\u3000\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u306e\u9069\u5408\u5ea6\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u306f\u901a\u5e38\u8d64\u6c60\u60c5\u5831\u91cf\u57fa\u6e96 (AIC) \u3092\u7528\u3044\u307e\u3059\u304c\uff0cHarrell \u3089\u306e\u63d0\u5531\u3059\u308b c-index \u3068\u3044\u3046\u6307\u6a19\u3082\u3042\u308a\u307e\u3059\uff0ec \u7d71\u8a08\u5024\u3068\u3082\u8a00\u3044\uff0c\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u306e\u5c0f\u3055\u3044\uff08\u53c8\u306f\u5927\u304d\u3044\uff09\u75c7\u4f8b\u306e\u65b9\u304c\u751f\u5b58\u671f\u9593\u304c\u9577\u3044\u3053\u3068\u304c\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u3067\u3069\u308c\u304f\u3089\u3044\u306e\u78ba\u7387\u3067\u6b63\u3057\u3044\u304b\u3092\u793a\u3059\u5024\u3067\u3059\uff0e\u65b9\u6cd5\u306f\u5f8c\u8ff0\u3057\u307e\u3059\u304c\uff0cAIC \u3068\u6bd4\u8f03\u3059\u308b\u3068\u73fe\u5728\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9069\u5408\u5ea6\u306e\u307f\u3092\u8a55\u4fa1\u3057\u3066\u304a\u308a\uff0c\u672a\u6765\u306e\u30c7\u30fc\u30bf\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3078\u306e\u8003\u616e\u304c\u306a\u3044\u3088\u3046\u306b\u601d\u3048\u307e\u3059\uff0e\u305d\u306e\u610f\u5473\u3067 overfitting \u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u8a55\u4fa1\u6cd5\u3068\u8a00\u3048\u306a\u304f\u3082\u3042\u308a\u307e\u305b\u3093\uff0e<\/p>\n
\u6bd4\u4f8b\u30cf\u30b6\u30fc\u30c9\u89e3\u6790\u5bfe\u8c61\u3068\u306a\u3063\u305f\u75c7\u4f8b\u304b\u3089\uff0c\u5168\u3066\u306e\u30da\u30a2\u3092\u4f5c\u308b<\/li>\n
\u305d\u308c\u3089\u306e\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u3092\u8abf\u3079\u308b<\/li>\n
\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u306e\u5927\u5c0f\u304a\u3088\u3073\u751f\u5b58\u671f\u9593\u306e\u9577\u77ed\u3092\u6bd4\u8f03\u3059\u308b<\/li>\n
c-index \u3092\u8a08\u7b97\u3059\u308b<\/li>\n<\/ol>\n
1. \u6bd4\u4f8b\u30cf\u30b6\u30fc\u30c9\u89e3\u6790\u5bfe\u8c61\u3068\u306a\u3063\u305f\u75c7\u4f8b\u304b\u3089\uff0c\u5168\u3066\u306e\u30da\u30a2\uff082\u75c7\u4f8b\u305a\u3064\u306e\u7d44\u307f\u5408\u308f\u305b\uff09\u3092\u4f5c\u308b<\/h3>\n
\u3000\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3092 N \u3068\u3059\u308b\u3068\uff0c\u5168\u3066\u306e\u30da\u30a2\u6570\u306f\u4e0b\u5f0f\u3067\u8868\u73fe\u3055\u308c\u307e\u3059\uff0e<\/p>\n
$\\displaystyle _{N}C_{2} = \\frac{N!}{(N-2)!2!}$ <\/p>\n<\/p>\n
\u3000\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u4e0a\u306b\u30c7\u30fc\u30bf\u304c\u3042\u308b\u3068\u3057\u3066\uff0c1\u884c\u304c1\u75c7\u4f8b\u3068\u3059\u308b\u3068\uff0c\u5168\u3066\u306e\u884c\u304b\u3089\u4efb\u610f\u306e2\u884c\u3092\u53d6\u308a\u51fa\u3059\u30b3\u30fc\u30c9\u306f\u4e0b\u8a18\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff0e\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306e\u69cb\u9020\u304c\u4ee5\u4e0b\u306e\u3088\u3046\u3067\u3042\u308b\u3068\u4eee\u5b9a\u3057\u307e\u3059\uff0e<\/p>\n
1 \u884c\u76ee\u306f\u30bf\u30a4\u30c8\u30eb\u884c\u3067\u3042\u308b\uff0e<\/li>\n
A \u5217\u306f\u751f\u5b58\u671f\u9593\uff0c B \u5217\u306f\u8ee2\u5e30\uff0cC \u5217\u306f\u30e2\u30c7\u30eb 1 \u306e\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\uff0cD \u5217\u306f\u30e2\u30c7\u30eb 2 \u306e\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\uff0cE \u5217\u306f\u30e2\u30c7\u30eb 3 \u306e\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u3092\u305d\u308c\u305e\u308c\u8868\u73fe\u3059\u308b\uff0e<\/li>\n
\u5168\u3066\u306e\u30c7\u30fc\u30bf\u306f\u6570\u5024\u578b\u3067\u3042\u308b\uff0e<\/li>\n
B \u5217\u3067\u6b7b\u4ea1\u306f 0, \u6253\u5207\u306f 1 \u3068\u8868\u73fe\u3059\u308b\uff0e<\/li>\n<\/ul>\n
Option Explicit\r\n\r\nSub C_Statistics()\r\n    Dim i   As Long\r\n    Dim j   As Long\r\n    Dim k   As Long\r\n    Dim Rng As Range\r\n    Dim Ar  As Variant\r\n    k = 0\r\n    Set Rng = ActiveSheet.UsedRange\r\n    Set Rng = Rng.Resize(Rng.Rows.Count - 1).Offset(1)\r\n    Ar = Rng\r\n    For i = LBound(Ar) To UBound(Ar) - 1\r\n        For j = i + 1 To UBound(Ar)\r\n            k = k + 1\r\n        Next j\r\n    Next i\r\n    Debug.Print \"k= \" & k\r\nEnd Sub\r\n<\/pre>\n2. \u305d\u308c\u3089\u306e\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u3092\u8abf\u3079\u308b<\/h3>\n\u3000\u30ea\u30b9\u30af\u30b9\u30b3\u30a2 (R) \u306f\u4e0b\u5f0f\u3067\u8868\u73fe\u3055\u308c\u307e\u3059\uff0e\u4e88\u5f8c\u3092\u898f\u5b9a\u3059\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u4e88\u5f8c\u30b9\u30b3\u30a2 prognostic score \u3068\u3082\u8a00\u3044\u307e\u3059\uff0eβ \u306f\u56de\u5e30\u4fc2\u6570\uff0cX \u306f\u5171\u5909\u91cf\u3067\u3059\uff0eR_{0<\/sub> \u306f\u5168\u75c7\u4f8b\u306e\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u306e\u5e73\u5747\u5024\u3067\u3059\uff0eS_{0<\/sub>(t) \u306f\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u306e\u751f\u5b58\u7387\u3067\u3042\u308a\uff0c\u5168\u3066\u306e\u8aac\u660e\u5909\u6570\u304c\u57fa\u6e96\u5024\u3067\u3042\u308b\u5834\u5408\u306e\u5404\u6642\u70b9 t \u3067\u306e\u751f\u5b58\u7387\u3067\u3059\uff0e<\/p>\n}}
