{"id":564,"date":"2018-06-24T18:47:24","date_gmt":"2018-06-24T09:47:24","guid":{"rendered":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/correspondence-analysis-by-r\/"},"modified":"2024-10-14T11:53:22","modified_gmt":"2024-10-14T02:53:22","slug":"correspondence-analysis-by-r","status":"publish","type":"post","link":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/correspondence-analysis-by-r\/","title":{"rendered":"R \u3067\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790\u3092\u5b9f\u65bd\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"\n

\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790\uff08\u5bfe\u5fdc\u5206\u6790\uff09\u3068\u306f\u3001\u4eba\u306e\u5c5e\u6027\u306e\u985e\u4f3c\u6027(\u3082\u3057\u304f\u306f\u5bfe\u5fdc)\u3092\u56f3\u306b\u8868\u3059\u5206\u6790\u3002<\/p>\n\n\n\n

\u7d50\u679c\u3092\u898b\u308b\u3068\u3044\u308d\u3044\u308d\u3068\u89e3\u91c8\u3057\u305f\u304f\u306a\u308b\u3001\u9762\u767d\u3044\u5206\u6790\u3002<\/p>\n\n\n\n

R \u3067\u306f\u3001ca\u3068\u3044\u3046\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u5206\u6790\u53ef\u80fd\u3002<\/p>\n\n\n\n\n\n\n\n

\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790\u306e\u30d1\u30c3\u30b1\u30fc\u30b8 ca \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u6e96\u5099\u3059\u308b<\/h2>\n\n\n\n

\u6700\u521d\u306e\u4e00\u56de\u3060\u3051\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u3059\u308b\u3002<\/p>\n\n\n\n

install.packages<\/span>(<\/span>\"ca\"<\/span>)<\/span>\n<\/code><\/pre>\n\n\n\n
ca\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u547c\u3073\u51fa\u3059\u3002<\/p>\n\n\n\n
library<\/span>(<\/span>ca)<\/span>\n<\/code><\/pre>\n\n\n\n
\u6b21\u306b\u4f8b\u984c\u306e\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u3080\u3002<\/p>\n\n\n\n
\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790\u7528\u306e\u4f8b\u984c\u30c7\u30fc\u30bf<\/h2>\n\n\n\n
2\u756a\u3055\u3093\u304b\u308930\u756a\u3055\u3093\u306b\u53d7\u52d5\u55ab\u7159\u306e\u88ab\u5bb3\u306b\u3042\u3063\u305f\u5834\u6240\u3092\u56de\u7b54\u3057\u3066\u3082\u3089\u3063\u305f\u30c7\u30fc\u30bf\u3002<\/p>\n\n\n\n
1 \u304c\u88ab\u5bb3\u306b\u3042\u3063\u305f\u3053\u3068\u3092\u793a\u3057\u30010 \u306f\u88ab\u5bb3\u306b\u3042\u3063\u3066\u306a\u3044\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n
27\u4eba\u306e\u30c7\u30fc\u30bf\u300214\u756a\u306828\u756a\u304c\u7121\u56de\u7b54\u3002<\/p>\n\n\n\n
