 0.8 0.4 -0.2 0.6
## 76 0.6 0.2 -0.2 0.2
## 77 1.0 1.0 1.0 0.4
## 78 0.6 -0.4 0.2 0.2
## 79 0.8 0.8 0.6 0.2
## 80 1.0 0.8 0.4 0.2
## 81 0.6 0.6 0.4 0.2
## 82 0.4 0.8 0.6 0.2
## 83 0.6 1.0 0.8 0.6
## 84 0.4 1.0 0.2 0.0
## 85 0.8 1.0 0.8 0.6
## 86 1.0 1.0 0.2 0.2
## 87 1.0 0.8 1.0 0.8
## 88 0.6 0.6 0.4 0.2
## 89 0.2 0.0 0.2 -0.6
## 90 0.2 0.2 0.4 -0.2
## 91 0.6 0.4 0.6 0.0
## 92 0.2 -0.4 -0.2 -0.6
## 93 0.8 0.8 0.4 0.2
## 94 0.4 1.0 0.6 0.4
## 95 0.6 0.4 -0.4 0.0
## 96 1.0 0.8 0.0 0.4
## 97 0.8 1.0 0.2 0.0
## 98 0.6 0.6 0.4 0.4
## 99 0.8 0.8 0.2 0.4
## 100 -0.2 0.2 0.4 0.2
## 101 0.8 0.8 0.4 0.0
## 102 0.6 0.4 -0.4 0.6
## 103 0.6 0.4 -0.4 0.0
## 104 0.6 0.4 -0.2 0.0
## 105 0.4 0.2 0.4 -0.4
## 106 0.8 0.4 0.2 0.2
## 107 0.4 0.4 0.6 0.0
## 108 1.0 0.8 0.4 0.2
## 109 0.2 0.6 -0.2 -0.2
## 110 0.4 0.2 0.0 0.4
## 111 0.6 0.6 0.0 -0.2
## 112 0.2 0.6 0.2 0.2
## 113 0.8 0.2 0.4 0.4
## 114 1.0 0.6 0.2 0.4
## 115 1.0 0.0 -0.2 0.0
## 116 0.6 0.4 0.4 0.4
## 117 0.4 0.8 0.4 0.2
## 118 0.2 0.2 0.2 -0.2
## 119 0.4 0.4 0.2 0.0
## 120 0.4 0.2 0.0 0.2
## 121 1.0 0.4 1.0 0.4
## 122 0.8 0.6 0.4 0.2
## 123 0.8 0.8 0.8 0.2
## 124 0.6 0.6 -0.2 -0.2
## 125 0.6 0.4 0.4 0.2
## 126 0.6 0.4 0.2 0.0
## 127 0.4 0.6 0.4 0.4
## 128 1.0 1.0 0.6 0.8
## 129 0.6 0.2 0.4 0.8
## 130 0.2 0.8 0.0 0.2
## 131 0.0 0.4 -0.2 -0.4
## 132 0.8 0.8 0.4 0.0
## 133 0.6 0.8 0.6 -0.4
## 134 0.8 0.0 0.0 0.6
## 135 1.0 1.0 1.0 1.0
## 136 1.0 0.6 0.4 0.4
## 137 0.4 0.8 0.8 -0.4
## 138 0.6 0.2 0.4 0.4
## 139 1.0 0.8 -0.2 0.2
## 140 0.8 0.8 0.0 0.4
## 141 0.6 0.4 -0.2 -0.4
## 142 1.0 1.0 1.0 1.0
## 143 0.8 1.0 1.0 0.6
## 144 1.0 0.8 0.4 0.2
## 145 0.2 0.8 0.2 0.0
## 146 1.0 0.4 0.2 0.2
## 147 0.4 0.8 0.8 0.0
## 148 0.8 1.0 0.4 0.6
## 149 0.4 0.6 0.0 -0.4
## 150 0.4 1.0 0.4 0.2
## 151 1.0 0.8 1.0 0.4
## 152 0.6 0.4 0.0 0.0
## 153 0.6 0.6 0.6 0.0
## 154 0.4 1.0 0.2 -0.6
## 155 0.6 0.8 0.6 -0.2
## 156 0.6 0.8 0.4 0.2
## 157 0.4 0.4 0.6 0.2
## 158 1.0 0.8 0.6 0.8
## 159 0.6 1.0 0.2 -0.2
## 160 0.8 0.4 0.4 0.2
## 161 1.0 0.8 0.0 0.6
## 162 0.8 0.4 0.6 0.0
## 163 0.4 0.4 0.4 -0.4
## 164 1.0 0.0 0.0 0.0
## 165 1.0 0.8 0.8 0.4
## 166 0.8 0.2 0.6 0.0
## 167 0.0 