<\/p>\n<\/p>\n
<\/p>\n<\/p>\n
\u3000COX \u6bd4\u4f8b\u30cf\u30b6\u30fc\u30c9\u5206\u6790\u3067\u306f\u52b9\u679c\u91cf\u306e\u70b9\u63a8\u5b9a\u5024\u306f\u30cf\u30b6\u30fc\u30c9\u6bd4 (Exp(Β)) \u3068\u3057\u3066\u8868\u73fe\u3055\u308c\uff0c\u5171\u5909\u91cf\u306e\u56de\u5e30\u4fc2\u6570\u306f\u30cf\u30b6\u30fc\u30c9\u6bd4\u306e\u5bfe\u6570 (LN(Exp(Β)) = Β) \u3068\u3057\u3066\u8868\u73fe\u3057\u307e\u3059\uff0e\u305d\u308c\u305e\u308c\u306e\u5171\u5909\u91cf\u306b\u305d\u308c\u305e\u308c\u306e\u56de\u5e30\u4fc2\u6570\u3092\u304b\u3051\u305f\u7a4d\u306e\u548c\u304c\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u3067\u3059\uff0e\u3053\u3053\u3067\u306f\u65e2\u306b\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u306e\u8a08\u7b97\u306f\u7d42\u308f\u3063\u3066\u3044\u308b\u3082\u306e\u3068\u3057\u307e\u3059\uff0e<\/p>\n
3. \u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u306e\u5927\u5c0f\u304a\u3088\u3073\u751f\u5b58\u671f\u9593\u306e\u9577\u77ed\u3092\u6bd4\u8f03\u3059\u308b<\/h3>\n\u3000\u3053\u3053\u3067\u91cd\u8981\u306a\u70b9\u306f\u300c2 \u75c7\u4f8b\u3068\u3082\u6253\u5207\u4f8b\uff0c\u3042\u308b\u3044\u306f\u7247\u65b9\u304c\u6253\u5207\u3067\u6253\u5207\u307e\u3067\u306e\u671f\u9593\u304c\u3088\u308a\u77ed\u3044\u5834\u5408\u306f\u4e0d\u660e\u306b\u5206\u985e\u3055\u308c\u308b\u300d\u3068\u306e\u8a18\u8ff0\u3092\u6761\u4ef6\u5f0f\u306b\u8868\u73fe\u3059\u308b\u65b9\u6cd5\u3067\u3059\uff0e\u3053\u306e\u6761\u4ef6\u306f\u6b21\u306e\u3088\u3046\u306b\u8a00\u3044\u63db\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff0e<\/p>\n
\n\u4e21\u8005\u3068\u3082\u6b7b\u4ea1\u306e\u30da\u30a2\u3092\u53d7\u3051\u5165\u308c\u308b<\/li>\n
\u4e00\u65b9\u304c\u6b7b\u4ea1\u306e\u5834\u5408\uff0c\u6b7b\u4ea1\u4f8b\u306e\u751f\u5b58\u671f\u9593\u304c\u6253\u5207\u4f8b\u306e\u751f\u5b58\u671f\u9593\u3088\u308a\u77ed\u3044\u306a\u3089\u53d7\u3051\u5165\u308c\u308b<\/li>\n<\/ul>\n\u3000\u3053\u308c\u3092 VBA \u3067\u8868\u73fe\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff0e2 \u884c\u76ee\u3068 4 \u884c\u76ee\u306e Case \u5f0f\u306f\u305d\u308c\u305e\u308c\u4e0a\u8ff0\u3057\u305f\u6761\u4ef6\u5f0f\u306b\u8a72\u5f53\u3057\u307e\u3059\uff0e5 \u884c\u76ee\u306f\u4e0a\u8ff0\u306e\u6761\u4ef6\u306e\u5f8c\u8005\u3092\u8868\u73fe\u3057\u305f\u3082\u306e\u3067\u3042\u308a\uff0c\u751f\u5b58\u671f\u9593\u306e\u5dee\u3068\u8ee2\u5e30\u306e\u5dee\u3068\u306e\u7a4d\u3092\u53d6\u308a\uff0c\u7b26\u53f7\u304c\u8ca0\u306e\u5834\u5408\u306f\u62d2\u5426\u3057\u307e\u3059\uff0e\u53c2\u7167\u66f8\u7c4d\u306e\u8a18\u8ff0\u306b\u3088\u308b\u3068\u300e\u6253\u5207\u4f8b\u306e\u6253\u5207\u307e\u3067\u306e\u751f\u5b58\u671f\u9593\u304c\u540c\u3058\u5024\u304b\u3042\u308b\u3044\u306f\u77ed\u3044\u5834\u5408\u306b\u306f\u3069\u3061\u3089\u306e\u751f\u5b58\u304c\u9577\u3044\u304b\u306f\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u300f\u3068\u306e\u3053\u3068\u3067\u3059\u306e\u3067\uff0c\u7b49\u53f7\u306f\u5916\u3059\u3053\u3068\u3068\u3057\u307e\u3059\uff0e<\/p>\n
\r\n            Select Case Ar(i, 2) + Ar(j, 2)\r\n            Case 0\r\n                k = k + 1\r\n            Case 1\r\n                If (Ar(i, 1) - Ar(j, 1)) * (Ar(i, 2) - Ar(j, 2)) > 0 Then\r\n                    k = k + 1\r\n                End If\r\n            End Select\r\n<\/pre>\n\u3000\u3055\u3089\u306b\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u3068\u751f\u5b58\u671f\u9593\u3068\u3092\u6bd4\u8f03\u3057\u307e\u3059\uff0e\u540c\u69d8\u306b\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u306e\u5dee\u3068\u751f\u5b58\u671f\u9593\u306e\u5dee\u3068\u306e\u7a4d\u306e\u7b26\u53f7\u3092\u8a55\u4fa1\u3057\u307e\u3059\uff0e\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u306e\u5927\u5c0f\u3068\u751f\u5b58\u671f\u9593\u306e\u9577\u77ed\u3068\u304c\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\u5426\u304b\u3092\uff0c\u5dee\u306e\u7a4d\u306e\u7b26\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3066\u3044\u308b\u8a33\u3067\u3059\uff0e\u6700\u521d\u306b\u300e\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u306e\u5c0f\u3055\u3044\uff08\u53c8\u306f\u5927\u304d\u3044\uff09\u75c7\u4f8b\u306e\u65b9\u304c\u751f\u5b58\u671f\u9593\u304c\u9577\u3044\u3053\u3068\u300f\u3068\u8ff0\u3079\u307e\u3057\u305f\u304c\uff0c\u8aac\u660e\u5909\u6570\u306e\u8a2d\u5b9a\u306b\u3088\u3063\u3066\u5404\u5909\u6570\u306e\u4fc2\u6570\u306e\u6b63\u8ca0\u3092\u9006\u8ee2\u3055\u305b\uff0c\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u306e\u5927\u5c0f\u3092\u9006\u8ee2\u3055\u305b\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\uff0e\u3053\u3053\u3067\u306f\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u304c\u5c0f\u3055\u3044\u307b\u3069\u751f\u5b58\u671f\u9593\u304c\u9577\u3044\u3068\u3044\u3046\u524d\u63d0\u3067\u8a71\u3092\u9032\u3081\u307e\u3059\uff0e<\/p>\n