><\/span> table<\/span>(<\/span>dat$<\/span>NO,<\/span> dat$<\/span>basho)<\/span>\n      \u30ab\u30e9\u30aa\u30b1 \u30d0\u30fc \u30d1\u30c1\u30f3\u30b3 \u30ec\u30b9\u30c8\u30e9\u30f3 \u99c5 \u5bb6 \u5b66\u6821 \u5c45\u9152\u5c4b \u8eca\u5185 \u8077\u5834 \u98df\u5802\n2<\/span>         1<\/span>    0<\/span>        1<\/span>          1<\/span>  0<\/span>  1<\/span>    1<\/span>      1<\/span>    0<\/span>    1<\/span>    1<\/span>\n3<\/span>         0<\/span>    0<\/span>        0<\/span>          0<\/span>  0<\/span>  0<\/span>    0<\/span>      0<\/span>    1<\/span>    0<\/span>    0<\/span>\n4<\/span>         0<\/span>    0<\/span>        0<\/span>          1<\/span>  1<\/span>  0<\/span>    0<\/span>      1<\/span>    0<\/span>    1<\/span>    0<\/span>\n5<\/span>         1<\/span>    1<\/span>        0<\/span>          1<\/span>  0<\/span>  0<\/span>    0<\/span>      1<\/span>    1<\/span>    1<\/span>    1<\/span>\n6<\/span>         1<\/span>    0<\/span>        0<\/span>          1<\/span>  0<\/span>  0<\/span>    0<\/span>      1<\/span>    1<\/span>    0<\/span>    0<\/span>\n7<\/span>         1<\/span>    1<\/span>        1<\/span>          1<\/span>  1<\/span>  1<\/span>    0<\/span>      1<\/span>    1<\/span>    1<\/span>    1<\/span>\n8<\/span>         1<\/span>    1<\/span>        1<\/span>          1<\/span>  0<\/span>  0<\/span>    0<\/span>      1<\/span>    1<\/span>    1<\/span>    1<\/span>\n9<\/span>         1<\/span>    1<\/span>        1<\/span>          1<\/span>  0<\/span>  1<\/span>    0<\/span>      1<\/span>    1<\/span>    1<\/span>    1<\/span>\n10<\/span>        0<\/span>    0<\/span>        0<\/span>          1<\/span>  1<\/span>  1<\/span>    0<\/span>      1<\/span>    0<\/span>    0<\/span>    1<\/span>\n11<\/span>        1<\/span>    1<\/span>        1<\/span>          1<\/span>  0<\/span>  1<\/span>    0<\/span>      1<\/span>    1<\/span>    1<\/span>    0<\/span>\n12<\/span>        0<\/span>    0<\/span>        0<\/span>          1<\/span>  0<\/span>  1<\/span>    0<\/span>      0<\/span>    0<\/span>    0<\/span>    0<\/span>\n13<\/span>        0<\/span>    0<\/span>        0<\/span>          1<\/span>  1<\/span>  0<\/span>    0<\/span>      0<\/span>    0<\/span>    0<\/span>    0<\/span>\n15<\/span>        1<\/span>    0<\/span>        0<\/span>          1<\/span>  0<\/span>  0<\/span>    0<\/span>      1<\/span>    1<\/span>    1<\/span>    0<\/span>\n16<\/span>        1<\/span>    1<\/span>        1<\/span>          1<\/span>  1<\/span>  0<\/span>    0<\/span>      1<\/span>    0<\/span>    1<\/span>    0<\/span>\n17<\/span>        0<\/span>    0<\/span>        1<\/span>          0<\/span>  0<\/span>  0<\/span>    0<\/span>      1<\/span>    0<\/span>    0<\/span>    0<\/span>\n18<\/span>        0<\/span>    0<\/span>        0<\/span>          0<\/span>  0<\/span>  1<\/span>    1<\/span>      0<\/span>    0<\/span>    1<\/span>    0<\/span>\n19<\/span>        1<\/span>    0<\/span>        0<\/span>          1<\/span>  1<\/span>  1<\/span>    0<\/span>      1<\/span>    1<\/span>    1<\/span>    0<\/span>\n20<\/span>        1<\/span>    0<\/span>        