0.6 0.4 -0.2
## 168 0.8 0.4 0.2 0.2
## 169 0.8 1.0 0.0 0.2
## 170 1.0 0.8 0.0 0.0
## 171 0.6 0.6 0.6 0.0
## 172 0.8 0.6 0.2 0.4
## 173 1.0 0.4 0.2 0.0
## 174 1.0 0.6 0.8 0.8
## 175 0.2 0.2 0.2 -0.4
## 176 0.6 0.4 0.4 0.0
## 177 0.6 1.0 0.6 0.0
## 178 0.8 0.6 0.4 0.4
## 179 0.8 0.2 0.4 0.0
## 180 1.0 0.4 0.4 0.4
## 181 0.8 1.0 0.4 0.8
## 182 0.8 0.8 0.2 0.0
## 183 0.8 0.8 0.2 0.0
## 184 0.6 0.6 0.0 0.6
## 185 1.0 0.6 0.0 0.2
## 186 0.8 -0.2 0.6 -0.2
## 187 0.2 0.8 -0.2 -0.4
## 188 1.0 0.6 0.0 0.0
## 189 0.4 0.8 0.6 0.4
## 190 1.0 0.6 0.4 0.0
## 191 0.4 0.4 0.0 0.6
## 192 1.0 0.8 0.2 0.6
## 193 0.6 0.6 0.0 0.0
## 194 1.0 0.8 0.8 0.6
## 195 -0.4 0.4 0.4 -0.4
## 196 0.6 -0.2 0.0 -0.2
## 197 0.8 0.8 0.4 0.0
## 198 0.6 0.2 0.0 0.0
## 199 0.4 0.2 0.8 0.4
## 200 0.4 1.0 0.8 0.4
## 201 0.8 0.8 0.4 0.4
## 202 0.6 1.0 0.8 0.6
## 203 0.8 0.6 0.2 0.4
## 204 0.8 0.6 0.8 0.0
## 205 0.4 0.4 0.4 -0.6
## 206 -0.2 -0.2 -0.2 -0.4
## 207 1.0 0.4 0.8 0.6
## 208 1.0 0.6 0.0 0.4
## 209 1.0 0.4 0.6 0.4
## 210 0.0 0.8 -0.4 -0.4
## 211 0.8 0.0 -0.8 0.4
## 212 0.8 0.4 0.6 0.2
## 213 0.8 0.2 0.4 -0.2
## 214 0.6 0.8 -0.4 0.0
## 215 1.0 0.8 0.6 0.8
## 216 1.0 1.0 1.0 0.8
## 217 0.4 0.6 0.0 -0.4
## 218 0.4 -0.2 -0.6 -0.4
## 219 0.6 -0.4 0.2 -0.2
## 220 0.6 0.8 0.4 0.2
## 221 0.8 0.6 0.4 0.6
## 222 1.0 0.8 0.2 0.4
## 223 1.0 0.4 0.0 0.0
## 224 -0.2 0.2 0.2 0.4
## 225 1.0 0.8 0.4 0.6
## 226 0.6 0.8 0.6 0.0
## 227 0.6 1.0 0.4 -0.2
## 228 0.4 0.6 0.4 -0.2
## 229 0.6 0.6 -0.2 0.2
## 230 1.0 1.0 0.2 0.6
## 231 0.8 0.4 0.0 0.2
## 232 1.0 0.8 0.4 0.2
## 233 0.4 1.0 0.6 0.2
## 234 0.4 0.8 0.4 -0.6
## 235 0.6 0.2 0.4 0.0
## 236 1.0 0.2 0.2 0.4
## 237 0.6 0.0 0.0 0.4
## 238 0.8 0.4 0.2 -0.2
## 239 0.6 0.8 0.2 -0.2
## 240 0.8 0.6 0.4 0.4
## 241 1.0 0.4 0.0 0.6
## 242 0.6 0.6 0.0 0.2
## 243 0.6 0.0 0.2 -0.4
## 244 0.6 0.6 0.0 0.0
## 245 0.4 0.2 0.0 0.4
## 246 1.0 0.6 -0.2 0.2
## 247 0.4 0.8 0.4 0.0
## 248 1.0 0.8 0.8 0.2
## 249 1.0 1.0 1.0 1.0
## 250 1.0 0.4 0.2 0.6quadmax5 <- read.csv("master_Quadmax10_n250_V5.csv") #check variance
var.test(quadmax5$WEIGHT.WITH.CONCERNS,quadmax5$WEIGHT.WITHOUT.CONCERNS) ##