Option Explicit\r\n\r\nSub C_Statistics()\r\n    Dim i   As Long\r\n    Dim j   As Long\r\n    Dim k   As Long\r\n    Dim n1  As Long\r\n    Dim n2  As Long\r\n    Dim n3  As Long\r\n    Dim Rng As Range\r\n    Dim Ar  As Variant\r\n    \r\n    k = 0\r\n    n1 = 0\r\n    n2 = 0\r\n    n3 = 0\r\n    Set Rng = ActiveSheet.UsedRange\r\n    Set Rng = Rng.Resize(Rng.Rows.Count - 1).Offset(1)\r\n    Ar = Rng\r\n    For i = LBound(Ar) To UBound(Ar) - 1\r\n        For j = i + 1 To UBound(Ar)\r\n            Select Case Ar(i, 2) + Ar(j, 2)\r\n            Case 0\r\n                If (Ar(i, 1) - Ar(j, 1)) * (Ar(i, 3) - Ar(j, 3)) < 0 Then\r\n                    n1 = n1 + 1\r\n                End If\r\n                If (Ar(i, 1) - Ar(j, 1)) * (Ar(i, 4) - Ar(j, 4)) < 0 Then\r\n                    n2 = n2 + 1\r\n                End If\r\n                If (Ar(i, 1) - Ar(j, 1)) * (Ar(i, 5) - Ar(j, 5)) < 0 Then\r\n                    n3 = n3 + 1\r\n                End If\r\n                k = k + 1\r\n            Case 1\r\n                If (Ar(i, 1) - Ar(j, 1)) * (Ar(i, 2) - Ar(j, 2)) > 0 Then\r\n                    If (Ar(i, 1) - Ar(j, 1)) * (Ar(i, 3) - Ar(j, 3)) < 0 Then\r\n                        n1 = n1 + 1\r\n                    End If\r\n                    If (Ar(i, 1) - Ar(j, 1)) * (Ar(i, 4) - Ar(j, 4)) < 0 Then\r\n                        n2 = n2 + 1\r\n                    End If\r\n                    If (Ar(i, 1) - Ar(j, 1)) * (Ar(i, 5) - Ar(j, 5)) < 0 Then\r\n                        n3 = n3 + 1\r\n                    End If\r\n                    k = k + 1\r\n                End If\r\n            End Select\r\n        Next j\r\n    Next i\r\n    Debug.Print \"n1= \" & n1, \"n2= \" & n2, \"n3= \" & n3, \"k= \" & k\r\n    Debug.Print \"C1= \" & n1 \/ k, \"C2= \" & n2 \/ k, \"C3= \" & n3 \/ k\r\nEnd Sub\r\n<\/pre>\n\u300035 \u884c\u76ee\u306e\u6761\u4ef6\u5f0f\u306e\u7b26\u53f7\u306f\u6253\u5207\u304c 1, \u6b7b\u4ea1\u304c 0 \u306e\u969b\u306e\u3082\u306e\u3067\u3059\uff0e\u6253\u5207\u304c 0,\u3000\u6b7b\u4ea1\u304c 1 \u306a\u3089\u7b26\u53f7\u306f\u9006\u8ee2\u3057\u307e\u3059\uff0e\u540c\u69d8\u306b\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u304c\u5927\u304d\u3044\u307b\u3069\u751f\u5b58\u671f\u9593\u304c\u9577\u3044\u306a\u3089 24, 27, 30, 36, 39, 42 \u884c\u76ee\u306e\u7b26\u53f7\u306f\u9006\u8ee2\u3057\u307e\u3059\uff0e<\/p>\n
4. c-index \u3092\u8a08\u7b97\u3059\u308b<\/h3>\n<\/p>\n\u3000\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u3068\u751f\u5b58\u306e\u95a2\u4fc2\u304c  (1) \u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\uff0c(2) \u4e00\u81f4\u3057\u3066\u3044\u306a\u3044\u304b\uff0c(3) \u4e0d\u660e\u304b\u3067\u7d50\u679c\u3092\u5834\u5408\u5206\u3051\u3057\u305d\u308c\u305e\u308c\u306e\u500b\u6570\u3092\u30ab\u30a6\u30f3\u30c8\u3057\u307e\u3059\uff0e(1)\/((1)+(2)) \u306e\u6bd4\u7387\u304c c-index \u3067\u3059\uff0e\u4e0a\u8a18\u3067\u306f n1\/k, n2\/k, n3\/k \u304c\u305d\u308c\u305e\u308c\u306e\u30e2\u30c7\u30eb\u306e c-index \u3068\u306a\u308a\u307e\u3059\uff0ec-index \u306f 0 \u304b\u3089 1 \u307e\u3067\u306e\u5024\u3092\u53d6\u308a\u307e\u3059\u304c\uff0c0.5 \u306e\u5834\u5408\u306f\u5168\u304f\u9069\u5408\u3057\u3066\u3044\u306a\u3044\u3068\u8a55\u4fa1\u3057\u307e\u3059\uff0e0 \u307e\u305f\u306f 1 \u306b\u8fd1\u3044\u307b\u3069\u9069\u5408\u304c\u826f\u3044\u3068\u8a55\u4fa1\u3057\u307e\u3059\uff0e<\/p>\n
\nDraw a pair of patients and determine which patient lived longer from his baseline evaluation. Survival times can be validly compared either when both patients have died, or when one has died and the other's followup time has exceeded the survival time of the first. If both patients are still alive, which will live longer is not known, and that pair of patients is not used in the analysis. Otherwise, it can be determined whether the patient with the higher prognostic score (ie, the weighted combination of baseline and test variables used to predict survival) also had the longer survival time. The process is repeated until all possible pairs of patients have been examined. Of the pairs of patients for which the ordering of survival time s could be\u3000inferred, the fraction of pairs such that the patient with the higher score had the longer survival time will be denoted by c.<\/p>\n