0<\/span>          1<\/span>  1<\/span>  1<\/span>    0<\/span>      1<\/span>    0<\/span>    1<\/span>    1<\/span>\n21<\/span>        1<\/span>    1<\/span>        0<\/span>          1<\/span>  0<\/span>  1<\/span>    0<\/span>      1<\/span>    1<\/span>    0<\/span>    0<\/span>\n22<\/span>        0<\/span>    0<\/span>        0<\/span>          0<\/span>  0<\/span>  0<\/span>    0<\/span>      0<\/span>    1<\/span>    1<\/span>    0<\/span>\n23<\/span>        0<\/span>    0<\/span>        0<\/span>          1<\/span>  0<\/span>  1<\/span>    0<\/span>      0<\/span>    0<\/span>    1<\/span>    0<\/span>\n24<\/span>        1<\/span>    1<\/span>        0<\/span>          1<\/span>  0<\/span>  0<\/span>    0<\/span>      1<\/span>    0<\/span>    0<\/span>    0<\/span>\n25<\/span>        0<\/span>    0<\/span>        0<\/span>          0<\/span>  0<\/span>  0<\/span>    1<\/span>      0<\/span>    0<\/span>    1<\/span>    0<\/span>\n26<\/span>        0<\/span>    0<\/span>        0<\/span>          1<\/span>  1<\/span>  0<\/span>    0<\/span>      0<\/span>    0<\/span>    1<\/span>    0<\/span>\n27<\/span>        0<\/span>    0<\/span>        1<\/span>          1<\/span>  0<\/span>  1<\/span>    0<\/span>      0<\/span>    0<\/span>    0<\/span>    0<\/span>\n29<\/span>        1<\/span>    1<\/span>        0<\/span>          1<\/span>  0<\/span>  1<\/span>    0<\/span>      1<\/span>    1<\/span>    0<\/span>    0<\/span>\n30<\/span>        1<\/span>    1<\/span>        1<\/span>          1<\/span>  1<\/span>  0<\/span>    0<\/span>      1<\/span>    1<\/span>    1<\/span>    1<\/span>\n<\/code><\/pre>\n\n\n\n
\uff1e\uff1e\u3082\u3046\u7d71\u8a08\u3067\u60a9\u3080\u306e\u306f\u7d42\u308f\u308a\u306b\u3057\u307e\u305b\u3093\u304b\uff1f\u00a0<\/a><\/strong><\/span><\/p>\r\n\"\"<\/a>\r\n
\u21911\u4e07\u4eba\u4ee5\u4e0a\u306e\u533b\u7642\u5f93\u4e8b\u8005\u304c\u8cfc\u8aad\u4e2d<\/span><\/strong><\/span><\/p><\/div>
\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790\u306e\u5b9f\u969b\u306e\u65b9\u6cd5\u306f\uff1f<\/h2>\n\n\n\n
table()\u3067\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u308a\u3001
ca()\u3092\u304b\u3051\u308c\u3070\u3088\u3044\u3002<\/p>\n\n\n\n
tab.NO.basho <-<\/span> table<\/span>(<\/span>dat$<\/span>NO,<\/span> dat$<\/span>basho)<\/span>\nca.NO.basho <-<\/span> ca<\/span>(<\/span>tab.NO.basho)<\/span>\nsummary<\/span>(<\/span>ca.NO.basho)<\/span>\nplot<\/span>(<\/span>ca.NO.basho)<\/span>\n<\/code><\/pre>\n\n\n\n
summary()\u3067\u7d50\u679c\u306e\u6982\u8981\u304c\u898b\u3089\u308c\u308b\u3002<\/p>\n\n\n\n
Principal Inertia\uff08\u56fa\u6709\u5024\uff091\u6b21\u5143\u76ee\u30682\u6b21\u5143\u76ee\u3092\u4f7f\u3063\u3066\u3001\u56f3\u306b\u8868\u3059\u3068\u5c5e\u6027\u306e\u5e83\u304c\u308a\u3068\u3001\u500b\u4eba\u306e\u6563\u3089\u3070\u308a\u304c\u8996\u899a\u5316\u3067\u304d\u308b\u3002<\/p>\n\n\n\n