## F test to compare two variances
##
## data: quadmax5$WEIGHT.WITH.CONCERNS and quadmax5$WEIGHT.WITHOUT.CONCERNS
## F = 0.89372, num df = 130, denom df = 119, p-value = 0.53
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.6268579 1.2706361
## sample estimates:
## ratio of variances
## 0.8937194#running independent t-test to assess if people with memory concerns weigh #more than people without memory concerns
independentt<-t.test(quadmax5$WEIGHT.WITH.CONCERNS,quadmax5$WEIGHT.WITHOUT.CONCERNS ,var.equal=T)
report(independentt)## Warning: Missing values detected. NAs dropped.## Effect sizes were labelled following Cohen's (1988) recommendations.
##
## The Two Sample t-test testing the difference between
## quadmax5$WEIGHT.WITH.CONCERNS and quadmax5$WEIGHT.WITHOUT.CONCERNS (mean of x =
## 157.78, mean of y = 161.75) suggests that the effect is negative, statistically
## not significant, and very small (difference = -3.97, 95% CI [-11.83, 3.89],
## t(249) = -1.00, p = 0.321; Cohen's d = -0.13, 95% CI [-0.37, 0.12])#running cohens d to check effect size
group3 <-c(quadmax5$WEIGHT.WITH.CONCERNS)
group4 <-c(quadmax5$WEIGHT.WITHOUT.CONCERNS)
cohensD(group3, group4) ## [1] 0.1257718#and running SD
sd(quadmax5$WEIGHT.WITH.CONCERNS, na.rm=T) ## [1] 30.70722sd(quadmax5$WEIGHT.WITHOUT.CONCERNS, na.rm=T)## [1] 32.48178#running a paired t test to look at weight pre and post treatment
pairedt <-t.test(quadmax4$WEIGHT.PRE,quadmax4$WEIGHT.POST,var.equal= T,paired= T)
report(pairedt)## Effect sizes were labelled following Cohen's (1988) recommendations.
##
## The Paired t-test testing the difference between quadmax4$WEIGHT.PRE and
## quadmax4$WEIGHT.POST (mean difference = 16.00) suggests that the effect is
## positive, statistically significant, and large (difference = 16.00, 95% CI
## [13.84, 18.16], t(249) = 14.57, p < .001; Cohen's d = 0.92, 95% CI [0.77,
## 1.07])#running cohensD to check effect size
group5 <-c(quadmax4$WEIGHT.POST)
group6 <-c(quadmax4$WEIGHT.PRE)
cohensD(group6, group5) ## [1] 0.8543409#finding SD and Mean for each variable
describe(quadmax4$WEIGHT.POST) ## vars n mean sd median trimmed mad min max range skew kurtosis