The index c estimates the probability that, of two randomly chosen patients, the patient with the higher prognostic score will outlive the patient with the lower prognostic score. Values of c near .5 indicate that the prognostic score is no better than a coin-flip in determining which patient will live longer. Values of c near 0 or 1 indicate the baseline data virtually always determine which patient has a better prognosis. The c index measures a probability; many clinicians are more used to dealing with a correlation index that ranges from -1 to +1. A Kendall or Goodman-Kruskal type of correlation index can easily be constructed by calculating γ = 2(c - .5), where γ is the estimated probability that the prognostic score correctly orders prognosis for a pair of patients minus the probability that it incorrectly orders prognosis. When the prognostic score is unrelated to survival time, gamma is zero. When gamma = .5, the relationship between the prognostic score and survival time is halfway between a random relationship and a perfect relationship, and the corresponding c value is .75.<\/p>\n<\/blockquote>\n
\u53c2\u7167\uff1a
\nFrank E. Harrell Jr, et al: Evaluating the Yield of Medical Tests. JAMA. 1982; 247 (18): 2543 - 2546<\/a>
\n\u68ee\u5be6\u654f\u592b\uff1a\u591a\u5909\u91cf\u30e2\u30c7\u30eb\uff0c\u3042\u3044\u307f\u3063\u304f\uff0c2008; 29 (3): 8 - 12\uff08\u56fd\u969b\u533b\u5b66\u60c5\u5831\u30bb\u30f3\u30bf\u30fc\uff09<\/a>
\n<\/iframe><iframe src=\"\/\/rcm-fe.amazon-adsystem.com\/e\/cm?lt1=_blank&#038;bc1=000000&#038;IS2=1&#038;bg1=FFFFFF&#038;fc1=000000&#038;lc1=0000FF&#038;t=fujiitoshiki-22&#038;o=9&#038;p=8&#038;l=as4&#038;m=amazon&#038;f=ifr&#038;ref=ss_til&#038;asins=479736761X\" style=\"width:120px;height:240px;\" scrolling=\"no\" marginwidth=\"0\" marginheight=\"0\" frameborder=\"0\"><\/iframe><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u3000\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u306e\u9069\u5408\u5ea6\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u306f\u901a\u5e38\u8d64\u6c60\u60c5\u5831\u91cf\u57fa\u6e96 (AIC) \u3092\u7528\u3044\u307e\u3059\u304c\uff0cHarrell \u3089\u306e\u63d0\u5531\u3059\u308b c-index \u3068\u3044\u3046\u6307\u6a19\u3082\u3042\u308a\u307e\u3059\uff0ec \u7d71\u8a08\u5024\u3068\u3082\u8a00\u3044\uff0c\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u306e\u5c0f\u3055\u3044\uff08\u53c8\u306f\u5927\u304d\u3044\uff09\u75c7\u4f8b\u306e\u65b9\u304c\u751f\u5b58\u671f &hellip; <a href=\"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":6026,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[6,7],"tags":[],"class_list":["post-3913","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-excel","category-statistics"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.9 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u306e\u9069\u5408\u5ea6\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u306f\u901a\u5e38\u8d64\u6c60\u60c5\u5831\u91cf\u57fa\u6e96 (AIC) \u3092\u7528\u3044\u307e\u3059\u304c\uff0cHarrell \u3089\u306e\u63d0\u5531\u3059\u308b c-index \u3068\u3044\u3046\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\uff0e\u65b9\u6cd5\u306f\u5f8c\u8ff0\u3057\u307e\u3059\u304c\uff0cAIC \u3068\u6bd4\u8f03\u3059\u308b\u3068\u73fe\u5728\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9069\u5408\u5ea6\u306e\u307f\u3092\u8a55\u4fa1\u3057\u3066\u304a\u308a\uff0c\u672a\u6765\u306e\u30c7\u30fc\u30bf\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3078\u306e\u8003\u616e\u304c\u306a\u3044\u3088\u3046\u306b\u601d\u3048\u307e\u3059\uff0e\u305d\u306e\u610f\u5473\u3067 overfitting \u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u8a55\u4fa1\u6cd5\u3068\u8a00\u3048\u306a\u304f\u3082\u3042\u308a\u307e\u305b\u3093\uff0e\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"admin\"\/>\n\t<meta name=\"keywords\" content=\"\u591a\u5909\u91cf\u30e2\u30c7\u30eb,\u68ee\u5be6\u654f\u592b,harrell,c-index,c-statistics,c\u7d71\u8a08\u5024,aic,\u6bd4\u4f8b\u30cf\u30b6\u30fc\u30c9\u89e3\u6790,\u30ea\u30b9\u30af\u30b9\u30b3\u30a2,\u751f\u5b58\u671f\u9593,\u8ee2\u5e30,\u6b7b\u4ea1,\u6253\u5207\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.9\" \/>\n\t\t<meta property=\"og:locale\" content=\"ja_JP\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Improve Society | with Database, Statistics and Nutrition\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b | Improve Society\" \/>\n\t\t<meta property=\"og:description\" content=\"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u306e\u9069\u5408\u5ea6\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u306f\u901a\u5e38\u8d64\u6c60\u60c5\u5831\u91cf\u57fa\u6e96 (AIC) \u3092\u7528\u3044\u307e\u3059\u304c\uff0cHarrell \u3089\u306e\u63d0\u5531\u3059\u308b c-index \u3068\u3044\u3046\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\uff0e\u65b9\u6cd5\u306f\u5f8c\u8ff0\u3057\u307e\u3059\u304c\uff0cAIC \u3068\u6bd4\u8f03\u3059\u308b\u3068\u73fe\u5728\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9069\u5408\u5ea6\u306e\u307f\u3092\u8a55\u4fa1\u3057\u3066\u304a\u308a\uff0c\u672a\u6765\u306e\u30c7\u30fc\u30bf\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3078\u306e\u8003\u616e\u304c\u306a\u3044\u3088\u3046\u306b\u601d\u3048\u307e\u3059\uff0e\u305d\u306e\u610f\u5473\u3067 overfitting \u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u8a55\u4fa1\u6cd5\u3068\u8a00\u3048\u306a\u304f\u3082\u3042\u308a\u307e\u305b\u3093\uff0e\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2013-10-17T06:30:51+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2017-04-27T07:03:33+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary\" \/>\n\t\t<meta name=\"twitter:title\" content=\"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b | Improve Society\" \/>\n\t\t<meta name=\"twitter:description\" content=\"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u306e\u9069\u5408\u5ea6\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u306f\u901a\u5e38\u8d64\u6c60\u60c5\u5831\u91cf\u57fa\u6e96 (AIC) \u3092\u7528\u3044\u307e\u3059\u304c\uff0cHarrell \u3089\u306e\u63d0\u5531\u3059\u308b c-index \u3068\u3044\u3046\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\uff0e\u65b9\u6cd5\u306f\u5f8c\u8ff0\u3057\u307e\u3059\u304c\uff0cAIC \u3068\u6bd4\u8f03\u3059\u308b\u3068\u73fe\u5728\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9069\u5408\u5ea6\u306e\u307f\u3092\u8a55\u4fa1\u3057\u3066\u304a\u308a\uff0c\u672a\u6765\u306e\u30c7\u30fc\u30bf\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3078\u306e\u8003\u616e\u304c\u306a\u3044\u3088\u3046\u306b\u601d\u3048\u307e\u3059\uff0e\u305d\u306e\u610f\u5473\u3067 overfitting \u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u8a55\u4fa1\u6cd5\u3068\u8a00\u3048\u306a\u304f\u3082\u3042\u308a\u307e\u305b\u3093\uff0e\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=3913#article\",\"name\":\"\\u591a\\u5909\\u91cf\\u30e2\\u30c7\\u30eb\\u8a55\\u4fa1\\u6cd5\\u306ec-index\\u3092EXCEL VBA\\u3067\\u8a08\\u7b97\\u3059\\u308b | Improve Society\",\"headline\":\"\\u591a\\u5909\\u91cf\\u30e2\\u30c7\\u30eb\\u8a55\\u4fa1\\u6cd5\\u306ec-index\\u3092EXCEL VBA\\u3067\\u8a08\\u7b97\\u3059\\u308b\",\"author\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?author=1#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/#person\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/wp-content\\\/uploads\\\/SpreadSheetIcon.jpg\",\"width\":225,\"height\":225},\"datePublished\":\"2013-10-17T15:30:51+09:00\",\"dateModified\":\"2017-04-27T16:03:33+09:00\",\"inLanguage\":\"ja\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=3913#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=3913#webpage\"},\"articleSection\":\"EXCEL, Statistics\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=3913#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?cat=6#listItem\",\"name\":\"EXCEL\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?cat=6#listItem\",\"position\":2,\"name\":\"EXCEL\",\"item\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?cat=6\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=3913#listItem\",\"name\":\"\\u591a\\u5909\\u91cf\\u30e2\\u30c7\\u30eb\\u8a55\\u4fa1\\u6cd5\\u306ec-index\\u3092EXCEL VBA\\u3067\\u8a08\\u7b97\\u3059\\u308b\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=3913#listItem\",\"position\":3,\"name\":\"\\u591a\\u5909\\u91cf\\u30e2\\u30c7\\u30eb\\u8a55\\u4fa1\\u6cd5\\u306ec-index\\u3092EXCEL VBA\\u3067\\u8a08\\u7b97\\u3059\\u308b\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?cat=6#listItem\",\"name\":\"EXCEL\"}}]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/#person\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=3913#personImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4ae816121e2fdbfad4bfba7268a6d5a7910d91a047394738018fa9b82a7da661?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"admin\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?author=1#author\",\"url\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?author=1\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=3913#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4ae816121e2fdbfad4bfba7268a6d5a7910d91a047394738018fa9b82a7da661?