\u8996\u899a\u5316\u306b\u306fplot()\u3092\u4f7f\u3046\u3002<\/p>\n\n\n\n
><\/span> summary<\/span>(<\/span>ca.NO.basho)<\/span>\nPrincipal inertias <\/span>(<\/span>eigenvalues):<\/span>\ndim    value      %   cum%   scree plot\n1<\/span>      0.370047<\/span>  30.3<\/span>  30.3<\/span>  ******<\/span>**<\/span>\n2<\/span>      0.225220<\/span>  18.5<\/span>  48.8<\/span>  ***<\/span>**<\/span>\n3<\/span>      0.171709<\/span>  14.1<\/span>  62.9<\/span>  ***<\/span>*<\/span>\n4<\/span>      0.142078<\/span>  11.6<\/span>  74.5<\/span>  ***<\/span>\n5<\/span>      0.096621<\/span>   7.9<\/span>  82.4<\/span>  **<\/span>\n6<\/span>      0.075889<\/span>   6.2<\/span>  88.7<\/span>  **<\/span>\n7<\/span>      0.054686<\/span>   4.5<\/span>  93.2<\/span>  *<\/span>\n8<\/span>      0.043836<\/span>   3.6<\/span>  96.7<\/span>  *<\/span>\n9<\/span>      0.025404<\/span>   2.1<\/span>  98.8<\/span>  *<\/span>\n10<\/span>     0.014295<\/span>   1.2<\/span> 100.0<\/span>\n--------<\/span> -----<\/span>\nTotal:<\/span> 1.219786<\/span> 100.0<\/span>\nRows:<\/span>\nname   mass  qlt  inr    k=<\/span>1<\/span> cor ctr     k=<\/span>2<\/span> cor ctr\n1<\/span>  |<\/span>    2<\/span> |<\/span>   58<\/span>  620<\/span>   42<\/span> |<\/span>  729<\/span> 612<\/span>  84<\/span> |<\/span>    83<\/span>   8<\/span>   2<\/span> |<\/span>\n2<\/span>  |<\/span>    3<\/span> |<\/span>    7<\/span>  344<\/span>   57<\/span> |<\/span> -<\/span>588<\/span>  36<\/span>   7<\/span> |<\/span>  1712<\/span> 307<\/span>  95<\/span> |<\/span>\n3<\/span>  |<\/span>    4<\/span> |<\/span>   29<\/span>  536<\/span>   32<\/span> |<\/span>  -<\/span>25<\/span>   0<\/span>   0<\/span> |<\/span>  -<\/span>841<\/span> 535<\/span>  92<\/span> |<\/span>\n4<\/span>  |<\/span>    5<\/span> |<\/span>   51<\/span>  348<\/span>   20<\/span> |<\/span> -<\/span>223<\/span> 104<\/span>   7<\/span> |<\/span>   341<\/span> 243<\/span>  26<\/span> |<\/span>\n5<\/span>  |<\/span>    6<\/span> |<\/span>   29<\/span>  341<\/span>   26<\/span> |<\/span> -<\/span>420<\/span> 161<\/span>  14<\/span> |<\/span>   443<\/span> 179<\/span>  25<\/span> |<\/span>\n6<\/span>  |<\/span>    7<\/span> |<\/span>   73<\/span>  198<\/span>    8<\/span> |<\/span> -<\/span>157<\/span> 185<\/span>   5<\/span> |<\/span>   -<\/span>42<\/span>  13<\/span>   1<\/span> |<\/span>\n7<\/span>  |<\/span>    8<\/span> |<\/span>   58<\/span>  447<\/span>   18<\/span> |<\/span> -<\/span>220<\/span> 131<\/span>   8<\/span> |<\/span>   342<\/span> 317<\/span>  30<\/span> |<\/span>\n8<\/span>  |<\/span>    9<\/span> |<\/span>   66<\/span>  397<\/span>   11<\/span> |<\/span> -<\/span>141<\/span>  94<\/span>   4<\/span> |<\/span>   