CD ROM Paradise Collection 4

home *** CD-ROM | disk | FTP | other *** search

/ CD ROM Paradise Collection 4 / CD ROM Paradise Collection 4 1995 Nov.iso / science / normix21.zip / NORMIX21 / ANSWERS / ARTIF.PRT next >

Wrap

Text File | 1995-01-11 | 105KB | 2,110 lines

PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Hierarchical Grouping Number of Groups Rank Item Kmeans Stage ID 1 5 10 15 20 25 30 1 -1 1 0 A-001 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 63 1 151 A-063 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 3 29 1 151 A-029 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 4 43 1 151 A-043 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 5 -36 2 86 A-036 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 6 56 2 151 A-056 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 7 -16 3 61 A-016 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 8 40 3 151 A-040 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 9 22 3 151 A-022 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 10 -57 4 110 A-057 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 11 -10 5 34 A-010 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 12 -42 6 117 A-042 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 13 74 6 151 A-074 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 14 -197 7 108 C-072 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 15 182 7 151 C-057 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 16 -2 8 23 A-002 X X X X X X X X X X X X X X X X X X X X X X X . . . . . . . 17 6 8 151 A-006 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 18 5 8 151 A-005 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 19 -55 9 105 A-055 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 20 -65 10 84 A-065 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 21 75 10 151 A-075 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 22 -8 11 47 A-008 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 23 41 11 151 A-041 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 24 -15 12 118 A-015 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 25 -31 13 96 A-031 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 26 -12 14 15 A-012 X X X X X X X X X X X X X X X . . . . . . . . . . . . . . . 27 -52 15 87 A-052 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 28 -60 16 137 A-060 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 29 -7 17 13 A-007 X X X X X X X X X X X X X . . . . . . . . . . . . . . . . . 30 27 17 151 A-027 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 31 66 17 151 A-066 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 32 -54 18 142 A-054 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 33 -21 19 57 A-001 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 34 47 19 151 A-047 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 35 61 19 151 A-061 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 36 -26 20 35 A-026 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 37 50 20 151 A-050 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 38 -45 21 141 A-045 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 39 69 21 151 A-069 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 40 46 21 151 A-046 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 41 -30 22 73 A-030 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 42 58 22 151 A-058 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 43 -67 23 98 A-067 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 44 70 23 151 A-070 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 45 -9 24 8 A-009 X X X X X X X X . . . . . . . . . . . . . . . . . . . . . . 46 34 24 151 A-034 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 47 -51 25 91 A-051 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 48 -48 26 39 A-048 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 49 -11 27 24 A-011 X X X X X X X X X X X X X X X X X X X X X X X X . . . . . . 50 -49 28 134 A-049 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X Hierarchical Grouping Number of Groups Rank Item Kmeans Stage ID 1 5 10 15 20 25 30 51 -23 29 111 A-023 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 52 28 29 151 A-028 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 53 -17 30 76 A-017 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 54 -33 31 33 A-033 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 55 -64 32 131 A-064 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 56 -13 33 3 A-013 X X X . . . . . . . . . . . . . . . . . . . . . . . . . . . 57 -38 34 72 A-038 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 58 -62 35 100 A-062 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 59 -20 36 51 A-020 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 60 -14 37 30 A-014 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 61 19 37 151 A-019 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 62 -152 38 103 C-027 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 63 -213 39 50 C-088 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 64 -18 40 12 A-018 X X X X X X X X X X X X . . . . . . . . . . . . . . . . . . 65 32 40 151 A-032 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 66 -25 41 121 A-025 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 67 -225 42 149 C-100 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 68 -216 43 69 C-091 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 69 -24 44 29 A-024 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X . 70 -53 45 140 A-053 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 71 -37 46 71 A-037 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 72 -72 47 128 A-072 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 73 134 47 151 C-009 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 74 -35 48 38 A-035 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 75 -71 49 129 A-071 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 76 -73 50 79 A-073 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 77 -3 51 1 A-003 X . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 78 -214 52 94 C-089 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 79 -166 53 41 C-041 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 80 -157 54 125 C-032 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 81 205 54 151 C-080 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 82 -222 55 90 C-097 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 83 147 55 151 C-022 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 84 -168 56 22 C-043 X X X X X X X X X X X X X X X X X X X X X X . . . . . . . . 85 -129 57 95 C-004 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 86 -220 58 62 C-095 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 87 -161 59 10 C-036 X X X X X X X X X X . . . . . . . . . . . . . . . . . . . . 88 133 59 151 C-008 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 89 -146 60 148 C-021 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 90 -187 61 80 C-062 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 91 -175 62 53 C-050 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 92 150 62 151 C-025 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 93 192 62 151 C-067 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 94 -200 63 75 C-075 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 95 162 63 151 C-037 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 96 -159 64 139 C-034 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 97 -183 65 25 C-058 X X X X X X X X X X X X X X X X X X X X X X X X X . . . . . 98 151 65 151 C-026 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 99 141 65 151 C-016 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 100 179 65 151 C-054 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X Hierarchical Grouping Number of Groups Rank Item Kmeans Stage ID 1 5 10 15 20 25 30 101 194 65 151 C-069 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 102 -215 66 83 C-090 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 103 176 66 151 C-051 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 104 -158 67 55 C-033 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 105 219 67 151 C-094 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 106 -224 68 130 C-099 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 107 -202 69 7 C-077 X X X X X X X . . . . . . . . . . . . . . . . . . . . . . . 108 160 69 151 C-035 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 109 203 69 151 C-078 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 110 -190 70 70 C-065 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 111 206 70 151 C-081 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 112 -186 71 138 C-061 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 113 139 71 151 C-014 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 114 191 71 151 C-066 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 115 -209 72 59 C-084 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 116 -184 73 123 C-059 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 117 -153 74 27 C-028 X X X X X X X X X X X X X X X X X X X X X X X X X X X . . . 118 -198 75 133 C-073 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 119 -201 76 115 C-076 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 120 -140 77 66 C-015 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 121 145 77 151 C-020 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 122 -212 78 20 C-087 X X X X X X X X X X X X X X X X X X X X . . . . . . . . . . 123 -163 79 126 C-038 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 124 -196 80 16 C-071 X X X X X X X X X X X X X X X X . . . . . . . . . . . . . . 125 -207 81 116 C-082 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 126 -131 82 82 C-006 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 127 -195 83 40 C-070 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 128 -4 84 4 A-004 X X X X . . . . . . . . . . . . . . . . . . . . . . . . . . 129 -92 85 112 B-017 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 130 108 85 151 B-033 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 131 -39 86 43 A-039 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 132 -155 87 145 C-030 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 133 -59 88 97 A-059 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 134 -204 89 60 C-079 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 135 172 89 151 C-047 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 136 181 89 151 C-056 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 137 -221 90 19 C-096 X X X X X X X X X X X X X X X X X X X . . . . . . . . . . . 138 126 90 151 C-001 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 139 193 90 151 C-068 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 140 -154 91 114 C-029 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 141 -68 92 52 A-068 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 142 218 92 151 C-093 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 143 -170 93 92 C-045 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 144 138 93 151 C-013 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 145 223 93 151 C-098 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 146 -173 94 11 C-048 X X X X X X X X X X X . . . . . . . . . . . . . . . . . . . 