## X1 1 250 153.28 14.73 147.53 152.36 15.78 134.33 232.89 98.56 0.97 2.14
## se
## X1 0.93describe (quadmax4$WEIGHT.PRE)## vars n mean sd median trimmed mad min max range skew kurtosis
## X1 1 250 169.28 22 162 166.92 18.37 123.53 228.84 105.31 0.78 -0.44
## se
## X1 1.39#pwr.r.test(r = .3, sig.level = .05, power = .9)citation(package="ggplot2") ##
## To cite ggplot2 in publications, please use:
##
## H. Wickham. ggplot2: Elegant Graphics for Data Analysis.
## Springer-Verlag New York, 2016.
##
## A BibTeX entry for LaTeX users is
##
## @Book{,
## author = {Hadley Wickham},
## title = {ggplot2: Elegant Graphics for Data Analysis},
## publisher = {Springer-Verlag New York},
## year = {2016},
## isbn = {978-3-319-24277-4},
## url = {https://ggplot2.tidyverse.org},
## }citation(package="ggeffects") ##
## To cite package 'ggeffects' in publications use:
##
## Lüdecke D (2018). "ggeffects: Tidy Data Frames of Marginal Effects
## from Regression Models." _Journal of Open Source Software_, *3*(26),
## 772. doi:10.21105/joss.00772 <https://doi.org/10.21105/joss.00772>.
##
## A BibTeX entry for LaTeX users is
##
## @Article{,
## title = {ggeffects: Tidy Data Frames of Marginal Effects from Regression Models.},
## volume = {3},
## doi = {10.21105/joss.00772},
## number = {26},
## journal = {Journal of Open Source Software},
## author = {Daniel Lüdecke},
## year = {2018},
## pages = {772},
## }citation(package="tidyr") ##
## To cite package 'tidyr' in publications use:
##
## Wickham H, Girlich M (2022). _tidyr: Tidy Messy Data_. R package
## version 1.2.1, <https://CRAN.R-project.org/package=tidyr>.
##
## A BibTeX entry for LaTeX users is
##
## @Manual{,
## title = {tidyr: Tidy Messy Data},
## author = {Hadley Wickham and Maximilian Girlich},
## year = {2022},
## note = {R package version 1.2.1},
## url = {https://CRAN.R-project.org/package=tidyr},
## }citation(package="Rmisc") ##
## To cite package 'Rmisc' in publications use:
##
## Hope RM (2022). _Rmisc: Ryan Miscellaneous_. R package version 1.5.1,
## <https://CRAN.R-project.org/package=Rmisc>.
##
## A BibTeX entry for LaTeX users is
##
## @Manual{,
## title = {Rmisc: Ryan Miscellaneous},
## author = {Ryan M. Hope},
## year = {2022},
## note = {R package version 1.5.1},
## url = {https://CRAN.R-project.org/package=Rmisc},
## }
##
## ATTENTION: This citation information has been auto-generated from the
## package DESCRIPTION file and may need manual editing, see
## 'help("citation")'.citation(package="stats") ##
## The 'stats' package is part of R. To cite R in publications use:
##
## R Core Team (2022). R: A language and environment for statistical
## computing. R Foundation for Statistical Computing, Vienna, Austria.
## URL https://www.R-project.org/.
##
## A BibTeX entry for LaTeX users is
##
## @Manual{,
## title = {R: A Language and Environment for Statistical Computing},
## author = {{R Core Team}},
## organization = {R Foundation for Statistical Computing},
## address = {Vienna, Austria},
## year = {2022},
## url = {https://www.R-project.org/},
## }
##
## We have invested a lot of time and effort in creating R, please cite it
## when using it for data analysis. See also 'citation("pkgname")' for
## citing R packages.citation(package= "lsr") ##
## To cite the lsr package in publications use:
##
## Navarro, D. J. (2015) Learning statistics with R: A tutorial for
## psychology students and other beginners. (Version 0.6) University of
## New South Wales. Sydney, Australia
##
## A BibTeX entry for LaTeX users is
##
## @Manual{,
## title = {Learning statistics with R: A tutorial for psychology students and other beginners. (Version 0.6)},
## author = {Danielle Navarro},
## organization = {University of New South Wales},
## address = {Sydney, Australia},
## year = {2015},
## note = {R package version 0.5.1},
## url = {https://learningstatisticswithr.com},
## }citation(package= "easystats")##
## To cite datawizard in publications use:
##
## Lüdecke, Patil, Ben-Shachar, Wiernik, & Makowski (2022). easystats:
## Framework for Easy Statistical Modeling, Visualization, and
## Reporting. CRAN. Available from
## https://easystats.github.io/easystats/
##
## A BibTeX entry for LaTeX users is
##
## @Article{,
## title = {easystats: Framework for Easy Statistical Modeling, Visualization, and Reporting},
## author = {Daniel Lüdecke and Mattan S. Ben-Shachar and Indrajeet Patil and Brenton M. Wiernik and Dominique Makowski},
## journal = {CRAN},
## year = {2022},
## note = {R package},
## url = {https://easystats.github.io/easystats/},
## }