253<\/span> 303<\/span>  19<\/span> |<\/span>\n9<\/span>  |<\/span>   10<\/span> |<\/span>   36<\/span>  484<\/span>   38<\/span> |<\/span> -<\/span>125<\/span>  12<\/span>   2<\/span> |<\/span>  -<\/span>774<\/span> 472<\/span>  97<\/span> |<\/span>\n10<\/span> |<\/span>   11<\/span> |<\/span>   58<\/span>  422<\/span>   13<\/span> |<\/span> -<\/span>142<\/span>  76<\/span>   3<\/span> |<\/span>   304<\/span> 347<\/span>  24<\/span> |<\/span>\n11<\/span> |<\/span>   12<\/span> |<\/span>   15<\/span>  119<\/span>   38<\/span> |<\/span>  113<\/span>   4<\/span>   1<\/span> |<\/span>  -<\/span>605<\/span> 115<\/span>  24<\/span> |<\/span>\n12<\/span> |<\/span>   13<\/span> |<\/span>   15<\/span>  702<\/span>   52<\/span> |<\/span> -<\/span>285<\/span>  19<\/span>   3<\/span> |<\/span> -<\/span>1727<\/span> 683<\/span> 193<\/span> |<\/span>\n13<\/span> |<\/span>   15<\/span> |<\/span>   36<\/span>  207<\/span>   20<\/span> |<\/span> -<\/span>160<\/span>  38<\/span>   3<\/span> |<\/span>   335<\/span> 169<\/span>  18<\/span> |<\/span>\n14<\/span> |<\/span>   16<\/span> |<\/span>   51<\/span>  158<\/span>   22<\/span> |<\/span> -<\/span>192<\/span>  69<\/span>   5<\/span> |<\/span>  -<\/span>218<\/span>  89<\/span>  11<\/span> |<\/span>\n15<\/span> |<\/span>   17<\/span> |<\/span>   15<\/span>   35<\/span>   56<\/span> |<\/span> -<\/span>304<\/span>  20<\/span>   4<\/span> |<\/span>   269<\/span>  15<\/span>   5<\/span> |<\/span>\n16<\/span> |<\/span>   18<\/span> |<\/span>   22<\/span>  954<\/span>  110<\/span> |<\/span> 2416<\/span> 951<\/span> 346<\/span> |<\/span>   135<\/span>   3<\/span>   2<\/span> |<\/span>\n17<\/span> |<\/span>   19<\/span> |<\/span>   51<\/span>  140<\/span>   16<\/span> |<\/span>  -<\/span>88<\/span>  21<\/span>   1<\/span> |<\/span>  -<\/span>211<\/span> 119<\/span>  10<\/span> |<\/span>\n18<\/span> |<\/span>   20<\/span> |<\/span>   51<\/span>  449<\/span>   21<\/span> |<\/span>  -<\/span>23<\/span>   1<\/span>   0<\/span> |<\/span>  -<\/span>477<\/span> 448<\/span>  52<\/span> |<\/span>\n19<\/span> |<\/span>   21<\/span> |<\/span>   44<\/span>  371<\/span>   22<\/span> |<\/span> -<\/span>304<\/span> 153<\/span>  11<\/span> |<\/span>   363<\/span> 218<\/span>  26<\/span> |<\/span>\n20<\/span> |<\/span>   22<\/span> |<\/span>   15<\/span>  184<\/span>   44<\/span> |<\/span>  147<\/span>   6<\/span>   1<\/span> |<\/span>   807<\/span> 178<\/span>  42<\/span> |<\/span>\n21<\/span> |<\/span>   23<\/span> |<\/span>   22<\/span>  186<\/span>   32<\/span> |<\/span>  369<\/span>  78<\/span>   8<\/span> |<\/span>  -<\/span>436<\/span> 108<\/span>  18<\/span> |<\/span>\n22<\/span> |<\/span>   24<\/span> |<\/span>   29<\/span>  185<\/span>   31<\/span> |<\/span> -<\/span>431<\/span> 144<\/span>  15<\/span> |<\/span>   230<\/span>  41<\/span>   