147 130 94 151 C-005 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 148 174 94 151 C-049 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 149 -208 95 144 C-083 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 150 -217 96 45 C-092 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X Hierarchical Grouping Number of Groups Rank Item Kmeans Stage ID 1 5 10 15 20 25 30 151 188 96 151 C-063 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 152 165 96 151 C-040 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 153 -156 97 74 C-031 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 154 128 97 151 C-003 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 155 -142 98 122 C-017 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 156 180 98 151 C-055 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 157 -210 99 36 C-085 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 158 148 99 151 C-023 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 159 -185 100 65 C-060 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 160 189 100 151 C-064 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 161 -178 101 124 C-053 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 162 -169 102 6 C-044 X X X X X X . . . . . . . . . . . . . . . . . . . . . . . . 163 112 102 151 B-037 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 164 177 102 151 C-052 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 165 -114 103 107 B-039 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 166 136 103 151 C-011 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 167 132 103 151 C-007 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 168 -167 104 68 C-042 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 169 149 104 151 C-024 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 170 117 104 151 B-042 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 171 -98 105 44 B-023 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 172 -105 106 120 B-030 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 173 -99 107 93 B-024 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 174 -88 108 42 B-013 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 175 110 108 151 B-035 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 176 143 108 151 C-018 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 177 -164 109 14 C-039 X X X X X X X X X X X X X X . . . . . . . . . . . . . . . . 178 127 109 151 C-002 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 179 -79 110 81 B-004 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 180 -119 111 56 B-044 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 181 -135 112 31 C-010 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 182 144 112 151 C-019 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 183 -211 113 136 C-086 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 184 -199 114 67 C-074 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 185 -171 115 127 C-046 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 186 -44 116 2 A-044 X X . . . . . . . . . . . . . . . . . . . . . . . . . . . . 187 -101 117 88 B-026 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 188 -82 118 64 B-007 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 189 -83 119 17 B-008 X X X X X X X X X X X X X X X X X . . . . . . . . . . . . . 190 -103 120 119 B-028 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 191 -96 121 102 B-021 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 192 -86 122 77 B-011 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 193 -87 123 32 B-012 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 194 -111 124 135 B-036 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 195 -113 125 89 B-038 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 196 -85 126 21 B-010 X X X X X X X X X X X X X X X X X X X X X . . . . . . . . . 197 -104 127 37 B-029 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 198 -118 128 147 B-043 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 199 -106 129 106 B-031 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 200 -76 130 5 B-001 X X X X X . . . . . . . . . . . . . . . . . . . . . . . . . Hierarchical Grouping Number of Groups Rank Item Kmeans Stage ID 1 5 10 15 20 25 30 201 90 130 151 B-015 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 202 -80 131 54 B-005 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 203 -102 132 109 B-027 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 204 120 132 151 B-045 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 205 125 132 151 B-050 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 206 -115 133 58 B-040 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 207 -122 134 101 B-047 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 208 -116 135 26 B-041 X X X X X X X X X X X X X X X X X X X X X X X X X X . . . . 209 -121 136 99 B-046 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 210 -137 137 146 C-012 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 211 -123 138 85 B-048 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 212 -77 139 9 B-002 X X X X X X X X X . . . . . . . . . . . . . . . . . . . . . 213 -89 140 143 B-014 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 214 -78 141 63 B-003 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 215 91 141 151 B-016 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 216 -81 142 49 B-006 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 217 -95 143 113 B-020 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 218 -94 144 28 B-019 X X X X X X X X X X X X X X X X X X X X X X X X X X X X . . 219 100 144 151 B-025 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 220 -109 145 78 B-034 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 221 -84 146 18 B-009 X X X X X X X X X X X X X X X X X X . . . . . . . . . . . . 