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"admin\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=3913#webpage\",\"url\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=3913\",\"name\":\"\\u591a\\u5909\\u91cf\\u30e2\\u30c7\\u30eb\\u8a55\\u4fa1\\u6cd5\\u306ec-index\\u3092EXCEL VBA\\u3067\\u8a08\\u7b97\\u3059\\u308b | Improve Society\",\"description\":\"\\u591a\\u5909\\u91cf\\u30e2\\u30c7\\u30eb\\u306e\\u9069\\u5408\\u5ea6\\u306e\\u8a55\\u4fa1\\u65b9\\u6cd5\\u306b\\u306f\\u901a\\u5e38\\u8d64\\u6c60\\u60c5\\u5831\\u91cf\\u57fa\\u6e96 (AIC) \\u3092\\u7528\\u3044\\u307e\\u3059\\u304c\\uff0cHarrell \\u3089\\u306e\\u63d0\\u5531\\u3059\\u308b c-index \\u3068\\u3044\\u3046\\u65b9\\u6cd5\\u3082\\u3042\\u308a\\u307e\\u3059\\uff0e\\u65b9\\u6cd5\\u306f\\u5f8c\\u8ff0\\u3057\\u307e\\u3059\\u304c\\uff0cAIC \\u3068\\u6bd4\\u8f03\\u3059\\u308b\\u3068\\u73fe\\u5728\\u306e\\u30c7\\u30fc\\u30bf\\u306b\\u5bfe\\u3059\\u308b\\u9069\\u5408\\u5ea6\\u306e\\u307f\\u3092\\u8a55\\u4fa1\\u3057\\u3066\\u304a\\u308a\\uff0c\\u672a\\u6765\\u306e\\u30c7\\u30fc\\u30bf\\u306e\\u4e88\\u6e2c\\u7cbe\\u5ea6\\u3078\\u306e\\u8003\\u616e\\u304c\\u306a\\u3044\\u3088\\u3046\\u306b\\u601d\\u3048\\u307e\\u3059\\uff0e\\u305d\\u306e\\u610f\\u5473\\u3067 overfitting \\u306e\\u53ef\\u80fd\\u6027\\u304c\\u3042\\u308b\\u8a55\\u4fa1\\u6cd5\\u3068\\u8a00\\u3048\\u306a\\u304f\\u3082\\u3042\\u308a\\u307e\\u305b\\u3093\\uff0e\",\"inLanguage\":\"ja\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=3913#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?author=1#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?author=1#author\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/wp-content\\\/uploads\\\/SpreadSheetIcon.jpg\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=3913\\\/#mainImage\",\"width\":225,\"height\":225},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=3913#mainImage\"},\"datePublished\":\"2013-10-17T15:30:51+09:00\",\"dateModified\":\"2017-04-27T16:03:33+09:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/#website\",\"url\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/\",\"name\":\"Improve Society\",\"description\":\"with Database, Statistics and Nutrition\",\"inLanguage\":\"ja\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/#person\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b | Improve Society","description":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u306e\u9069\u5408\u5ea6\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u306f\u901a\u5e38\u8d64\u6c60\u60c5\u5831\u91cf\u57fa\u6e96 (AIC) \u3092\u7528\u3044\u307e\u3059\u304c\uff0cHarrell \u3089\u306e\u63d0\u5531\u3059\u308b c-index \u3068\u3044\u3046\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\uff0e\u65b9\u6cd5\u306f\u5f8c\u8ff0\u3057\u307e\u3059\u304c\uff0cAIC \u3068\u6bd4\u8f03\u3059\u308b\u3068\u73fe\u5728\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9069\u5408\u5ea6\u306e\u307f\u3092\u8a55\u4fa1\u3057\u3066\u304a\u308a\uff0c\u672a\u6765\u306e\u30c7\u30fc\u30bf\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3078\u306e\u8003\u616e\u304c\u306a\u3044\u3088\u3046\u306b\u601d\u3048\u307e\u3059\uff0e\u305d\u306e\u610f\u5473\u3067 overfitting \u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u8a55\u4fa1\u6cd5\u3068\u8a00\u3048\u306a\u304f\u3082\u3042\u308a\u307e\u305b\u3093\uff0e","canonical_url":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913","robots":"max-image-preview:large","keywords":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb,\u68ee\u5be6\u654f\u592b,harrell,c-index,c-statistics,c\u7d71\u8a08\u5024,aic,\u6bd4\u4f8b\u30cf\u30b6\u30fc\u30c9\u89e3\u6790,\u30ea\u30b9\u30af\u30b9\u30b3\u30a2,\u751f\u5b58\u671f\u9593,\u8ee2\u5e30,\u6b7b\u4ea1,\u6253\u5207","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913#article","name":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b | Improve Society","headline":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b","author":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?author=1#author"},"publisher":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/#person"},"image":{"@type":"ImageObject","url":"https:\/\/www.fujiitoshiki.com\/improvesociety\/wp-content\/uploads\/SpreadSheetIcon.jpg","width":225,"height":225},"datePublished":"2013-10-17T15:30:51+09:00","dateModified":"2017-04-27T16:03:33+09:00","inLanguage":"ja","mainEntityOfPage":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913#webpage"},"isPartOf":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913#webpage"},"articleSection":"EXCEL, Statistics"},{"@type":"BreadcrumbList","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety#listItem","position":1,"name":"Home","item":"https:\/\/www.fujiitoshiki.com\/improvesociety","nextItem":{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?cat=6#listItem","name":"EXCEL"}},{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?cat=6#listItem