7<\/span> |<\/span>\n23<\/span> |<\/span>   25<\/span> |<\/span>   15<\/span>  934<\/span>  149<\/span> |<\/span> 3380<\/span> 919<\/span> 451<\/span> |<\/span>   429<\/span>  15<\/span>  12<\/span> |<\/span>\n24<\/span> |<\/span>   26<\/span> |<\/span>   22<\/span>  620<\/span>   41<\/span> |<\/span>  104<\/span>   5<\/span>   1<\/span> |<\/span> -<\/span>1184<\/span> 615<\/span> 136<\/span> |<\/span>\n25<\/span> |<\/span>   27<\/span> |<\/span>   22<\/span>   32<\/span>   46<\/span> |<\/span>   11<\/span>   0<\/span>   0<\/span> |<\/span>  -<\/span>287<\/span>  32<\/span>   8<\/span> |<\/span>\n26<\/span> |<\/span>   29<\/span> |<\/span>   44<\/span>  371<\/span>   22<\/span> |<\/span> -<\/span>304<\/span> 153<\/span>  11<\/span> |<\/span>   363<\/span> 218<\/span>  26<\/span> |<\/span>\n27<\/span> |<\/span>   30<\/span> |<\/span>   66<\/span>  195<\/span>   15<\/span> |<\/span> -<\/span>229<\/span> 195<\/span>   9<\/span> |<\/span>     4<\/span>   0<\/span>   0<\/span> |<\/span>\nColumns:<\/span>\nname   mass  qlt  inr    k=<\/span>1<\/span> cor ctr     k=<\/span>2<\/span> cor ctr\n1<\/span>  |<\/span> \u30ab\u30e9\u30aa\u30b1 |<\/span>  109<\/span>  378<\/span>   36<\/span> |<\/span> -<\/span>253<\/span> 159<\/span>  19<\/span> |<\/span>   297<\/span> 219<\/span>  43<\/span> |<\/span>\n2<\/span>  |<\/span>     \u30d0\u30fc |<\/span>   73<\/span>  324<\/span>   58<\/span> |<\/span> -<\/span>385<\/span> 152<\/span>  29<\/span> |<\/span>   409<\/span> 172<\/span>  54<\/span> |<\/span>\n3<\/span>  |<\/span> \u30d1\u30c1\u30f3\u30b3 |<\/span>   66<\/span>   23<\/span>   99<\/span> |<\/span> -<\/span>118<\/span>   8<\/span>   2<\/span> |<\/span>   166<\/span>  15<\/span>   8<\/span> |<\/span>\n4<\/span>  |<\/span> \u30ec\u30b9\u30c8\u30e9 |<\/span>  161<\/span>  446<\/span>   45<\/span> |<\/span> -<\/span>160<\/span>  74<\/span>  11<\/span> |<\/span>  -<\/span>358<\/span> 372<\/span>  92<\/span> |<\/span>\n5<\/span>  |<\/span>       \u99c5 |<\/span>   66<\/span>  743<\/span>  121<\/span> |<\/span> -<\/span>186<\/span>  15<\/span>   6<\/span> |<\/span> -<\/span>1281<\/span> 728<\/span> 478<\/span> |<\/span>\n6<\/span>  |<\/span>       \u5bb6 |<\/span>   95<\/span>  108<\/span>   98<\/span> |<\/span>  298<\/span>  71<\/span>  23<\/span> |<\/span>  -<\/span>216<\/span>  37<\/span>  20<\/span> |<\/span>\n7<\/span>  |<\/span>     \u5b66\u6821 |<\/span>   22<\/span>  956<\/span>  244<\/span> |<\/span> 3576<\/span> 941<\/span> 757<\/span> |<\/span>   454<\/span>  15<\/span>  20<\/span> |<\/span>\n8<\/span>  |<\/span>   \u5c45\u9152\u5c4b |<\/span>  131<\/span>  191<\/span>   40<\/span> |<\/span> -<\/span>252<\/span> 169<\/span>  23<\/span> |<\/span>    90<\/span>  22<\/span>   5<\/span> |<\/span>\n9<\/span>  |<\/span>     \u8eca\u5185 |<\/span>   95<\/span>  