222 -124 147 104 B-049 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 223 -93 148 48 B-018 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 224 -97 149 132 B-022 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X 225 -107 150 46 B-032 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Sample Size = 225 Number of Variables = 2 Number of Types = 1 Iteration Number 0 Log Likelihood of 1 Types in this sample = .00000000 Characteristics of the Whole Sample Means 1 2 .4577 .2992 Standard Deviations 1 2 1.3807 1.4709 Correlations 1 2 1.0000 .1849 .1849 1.0000 Characteristics of Type 1 The Proportion of the Population from this Type= 1.000 Means 1 2 .4577 .2992 Standard Deviations 1 2 1.3807 1.4709 Correlations 1 2 1.0000 .1849 .1849 1.0000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Iteration 1 Log likelihood of 1 types in this sample = -380.48930 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Sample Size = 225 Number of Variables = 2 Number of Types = 1 Iteration Number 2 Log Likelihood of 1 Types in this sample = -380.48930 Characteristics of the Whole Sample Means 1 2 .4577 .2992 Standard Deviations 1 2 1.3807 1.4709 Correlations 1 2 1.0000 .1849 .1849 1.0000 Characteristics of Type 1 The Proportion of the Population from this Type= 1.000 Means 1 2 .4577 .2992 Standard Deviations 1 2 1.3807 1.4709 Correlations 1 2 1.0000 .1849 .1849 1.0000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Sample Size = 225 Number of Variables = 2 Number of Types = 2 Iteration Number 0 Log Likelihood of 2 Types in this sample = -380.48930 Characteristics of the Whole Sample Means 1 2 .4577 .2992 Standard Deviations 1 2 1.3807 1.4709 Correlations 1 2 1.0000 .1849 .1849 1.0000 Characteristics of Type 1 The Proportion of the Population from this Type= .338 Means 1 2 .1897 -1.3703 Standard Deviations 1 2 1.3674 .8613 Correlations 1 2 1.0000 .1251 .1251 1.0000 Characteristics of Type 2 The Proportion of the Population from this Type= .662 Means 1 2 .5944 1.1507 Standard Deviations 1 2 1.3674 .8613 Correlations 1 2 1.0000 .1251 .1251 1.0000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Iteration 1 Log likelihood of 2 types in this sample = -378.69858 Iteration 2 Log likelihood of 2 types in this sample = -360.50925 Iteration 3 Log likelihood of 2 types in this sample = -359.91908 Iteration 4 Log likelihood of 2 types in this sample = -359.66449 Iteration 5 Log likelihood of 2 types in this sample = -359.50240 Iteration 6 Log likelihood of 2 types in this sample = -359.38493 Iteration 7 Log likelihood of 2 types in this sample = -359.29516 Iteration 8 Log likelihood of 2 types in this sample = -359.22516 Iteration 9 Log likelihood of 2 types in this sample = -359.17021 Iteration 10 Log likelihood of 2 types in this sample = -359.12696 Iteration 11 Log likelihood of 2 types in this sample = -359.09291 Iteration 12 Log likelihood of 2 types in this sample = -359.06609 Iteration 13 Log likelihood of 2 types in this sample = -359.04495 Iteration 14 Log likelihood of 2 types in this sample = -359.09733 Iteration 15 Log likelihood of 2 types in this sample = -358.97550 Iteration 16 Log likelihood of 2 types in this sample = -358.97230 Iteration 17 Log likelihood of 2 types in this sample = -359.01479 Iteration 18 Log likelihood of 2 types in this sample = -358.96548 Iteration 19 Log likelihood of 2 types in this sample = -358.96476 Iteration 20 Log likelihood of 2 types in this sample = -358.96478 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Sample Size = 225 Number of Variables = 2 Number of Types = 2 Iteration Number 21 Log Likelihood of 2 Types in this sample = -358.96472 Characteristics of the Whole Sample Means 1 2 .4577 .2992 Standard Deviations 1 2 1.3807 1.4709 Correlations 1 2 1.0000 .1849 .1849 1.0000 Characteristics of Type 1 The Proportion of the Population from this Type= .328 Means 1 2 .0675 -1.3244 Standard Deviations 1 2 1.2255 .4911 Correlations 1 2 1.0000 .1507 .1507 1.0000 Characteristics of Type 2 The Proportion of the Population from this Type= .672 Means 1 2 .6483 1.0923 Standard Deviations 1 2 1.4118 1.0890 Correlations 1 2 1.0000 .0351 .0351 1.0000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 1 A-001 1 .954 .046 2 A-002 1 .964 .036 3 A-003 2 .109 .891 4 A-004 2 .044 .956 5 A-005 1 .957 .043 6 A-006 1 .964 .036 7 A-007 1 .957 .043 8 A-008 1 .968 .032 9 A-009 1 .963 .037 10 A-010 1 .737 .263 11 A-011 1 .943 .057 12 A-012 1 .949 .051 13 A-013 1 .690 .310 14 A-014 1 .694 .306 15 A-015 1 .969 .031 16 A-016 1 .926 .074 17 A-017 1 .965 .035 18 A-018 1 .876 .124 19 A-019 1 .678 .322 20 A-020 1 .753 .247 21 A-001 1 .931 .069 22 A-022 1 .943 .057 23 A-023 1 .962 .038 24 A-024 1 .870 .130 25 A-025 1 .866 .134 26 A-026 1 .905 .095 27 A-027 1 .956 .044 28 A-028 1 .960 .040 29 A-029 1 .961 .039 30 A-030 1 .796 .204 31 A-031 1 .974 .026 32 A-032 1 .880 .120 33 A-033 1 .803 .197 34 A-034 1 .971 .029 35 A-035 1 .943 .057 36 A-036 1 .914 .086 37 A-037 1 .909 .091 38 A-038 1 .870 .130 39 A-039 1 .542 .458 40 A-040 1 .928 .072 41 A-041 1 .967 .033 42 A-042 1 .886 .114 43 A-043 1 .955 .045 44 A-044 1 .666 .334 45 A-045 1 .884 .116 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 46 A-046 1 .904 .096 47 A-047 1 .946 .054 48 A-048 1 .964 .036 49 A-049 1 .927 .073 50 A-050 1 .910 .090 51 A-051 1 .971 .029 52 A-052 1 .919 .081 53 A-053 1 .911 .089 54 A-054 1 .946 .054 55 A-055 1 .955 .045 56 A-056 1 .930 .070 57 A-057 1 .921 .079 58 A-058 1 .787 .213 59 A-059 1 .725 .275 60 A-060 1 .932 .068 61 A-061 1 .941 .059 62 A-062 1 .855 .145 63 A-063 1 .959 .041 64 A-064 1 .582 .418 65 A-065 1 .969 .031 66 A-066 1 .960 .040 67 A-067 1 .833 .167 68 A-068 2 .290 .710 69 A-069 1 .882 .118 70 A-070 1 .761 .239 71 A-071 1 .951 .049 72 A-072 1 .939 .061 73 A-073 1 .929 .071 74 A-074 1 .859 .141 75 A-075 1 .970 .030 76 B-001 2 .000 1.000 77 B-002 2 .000 1.000 78 B-003 2 .000 1.000 79 B-004 2 .000 1.000 80 B-005 2 .000 1.000 81 B-006 2 .000 1.000 82 B-007 2 .058 .942 83 B-008 2 .004 .996 84 B-009 2 .000 1.000 85 B-010 2 .000 1.000 86 B-011 2 .000 1.000 87 B-012 2 .000 1.000 88 B-013 2 .000 1.000 89 B-014 2 .000 1.000 90 B-015 2 .000 1.000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 91 B-016 2 .000 1.000 92 B-017 2 .060 .940 93 B-018 2 .000 1.000 94 B-019 2 .000 1.000 95 B-020 2 .000 1.000 96 B-021 2 .003 .997 97 B-022 2 .000 1.000 98 B-023 2 .000 1.000 99 B-024 2 .001 .999 100 B-025 2 .000 1.000 101 B-026 2 .193 .807 102 B-027 2 .000 1.000 103 B-028 2 .000 1.000 104 B-029 2 .000 1.000 105 B-030 2 .000 1.000 106 B-031 2 .000 1.000 107 B-032 2 .000 1.000 108 B-033 2 .074 .926 109 B-034 2 .000 1.000 110 B-035 2 .000 1.000 111 B-036 2 .000 1.000 112 B-037 2 .000 1.000 113 B-038 2 .000 1.000 114 B-039 2 .000 1.000 115 B-040 2 .000 1.000 116 B-041 2 .000 1.000 117 B-042 2 .000 1.000 118 B-043 2 .000 1.000 119 B-044 2 .000 1.000 120 B-045 2 .000 1.000 121 B-046 2 .000 1.000 122 B-047 2 .000 1.000 123 B-048 2 .000 1.000 124 B-049 2 .000 1.000 125 B-050 2 .000 1.000 126 C-001 2 .214 .786 127 C-002 2 .000 1.000 128 C-003 2 .001 .999 129 C-004 2 .000 1.000 130 C-005 2 .003 .997 131 C-006 2 .000 1.000 132 C-007 2 .000 1.000 133 C-008 2 .000 1.000 134 C-009 1 .934 .066 135 C-010 2 .000 1.000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 136 C-011 2 .000 1.000 137 C-012 2 .000 1.000 138 C-013 1 .515 .485 139 C-014 2 .000 1.000 140 C-015 2 .000 1.000 141 C-016 2 .000 1.000 142 C-017 2 .001 .999 143 C-018 2 .000 1.000 144 C-019 2 .000 1.000 145 C-020 2 .000 1.000 146 C-021 2 .000 1.000 147 C-022 2 .009 .991 148 C-023 2 .007 .993 149 C-024 2 .000 1.000 150 C-025 2 .000 1.000 151 C-026 2 .000 1.000 152 C-027 2 .485 .515 153 C-028 2 .000 1.000 154 C-029 2 .100 .900 155 C-030 2 .470 .530 156 C-031 2 .001 .999 157 C-032 2 .009 .991 158 C-033 2 .001 .999 159 C-034 2 .000 1.000 160 C-035 2 .000 1.000 161 C-036 2 .000 1.000 162 C-037 2 .000 1.000 163 C-038 2 .000 1.000 164 C-039 2 .000 1.000 165 C-040 2 .000 1.000 166 C-041 2 .003 .997 167 C-042 2 .000 1.000 168 C-043 2 .000 1.000 169 C-044 2 .000 1.000 170 C-045 2 .376 .624 171 C-046 2 .000 1.000 172 C-047 2 .227 .773 173 C-048 2 .003 .997 174 C-049 2 .007 .993 175 C-050 2 .000 1.000 176 C-051 2 .000 1.000 177 C-052 2 .000 1.000 178 C-053 2 .009 .991 179 C-054 2 .000 1.000 180 C-055 2 .001 .999 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 181 C-056 2 .157 .843 182 C-057 1 .830 .170 183 C-058 2 .000 1.000 184 C-059 2 .000 1.000 185 C-060 2 .059 .941 186 C-061 2 .000 1.000 187 C-062 2 .000 1.000 188 C-063 2 .000 1.000 189 C-064 2 .030 .970 190 C-065 2 .000 1.000 191 C-066 2 .000 1.000 192 C-067 2 .000 1.000 193 C-068 2 .211 .789 194 C-069 2 .000 1.000 195 C-070 2 .000 1.000 196 C-071 2 .000 1.000 197 C-072 1 .857 .143 198 C-073 2 .000 1.000 199 C-074 2 .000 1.000 200 C-075 2 .000 1.000 201 C-076 2 .000 1.000 202 C-077 2 .000 1.000 203 C-078 2 .000 1.000 204 C-079 2 .140 .860 205 C-080 2 .011 .989 206 C-081 2 .000 1.000 207 C-082 2 .000 1.000 208 C-083 2 .016 .984 209 C-084 2 .000 1.000 210 C-085 2 .006 .994 211 C-086 2 .000 1.000 212 C-087 2 .000 1.000 213 C-088 2 .159 .841 214 C-089 2 .065 .935 215 C-090 2 .000 1.000 216 C-091 1 .821 .179 217 C-092 2 .000 1.000 218 C-093 1 .526 .474 219 C-094 2 .000 1.000 220 C-095 2 .001 .999 221 C-096 2 .169 .831 222 C-097 2 .004 .996 223 C-098 2 .472 .528 224 C-099 2 .000 1.000 225 C-100 1 .905 .095 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Members of Cluster 1 Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID 1 A-001 2 A-002 5 A-005 6 A-006 7 A-007 8 A-008 9 A-009 10 A-010 11 A-011 12 A-012 13 A-013 14 A-014 15 A-015 16 A-016 17 A-017 18 A-018 19 A-019 20 A-020 21 A-001 22 A-022 23 A-023 24 A-024 25 A-025 26 A-026 27 A-027 28 A-028 29 A-029 30 A-030 31 A-031 32 A-032 33 A-033 34 A-034 35 A-035 36 A-036 37 A-037 38 A-038 39 A-039 40 A-040 41 A-041 42 A-042 43 A-043 44 A-044 45 A-045 46 A-046 47 A-047 48 A-048 49 A-049 50 A-050 51 A-051 52 A-052 53 A-053 54 A-054 55 A-055 56 A-056 57 A-057 58 A-058 59 A-059 60 A-060 61 A-061 62 A-062 63 A-063 64 A-064 65 A-065 66 A-066 67 A-067 69 A-069 70 A-070 71 A-071 72 A-072 73 A-073 74 A-074 75 A-075 134 C-009 138 C-013 182 C-057 197 C-072 216 C-091 218 C-093 225 C-100 Members of Cluster 2 Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID 3 A-003 4 A-004 68 A-068 76 B-001 77 B-002 78 B-003 79 B-004 80 B-005 81 B-006 82 B-007 83 B-008 84 B-009 85 B-010 86 B-011 87 B-012 88 B-013 89 B-014 90 B-015 91 B-016 92 B-017 93 B-018 94 B-019 95 B-020 96 B-021 97 B-022 98 B-023 99 B-024 100 B-025 101 B-026 102 B-027 103 B-028 104 B-029 105 B-030 106 B-031 107 B-032 108 B-033 109 B-034 110 B-035 111 B-036 112 B-037 113 B-038 114 B-039 115 B-040 116 B-041 117 B-042 118 B-043 119 B-044 120 B-045 121 B-046 122 B-047 123 B-048 124 B-049 125 B-050 126 C-001 127 C-002 128 C-003 129 C-004 130 C-005 131 C-006 132 C-007 133 C-008 135 C-010 136 C-011 137 C-012 139 C-014 140 C-015 141 C-016 142 C-017 143 C-018 144 C-019 145 C-020 146 C-021 147 C-022 148 C-023 149 C-024 150 C-025 151 C-026 152 C-027 153 C-028 154 C-029 155 C-030 156 C-031 157 C-032 158 C-033 159 C-034 160 C-035 161 C-036 162 C-037 163 C-038 164 C-039 165 C-040 166 C-041 167 C-042 168 C-043 169 C-044 170 C-045 171 C-046 172 C-047 173 C-048 174 C-049 175 C-050 176 C-051 177 C-052 178 C-053 179 C-054 180 C-055 181 C-056 183 C-058 184 C-059 185 C-060 186 C-061 187 C-062 188 C-063 189 C-064 190 C-065 191 C-066 192 C-067 193 C-068 194 C-069 195 C-070 196 C-071 198 C-073 199 C-074 200 C-075 201 C-076 202 C-077 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Members of Cluster 2 Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID 203 C-078 204 C-079 205 C-080 206 C-081 207 C-082 208 C-083 209 C-084 210 C-085 211 C-086 212 C-087 213 C-088 214 C-089 215 C-090 217 C-092 219 C-094 220 C-095 221 C-096 222 C-097 223 C-098 224 C-099 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Logarithm of likelihood ratio of 2 to 1 types= .21524586E+02 Pseudo Chi-square with 10 degrees of freedom= 42.38 "Probability" of null hypothesis= .00000642 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Sample Size = 225 Number of Variables = 2 Number of Types = 3 Iteration Number 0 Log Likelihood of 3 Types in this sample = -358.96472 Characteristics of the Whole Sample Means 1 2 .4577 .2992 Standard Deviations 1 2 1.3807 1.4709 Correlations 1 2 1.0000 .1849 .1849 1.0000 Characteristics of Type 1 The Proportion of the Population from this Type= .338 Means 1 2 .1897 -1.3703 Standard Deviations 1 2 1.0764 .8065 Correlations 1 2 1.0000 .4634 .4634 1.0000 Characteristics of Type 2 The Proportion of the