","position":2,"name":"EXCEL","item":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?cat=6","nextItem":{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913#listItem","name":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b"},"previousItem":{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913#listItem","position":3,"name":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b","previousItem":{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?cat=6#listItem","name":"EXCEL"}}]},{"@type":"Person","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/#person","name":"admin","image":{"@type":"ImageObject","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913#personImage","url":"https:\/\/secure.gravatar.com\/avatar\/4ae816121e2fdbfad4bfba7268a6d5a7910d91a047394738018fa9b82a7da661?s=96&d=mm&r=g","width":96,"height":96,"caption":"admin"}},{"@type":"Person","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?author=1#author","url":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?author=1","name":"admin","image":{"@type":"ImageObject","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/4ae816121e2fdbfad4bfba7268a6d5a7910d91a047394738018fa9b82a7da661?s=96&d=mm&r=g","width":96,"height":96,"caption":"admin"}},{"@type":"WebPage","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913#webpage","url":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913","name":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b | Improve Society","description":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u306e\u9069\u5408\u5ea6\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u306f\u901a\u5e38\u8d64\u6c60\u60c5\u5831\u91cf\u57fa\u6e96 (AIC) \u3092\u7528\u3044\u307e\u3059\u304c\uff0cHarrell \u3089\u306e\u63d0\u5531\u3059\u308b c-index \u3068\u3044\u3046\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\uff0e\u65b9\u6cd5\u306f\u5f8c\u8ff0\u3057\u307e\u3059\u304c\uff0cAIC \u3068\u6bd4\u8f03\u3059\u308b\u3068\u73fe\u5728\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9069\u5408\u5ea6\u306e\u307f\u3092\u8a55\u4fa1\u3057\u3066\u304a\u308a\uff0c\u672a\u6765\u306e\u30c7\u30fc\u30bf\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3078\u306e\u8003\u616e\u304c\u306a\u3044\u3088\u3046\u306b\u601d\u3048\u307e\u3059\uff0e\u305d\u306e\u610f\u5473\u3067 overfitting \u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u8a55\u4fa1\u6cd5\u3068\u8a00\u3048\u306a\u304f\u3082\u3042\u308a\u307e\u305b\u3093\uff0e","inLanguage":"ja","isPartOf":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/#website"},"breadcrumb":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913#breadcrumblist"},"author":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?author=1#author"},"creator":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?author=1#author"},"image":{"@type":"ImageObject","url":"https:\/\/www.fujiitoshiki.com\/improvesociety\/wp-content\/uploads\/SpreadSheetIcon.jpg","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913\/#mainImage","width":225,"height":225},"primaryImageOfPage":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913#mainImage"},"datePublished":"2013-10-17T15:30:51+09:00","dateModified":"2017-04-27T16:03:33+09:00"},{"@type":"WebSite","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/#website","url":"https:\/\/www.fujiitoshiki.com\/improvesociety\/","name":"Improve Society","description":"with Database, Statistics and Nutrition","inLanguage":"ja","publisher":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/#person"}}]},"og:locale":"ja_JP","og:site_name":"Improve Society | with Database, Statistics and Nutrition","og:type":"article","og:title":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b | Improve Society","og:description":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u306e\u9069\u5408\u5ea6\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u306f\u901a\u5e38\u8d64\u6c60\u60c5\u5831\u91cf\u57fa\u6e96 (AIC) \u3092\u7528\u3044\u307e\u3059\u304c\uff0cHarrell \u3089\u306e\u63d0\u5531\u3059\u308b c-index \u3068\u3044\u3046\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\uff0e\u65b9\u6cd5\u306f\u5f8c\u8ff0\u3057\u307e\u3059\u304c\uff0cAIC \u3068\u6bd4\u8f03\u3059\u308b\u3068\u73fe\u5728\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9069\u5408\u5ea6\u306e\u307f\u3092\u8a55\u4fa1\u3057\u3066\u304a\u308a\uff0c\u672a\u6765\u306e\u30c7\u30fc\u30bf\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3078\u306e\u8003\u616e\u304c\u306a\u3044\u3088\u3046\u306b\u601d\u3048\u307e\u3059\uff0e\u305d\u306e\u610f\u5473\u3067 overfitting \u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u8a55\u4fa1\u6cd5\u3068\u8a00\u3048\u306a\u304f\u3082\u3042\u308a\u307e\u305b\u3093\uff0e","og:url":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913","article:published_time":"2013-10-17T06:30:51+00:00","article:modified_time":"2017-04-27T07:03:33+00:00","twitter:card":"summary","twitter:title":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b | Improve Society","twitter:description":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u306e\u9069\u5408\u5ea6\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u306f\u901a\u5e38\u8d64\u6c60\u60c5\u5831\u91cf\u57fa\u6e96 (AIC) \u3092\u7528\u3044\u307e\u3059\u304c\uff0cHarrell \u3089\u306e\u63d0\u5531\u3059\u308b c-index \u3068\u3044\u3046\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\uff0e\u65b9\u6cd5\u306f\u5f8c\u8ff0\u3057\u307e\u3059\u304c\uff0cAIC \u3068\u6bd4\u8f03\u3059\u308b\u3068\u73fe\u5728\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9069\u5408\u5ea6\u306e\u307f\u3092\u8a55\u4fa1\u3057\u3066\u304a\u308a\uff0c\u672a\u6765\u306e\u30c7\u30fc\u30bf\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3078\u306e\u8003\u616e\u304c\u306a\u3044\u3088\u3046\u306b\u601d\u3048\u307e\u3059\uff0e\u305d\u306e\u610f\u5473\u3067 overfitting \u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u8a55\u4fa1\u6cd5\u3068\u8a00\u3048\u306a\u304f\u3082\u3042\u308a\u307e\u305b\u3093\uff0e"},"aioseo_meta_data":{"post_id":"3913","title":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b | #site_title","description":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u306e\u9069\u5408\u5ea6\u306e\u8a55\u4fa1\u65b9\u6cd5\u306b\u306f\u901a\u5e38\u8d64\u6c60\u60c5\u5831\u91cf\u57fa\u6e96 (AIC) \u3092\u7528\u3044\u307e\u3059\u304c\uff0cHarrell \u3089\u306e\u63d0\u5531\u3059\u308b c-index \u3068\u3044\u3046\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\uff0e\u65b9\u6cd5\u306f\u5f8c\u8ff0\u3057\u307e\u3059\u304c\uff0cAIC \u3068\u6bd4\u8f03\u3059\u308b\u3068\u73fe\u5728\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9069\u5408\u5ea6\u306e\u307f\u3092\u8a55\u4fa1\u3057\u3066\u304a\u308a\uff0c\u672a\u6765\u306e\u30c7\u30fc\u30bf\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3078\u306e\u8003\u616e\u304c\u306a\u3044\u3088\u3046\u306b\u601d\u3048\u307e\u3059\uff0e\u305d\u306e\u610f\u5473\u3067 overfitting \u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u8a55\u4fa1\u6cd5\u3068\u8a00\u3048\u306a\u304f\u3082\u3042\u308a\u307e\u305b\u3093\uff0e","keywords":[{"label":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb","value":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb"},{"label":"\u68ee\u5be6\u654f\u592b","value":"\u68ee\u5be6\u654f\u592b"},{"label":"Harrell","value":"Harrell"},{"label":"c-index","value":"c-index"},{"label":"c-statistics","value":"c-statistics"},{"label":"c\u7d71\u8a08\u5024","value":"c\u7d71\u8a08\u5024"},{"label":"AIC","value":"AIC"},{"label":"\u6bd4\u4f8b\u30cf\u30b6\u30fc\u30c9\u89e3\u6790","value":"\u6bd4\u4f8b\u30cf\u30b6\u30fc\u30c9\u89e3\u6790"},{"label":"\u30ea\u30b9\u30af\u30b9\u30b3\u30a2","value":"\u30ea\u30b9\u30af\u30b9\u30b3\u30a2"},{"label":"\u751f\u5b58\u671f\u9593","value":"\u751f\u5b58\u671f\u9593"},{"label":"\u8ee2\u5e30","value":"\u8ee2\u5e30"},{"label":"\u6b7b\u4ea1","value":"\u6b7b\u4ea1"},{"label":"\u6253\u5207","value":"\u6253\u5207"}],"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"location":null,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2020-12-21 23:41:52","updated":"2025-06-04 05:05:25","seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.fujiitoshiki.com\/improvesociety\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.fujiitoshiki.com\/improvesociety\/?cat=6\" title=\"EXCEL\">EXCEL<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/www.fujiitoshiki.com\/improvesociety"},{"label":"EXCEL","link":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?cat=6"},{"label":"\u591a\u5909\u91cf\u30e2\u30c7\u30eb\u8a55\u4fa1\u6cd5\u306ec-index\u3092EXCEL VBA\u3067\u8a08\u7b97\u3059\u308b","link":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=3913"}],"_links":{"self":[{"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=\/wp\/v2\/posts\/3913","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3913"}],"version-history":[{"count":68,"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=\/wp\/v2\/posts\/3913\/revisions"}],"predecessor-version":[{"id":3985,"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=\/wp\/v2\/posts\/3913\/revisions\/3985"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=\/wp\/v2\/media\/6026"}],"wp:attachment":[{"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3913"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3913"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3913"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}