510<\/span>  120<\/span> |<\/span> -<\/span>358<\/span>  83<\/span>  33<\/span> |<\/span>   813<\/span> 427<\/span> 278<\/span> |<\/span>\n10<\/span> |<\/span>     \u8077\u5834 |<\/span>  124<\/span>  380<\/span>   78<\/span> |<\/span>  536<\/span> 377<\/span>  96<\/span> |<\/span>   -<\/span>47<\/span>   3<\/span>   1<\/span> |<\/span>\n11<\/span> |<\/span>     \u98df\u5802 |<\/span>   58<\/span>    9<\/span>   61<\/span> |<\/span>  -<\/span>80<\/span>   5<\/span>   1<\/span> |<\/span>   -<\/span>71<\/span>   4<\/span>   1<\/span> |<\/span>\nWarning message:<\/span>\nIn abbreviate<\/span>(<\/span>cnames.temp,<\/span> 4<\/span>)<\/span> :<\/span> abbreviate used with non-<\/span>ASCII chars\n<\/code><\/pre>\n\n\n\n
\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790\u306e\u8996\u899a\u5316<\/h2>\n\n\n\n
plot()\u3067\u56f3\u304c\u73fe\u308c\u308b\u3002<\/p>\n\n\n\n
2\u3064\u306e\u56fa\u6709\u5024\u3092X\u8ef8\u3068Y\u8ef8\u306b\u3057\u305f\u6563\u5e03\u56f3\u3002<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n\n\n\n\n
mass=T\uff08TRUE\u306e\u610f\u5473\uff09\u3092\u52a0\u3048\u308b\u3068\u3001<\/p>\n\n\n\n
plot<\/span>(<\/span>ca.NO.basho,<\/span> mass=<\/span>T<\/span>)<\/span>\n<\/code><\/pre>\n\n\n\n
\u540c\u3058\u56de\u7b54\u306e\u8907\u6570\u4eba\u306f\u3001\u5927\u304d\u306a\u3007\u3067\u63cf\u304b\u308c\u308b\u3002<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n\n\n\n\n
\u884c\uff08\u56de\u7b54\u8005\uff09\u3060\u3051\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u306b\u30a4\u30f3\u30d7\u30c3\u30c8\u3002<\/p>\n\n\n\n
plot<\/span>(<\/span>ca.NO.basho,<\/span> mass=<\/span>T<\/span>,<\/span> what=<\/span>c<\/span>(<\/span>\"active\"<\/span>,<\/span>\"none\"<\/span>))<\/span>\n<\/code><\/pre>\n\n\n\n
\"\"<\/figure>\n\n\n\n\n\n\n\n
\u5217\uff08\u53d7\u52d5\u55ab\u7159\u88ab\u5bb3\u5834\u6240\uff09\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/p>\n\n\n\n
plot<\/span>(<\/span>ca.NO.basho,<\/span> mass=<\/span>T<\/span>,<\/span> what=<\/span>c<\/span>(<\/span>\"none\"<\/span>,<\/span>\"active\"<\/span>))<\/span>\n<\/code><\/pre>\n\n\n\n
\"\"<\/figure>\n\n\n\n\n\n\n\n
\u307e\u3068\u3081<\/h2>\n\n\n\n
\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790\u3092 R \u3067\u884c\u3046\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u305f\u3002<\/p>\n\n\n\n
\u53c2\u8003\u306b\u306a\u308c\u3070\u3002<\/p>\n\n\n\n
\u53c2\u8003\u66f8\u7c4d<\/h2>\n\n\n\n
\u3059\u3050\u308f\u304b\u308bSPSS\u306b\u3088\u308b\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790<\/p>\n\n\n\n
\"\u3059\u3050\u308f\u304b\u308bSPSS\u306b\u3088\u308b\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790\"<\/a>\n
\n
\u3059\u3050\u308f\u304b\u308bSPSS\u306b\u3088\u308b\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790<\/a><\/p>\n