Population from this Type= .484 Means 1 2 1.2221 .9257 Standard Deviations 1 2 1.0764 .8065 Correlations 1 2 1.0000 .4634 .4634 1.0000 Characteristics of Type 3 The Proportion of the Population from this Type= .178 Means 1 2 -1.1162 1.7640 Standard Deviations 1 2 1.0764 .8065 Correlations 1 2 1.0000 .4634 .4634 1.0000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Iteration 1 Log likelihood of 3 types in this sample = -367.51398 Iteration 2 Log likelihood of 3 types in this sample = -342.90146 Iteration 3 Log likelihood of 3 types in this sample = -341.25388 Iteration 4 Log likelihood of 3 types in this sample = -340.86159 Iteration 5 Log likelihood of 3 types in this sample = -340.71520 Iteration 6 Log likelihood of 3 types in this sample = -340.62396 Iteration 7 Log likelihood of 3 types in this sample = -340.55649 Iteration 8 Log likelihood of 3 types in this sample = -340.50542 Iteration 9 Log likelihood of 3 types in this sample = -340.46707 Iteration 10 Log likelihood of 3 types in this sample = -340.43865 Iteration 11 Log likelihood of 3 types in this sample = -340.41784 Iteration 12 Log likelihood of 3 types in this sample = -340.40274 Iteration 13 Log likelihood of 3 types in this sample = -340.39187 Iteration 14 Log likelihood of 3 types in this sample = -340.39764 Iteration 15 Log likelihood of 3 types in this sample = -340.36770 Iteration 16 Log likelihood of 3 types in this sample = -340.36650 Iteration 17 Log likelihood of 3 types in this sample = -340.38682 Iteration 18 Log likelihood of 3 types in this sample = -340.36454 Iteration 19 Log likelihood of 3 types in this sample = -340.36429 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Sample Size = 225 Number of Variables = 2 Number of Types = 3 Iteration Number 20 Log Likelihood of 3 Types in this sample = -340.36419 Characteristics of the Whole Sample Means 1 2 .4577 .2992 Standard Deviations 1 2 1.3807 1.4709 Correlations 1 2 1.0000 .1849 .1849 1.0000 Characteristics of Type 1 The Proportion of the Population from this Type= .346 Means 1 2 .2005 -1.3133 Standard Deviations 1 2 1.2820 .4983 Correlations 1 2 1.0000 .2466 .2466 1.0000 Characteristics of Type 2 The Proportion of the Population from this Type= .485 Means 1 2 1.1895 .9267 Standard Deviations 1 2 1.0387 .9068 Correlations 1 2 1.0000 .5239 .5239 1.0000 Characteristics of Type 3 The Proportion of the Population from this Type= .170 Means 1 2 -1.1093 1.7910 Standard Deviations 1 2 .8279 1.1181 Correlations 1 2 1.0000 .7168 .7168 1.0000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 3 1 A-001 1 .959 .041 .000 2 A-002 1 .978 .022 .000 3 A-003 2 .258 .742 .000 4 A-004 2 .040 .957 .003 5 A-005 1 .970 .030 .000 6 A-006 1 .977 .023 .000 7 A-007 1 .977 .023 .000 8 A-008 1 .975 .025 .000 9 A-009 1 .968 .032 .000 10 A-010 1 .713 .287 .000 11 A-011 1 .945 .023 .032 12 A-012 1 .991 .009 .000 13 A-013 1 .993 .007 .000 14 A-014 1 .975 .025 .000 15 A-015 1 .978 .022 .000 16 A-016 1 .927 .073 .000 17 A-017 1 .953 .010 .037 18 A-018 1 .994 .006 .000 19 A-019 1 .977 .023 .000 20 A-020 1 1.000 .000 .000 21 A-001 1 .942 .058 .000 22 A-022 1 .946 .054 .000 23 A-023 1 .970 .018 .012 24 A-024 1 .943 .057 .000 25 A-025 1 .986 .014 .000 26 A-026 1 .928 .072 .000 27 A-027 1 .980 .020 .000 28 A-028 1 .971 .021 .008 29 A-029 1 .965 .035 .000 30 A-030 1 .860 .140 .000 31 A-031 1 .984 .016 .000 32 A-032 1 .993 .007 .000 33 A-033 1 .832 .152 .015 34 A-034 1 .978 .022 .000 35 A-035 1 .995 .005 .000 36 A-036 1 .912 .088 .000 37 A-037 1 .977 .023 .000 38 A-038 1 .999 .001 .000 39 A-039 1 .500 .500 .000 40 A-040 1 .929 .071 .000 41 A-041 1 .973 .027 .000 42 A-042 1 .888 .112 .000 43 A-043 1 .959 .041 .000 44 A-044 3 .342 .017 .641 45 A-045 1 .915 .085 .000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 3 46 A-046 1 .936 .064 .000 47 A-047 1 .962 .038 .000 48 A-048 1 .985 .015 .000 49 A-049 1 .942 .039 .019 50 A-050 1 .932 .068 .000 51 A-051 1 .980 .019 .001 52 A-052 1 .987 .013 .000 53 A-053 1 .957 .043 .000 54 A-054 1 .972 .028 .000 55 A-055 1 .962 .038 .000 56 A-056 1 .930 .070 .000 57 A-057 1 .926 .073 .001 58 A-058 1 .846 .154 .000 59 A-059 1 .704 .296 .001 60 A-060 1 .985 .015 .000 61 A-061 1 .959 .041 .000 62 A-062 1 .996 .004 .000 63 A-063 1 .963 .037 .000 64 A-064 1 .623 .346 .031 65 A-065 1 .983 .017 .000 66 A-066 1 .983 .017 .000 67 A-067 1 .862 .138 .000 68 A-068 2 .251 .749 .000 69 A-069 1 .918 .082 .000 70 A-070 1 .781 .219 .000 71 A-071 1 .993 .007 .000 72 A-072 1 .986 .014 .000 73 A-073 1 .996 .004 .000 74 A-074 1 .854 .146 .000 75 A-075 1 .984 .016 .000 76 B-001 3 .000 .186 .814 77 B-002 3 .000 .020 .980 78 B-003 3 .000 .006 .994 79 B-004 2 .000 .992 .008 80 B-005 3 .000 .042 .958 81 B-006 3 .000 .001 .999 82 B-007 3 .016 .024 .961 83 B-008 3 .001 .017 .982 84 B-009 3 .000 .000 1.000 85 B-010 3 .000 .000 1.000 86 B-011 3 .000 .015 .985 87 B-012 3 .000 .089 .911 88 B-013 2 .000 .926 .074 89 B-014 3 .000 .009 .991 90 B-015 3 .000 .094 .906 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 3 91 B-016 3 .000 .006 .994 92 B-017 2 .065 .907 .028 93 B-018 3 .000 .001 .999 94 B-019 3 .000 .000 1.000 95 B-020 3 .000 .003 .997 96 B-021 3 .001 .054 .944 97 B-022 3 .000 .002 .998 98 B-023 2 .000 .787 .213 99 B-024 2 .001 .963 .036 100 B-025 3 .000 .000 1.000 101 B-026 3 .050 .008 .941 102 B-027 3 .000 .016 .984 103 B-028 3 .000 .014 .986 104 B-029 3 .000 .006 .994 105 B-030 2 .000 .959 .040 106 B-031 3 .000 .002 .998 107 B-032 3 .000 .001 .999 108 B-033 2 .072 .920 .008 109 B-034 3 .000 .000 1.000 110 B-035 2 .000 .809 .191 111 B-036 3 .000 .169 .831 112 B-037 2 .000 .979 .021 113 B-038 3 .000 .476 .523 114 B-039 2 .000 .995 .005 115 B-040 3 .000 .036 .964 116 B-041 2 .000 .593 .407 117 B-042 2 .000 .991 .009 118 B-043 3 .000 .004 .996 119 B-044 2 .000 .984 .016 120 B-045 3 .000 .009 .991 121 B-046 3 .000 .159 .841 122 B-047 3 .000 .007 .993 123 B-048 3 .000 .106 .894 124 B-049 3 .000 .000 1.000 125 B-050 3 .000 .011 .989 126 C-001 2 .198 .802 .000 127 C-002 2 .000 1.000 .000 128 C-003 2 .001 .999 .000 129 C-004 2 .000 1.000 .000 130 C-005 2 .003 .997 .000 131 C-006 2 .000 1.000 .000 132 C-007 2 .000 .997 .003 133 C-008 2 .000 1.000 .000 134 C-009 1 .987 .013 .000 135 C-010 2 .000 1.000 .000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 3 136 C-011 2 .000 .993 .007 137 C-012 3 .000 .303 .697 138 C-013 1 .519 .481 .000 139 C-014 2 .000 1.000 .000 140 C-015 2 .000 1.000 .000 141 C-016 2 .000 1.000 .000 142 C-017 2 .001 .999 .000 143 C-018 2 .000 .882 .118 144 C-019 2 .000 1.000 .000 145 C-020 2 .000 1.000 .000 146 C-021 2 .000 1.000 .000 147 C-022 2 .013 .987 .000 148 C-023 2 .006 .994 .001 149 C-024 2 .000 .997 .003 150 C-025 2 .000 1.000 .000 151 C-026 2 .000 1.000 .000 152 C-027 1 .894 .106 .000 153 C-028 2 .000 1.000 .000 154 C-029 2 .105 .895 .000 155 C-030 2 .421 .579 .000 156 C-031 2 .001 .999 .000 157 C-032 2 .015 .985 .000 158 C-033 2 .001 .999 .000 159 C-034 2 .000 1.000 .000 160 C-035 2 .000 1.000 .000 161 C-036 2 .000 1.000 .000 162 C-037 2 .000 1.000 .000 163 C-038 2 .000 1.000 .000 164 C-039 2 .000 1.000 .000 165 C-040 2 .000 1.000 .000 166 C-041 2 .007 .993 .000 167 C-042 2 .000 .997 .003 168 C-043 2 .000 1.000 .000 169 C-044 2 .000 .981 .019 170 C-045 2 .358 .642 .000 171 C-046 2 .000 1.000 .000 172 C-047 2 .192 .808 .000 173 C-048 2 .003 .997 .000 174 C-049 2 .007 .993 .000 175 C-050 2 .000 1.000 .000 176 C-051 2 .000 1.000 .000 177 C-052 2 .000 .980 .020 178 C-053 2 .007 .993 .000 179 C-054 2 .000 1.000 .000 180 C-055 2 .001 .999 .000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 3 181 C-056 2 .130 .870 .000 182 C-057 1 .814 .186 .000 183 C-058 2 .000 1.000 .000 184 C-059 2 .000 1.000 .000 185 C-060 2 .048 .952 .000 186 C-061 2 .000 1.000 .000 187 C-062 2 .000 1.000 .000 188 C-063 2 .000 1.000 .000 189 C-064 2 .024 .976 .000 190 C-065 2 .000 1.000 .000 191 C-066 2 .000 1.000 .000 192 C-067 2 .000 1.000 .000 193 C-068 2 .211 .789 .000 194 C-069 2 .000 1.000 .000 195 C-070 2 .000 .897 .103 196 C-071 2 .000 1.000 .000 197 C-072 1 .847 .153 .000 198 C-073 2 .000 1.000 .000 199 C-074 2 .000 1.000 .000 200 C-075 2 .000 1.000 .000 201 C-076 2 .000 1.000 .000 202 C-077 2 .000 1.000 .000 203 C-078 2 .000 1.000 .000 204 C-079 2 .121 .878 .001 205 C-080 2 .020 .980 .000 206 C-081 2 .000 1.000 .000 207 C-082 2 .000 1.000 .000 208 C-083 2 .015 .985 .000 209 C-084 2 .000 1.000 .000 210 C-085 2 .005 .995 .000 211 C-086 2 .000 1.000 .000 212 C-087 2 .000 1.000 .000 213 C-088 1 .864 .136 .000 214 C-089 2 .288 .712 .000 215 C-090 2 .000 1.000 .000 216 C-091 1 .959 .041 .000 217 C-092 2 .000 1.000 .000 218 C-093 2 .490 .510 .000 219 C-094 2 .001 .999 .000 220 C-095 2 .018 .982 .000 221 C-096 2 .165 .835 .000 222 C-097 2 .005 .995 .000 223 C-098 2 .458 .542 .000 224 C-099 2 .000 1.000 .000 225 C-100 1 .993 .007 .000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Members of Cluster 1 Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID 1 A-001 2 A-002 5 A-005 6 A-006 7 A-007 8 A-008 9 A-009 10 A-010 11 A-011 12 A-012 13 A-013 14 A-014 15 A-015 16 A-016 17 A-017 18 A-018 19 A-019 20 A-020 21 A-001 22 A-022 23 A-023 24 A-024 25 A-025 26 A-026 27 A-027 28 A-028 29 A-029 30 A-030 31 A-031 32 A-032 33 A-033 34 A-034 35 A-035 36 A-036 37 A-037 38 A-038 39 A-039 40 A-040 41 A-041 42 A-042 43 A-043 45 A-045 46 A-046 47 A-047 48 A-048 49 A-049 50 A-050 51 A-051 52 A-052 53 A-053 54 A-054 55 A-055 56 A-056 57 A-057 58 A-058 59 A-059 60 A-060 61 A-061 62 A-062 63 A-063 64 A-064 65 A-065 66 A-066 67 A-067 69 A-069 70 A-070 71 A-071 72 A-072 73 A-073 74 A-074 75 A-075 134 C-009 138 C-013 152 C-027 182 C-057 197 C-072 213 C-088 216 C-091 225 C-100 Members of Cluster 2 Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID 3 A-003 4 A-004 68 A-068 79 B-004 88 B-013 92 B-017 98 B-023 99 B-024 105 B-030 108 B-033 110 B-035 112 B-037 114 B-039 116 B-041 117 B-042 119 B-044 126 C-001 127 C-002 128 C-003 129 C-004 130 C-005 131 C-006 132 C-007 133 C-008 135 C-010 136 C-011 139 C-014 140 C-015 141 C-016 142 C-017 143 C-018 144 C-019 145 C-020 146 C-021 147 C-022 148 C-023 149 C-024 150 C-025 151 C-026 153 C-028 154 C-029 155 C-030 156 C-031 157 C-032 158 C-033 159 C-034 160 C-035 161 C-036 162 C-037 163 C-038 164 C-039 165 C-040 166 C-041 167 C-042 168 C-043 169 C-044 170 C-045 171 C-046 172 C-047 173 C-048 174 C-049 175 C-050 176 C-051 177 C-052 178 C-053 179 C-054 180 C-055 181 C-056 183 C-058 184 C-059 185 C-060 186 C-061 187 C-062 188 C-063 189 C-064 190 C-065 191 C-066 192 C-067 193 C-068 194 C-069 195 C-070 196 C-071 198 C-073 199 C-074 200 C-075 201 C-076 202 C-077 203 C-078 204 C-079 205 C-080 206 C-081 207 C-082 208 C-083 209 C-084 210 C-085 211 C-086 212 C-087 214 C-089 215 C-090 217 C-092 218 C-093 219 C-094 220 C-095 221 C-096 222 C-097 223 C-098 224 C-099 Members of Cluster 3 Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID 44 A-044 76 B-001 77 B-002 78 B-003 80 B-005 81 B-006 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Members of Cluster 3 Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID 82 B-007 83 B-008 84 B-009 85 B-010 86 B-011 87 B-012 89 B-014 90 B-015 91 B-016 93 B-018 94 B-019 95 B-020 96 B-021 97 B-022 100 B-025 101 B-026 102 B-027 103 B-028 104 B-029 106 B-031 107 B-032 109 B-034 111 B-036 113 B-038 115 B-040 118 B-043 120 B-045 121 B-046 122 B-047 123 B-048 124 B-049 125 B-050 137 C-012 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Logarithm of likelihood ratio of 3 to 2 types= .18600524E+02 Pseudo Chi-square with 10 degrees of freedom= 36.54 "Probability" of null hypothesis= .00006796 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Sample Size = 225 Number of Variables = 2 Number of Types = 4 Iteration Number 0 Log Likelihood of 4 Types in this sample = -340.36419 Characteristics of the Whole Sample Means 1 2 .4577 .2992 Standard Deviations 1 2 1.3807 1.4709 Correlations 1 2 1.0000 .1849 .1849 1.0000 Characteristics of Type 1 The Proportion of the Population from this Type= .244 Means 1 2 -.4482 -1.4107 Standard Deviations 1 2 .8936 .8056 Correlations 1 2 1.0000 .5270 .5270 1.0000 Characteristics of Type 2 The Proportion of the Population from this Type= .093 Means 1 2 1.8605 -1.2643 Standard Deviations 1 2 .8936 .8056 Correlations 1 2 1.0000 .5270 .5270 1.0000 Characteristics of Type 3 The Proportion of the Population from this Type= .484 Means 1 2 1.2221 .9257 Standard Deviations 1 2 .8936 .8056 Correlations 1 2 1.0000 .5270 .5270 1.0000 Characteristics of Type 4 The Proportion of the Population from this Type= .178 Means 1 2 -1.1162 1.7640 Standard Deviations 1 2 .8936 .8056 Correlations 1 2 1.0000 .5270 .5270 1.0000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Iteration 1 Log likelihood of 4 types in this sample = -358.40711 Iteration 2 Log likelihood of 4 types in this sample = -339.68010 Iteration 3 Log likelihood of 4 types in this sample = -338.59794 Iteration 4 Log likelihood of 4 types in this sample = -338.01378 Iteration 5 Log likelihood of 4 types in this sample = -337.54250 Iteration 6 Log likelihood of 4 types in this sample = -337.16279 Iteration 7 Log likelihood of 4 types in this sample = -336.90126 Iteration 8 Log likelihood of 4 types in this sample = -336.73624 Iteration 9 Log likelihood of 4 types in this sample = -336.62775 Iteration 10 Log likelihood of 4 types in this sample = -336.55185 Iteration 11 Log likelihood of 4 types in this sample = -336.49738 Iteration 12 Log likelihood of 4 types in this sample = -336.45807 Iteration 13 Log likelihood of 4 types in this sample = -336.42961 Iteration 14 Log likelihood of 4 types in this sample = -336.51504 Iteration 15 Log likelihood of 4 types in this sample = -336.36059 Iteration 16 Log likelihood of 4 types in this sample = -336.35422 Iteration 17 Log likelihood of 4 types in this sample = -336.41838 Iteration 18 Log likelihood of 4 types in this sample = -336.34726 Iteration 19 Log likelihood of 4 types in this sample = -336.34583 Iteration 20 Log likelihood of 4 types in this sample = -336.34921 Iteration 21 Log likelihood of 4 types in this sample = -336.34511 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Sample Size = 225 Number of Variables = 2 Number of Types = 4 Iteration Number 22 Log Likelihood of 4 Types in this sample = -336.34505 Characteristics of the Whole Sample Means 1 2 .4577 .2992 Standard Deviations 1 2 1.3807 1.4709 Correlations 1 2 1.0000 .1849 .1849 1.0000 Characteristics of Type 1 The Proportion of the Population from this Type= .293 Means 1 2 -.2218 -1.3202 Standard Deviations 1 2 .9047 .5269 Correlations 1 2 1.0000 .2048 .2048 1.0000 Characteristics of Type 2 The Proportion of the Population from this Type= .060 Means 1 2 2.2035 -1.1921 Standard Deviations 1 2 .6003 .3857 Correlations 1 2 1.0000 .4496 .4496 1.0000 Characteristics of Type 3 The Proportion of the Population from this Type= .477 Means 1 2 1.2229 .9603 Standard Deviations 1 2 1.0240 .8844 Correlations 1 2 1.0000 .4867 .4867 1.0000 Characteristics of Type 4 The Proportion of the Population from this Type= .170 Means 1 2 -1.1318 1.7632 Standard Deviations 1 2 .8351 1.1491 Correlations 1 2 1.0000 .7300 .7300 1.0000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 3 4 1 A-001 1 .976 .000 .024 .000 2 A-002 1 .985 .000 .015 .000 3 A-003 3 .086 .017 .897 .000 4 A-004 3 .098 .000 .900 .003 5 A-005 1 .979 .000 .021 .000 6 A-006 1 .985 .000 .015 .000 7 A-007 1 .979 .003 .019 .000 8 A-008 1 .986 .000 .014 .000 9 A-009 1 .981 .000 .018 .000 10 A-010 1 .797 .000 .203 .000 11 A-011 1 .916 .000 .023 .062 12 A-012 1 .993 .002 .005 .000 13 A-013 2 .013 .984 .003 .000 14 A-014 2 .051 .933 .016 .000 15 A-015 1 .988 .000 .012 .000 16 A-016 1 .957 .000 .043 .000 17 A-017 1 .882 .000 .012 .105 18 A-018 2 .080 .915 .004 .000 19 A-019 2 .041 .946 .014 .000 20 A-020 2 .011 .988 .001 .000 21 A-001 1 .958 .000 .042 .000 22 A-022 1 .968 .000 .032 .000 23 A-023 1 .961 .000 .016 .023 24 A-024 1 .849 .065 .085 .000 25 A-025 2 .163 .825 .012 .000 26 A-026 1 .936 .001 .063 .000 27 A-027 1 .977 .006 .018 .000 28 A-028 1 .968 .000 .018 .014 29 A-029 1 .980 .000 .020 .000 30 A-030 1 .827 .007 .166 .000 31 A-031 1 .992 .000 .008 .000 32 A-032 2 .095 .900 .005 .000 33 A-033 1 .885 .000 .100 .015 34 A-034 1 .987 .000 .013 .000 35 A-035 1 .637 .357 .007 .000 36 A-036 1 .947 .000 .053 .000 37 A-037 1 .695 .269 .036 .000 38 A-038 2 .035 .964 .001 .000 39 A-039 1 .659 .000 .341 .000 40 A-040 1 .958 .000 .042 .000 41 A-041 1 .985 .000 .015 .000 42 A-042 1 .921 .000 .079 .000 43 A-043 1 .976 .000 .024 .000 44 A-044 4 .132 .000 .013 .855 45 A-045 1 .916 .002 .081 .000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 3 4 46 A-046 1 .934 .003 .063 .000 47 A-047 1 .970 .001 .029 .000 48 A-048 1 .994 .000 .006 .000 49 A-049 1 .939 .000 .032 .029 50 A-050 1 .940 .001 .059 .000 51 A-051 1 .986 .000 .013 .001 52 A-052 1 .995 .000 .005 .000 53 A-053 1 .923 .024 .053 .000 54 A-054 1 .967 .006 .027 .000 55 A-055 1 .976 .000 .024 .000 56 A-056 1 .958 .000 .042 .000 57 A-057 1 .955 .000 .044 .001 58 A-058 1 .819 .005 .176 .000 59 A-059 1 .817 .000 .183 .000 60 A-060 1 .995 .000 .005 .000 61 A-061 1 .967 .001 .033 .000 62 A-062 2 .038 .959 .002 .000 63 A-063 1 .979 .000 .021 .000 64 A-064 1 .744 .000 .227 .029 65 A-065 1 .989 .000 .010 .000 66 A-066 1 .980 .006 .014 .000 67 A-067 1 .870 .001 .129 .000 68 A-068 3 .358 .000 .642 .000 69 A-069 1 .914 .003 .083 .000 70 A-070 1 .802 .000 .197 .000 71 A-071 1 .835 .156 .009 .000 72 A-072 1 .821 .159 .020 .000 73 A-073 2 .275 .720 .004 .000 74 A-074 1 .900 .000 .100 .000 75 A-075 1 .990 .000 .010 .000 76 B-001 4 .000 .000 .202 .798 77 B-002 4 .000 .000 .024 .976 78 B-003 4 .000 .000 .008 .992 79 B-004 3 .000 .000 .993 .007 80 B-005 4 .000 .000 .049 .951 81 B-006 4 .000 .000 .002 .998 82 B-007 4 .011 .000 .018 .970 83 B-008 4 .001 .000 .015 .984 84 B-009 4 .000 .000 .000 1.000 85 B-010 4 .000 .000 .000 1.000 86 B-011 4 .000 .000 .016 .984 87 B-012 4 .000 .000 .093 .907 88 B-013 3 .000 .000 .936 .064 89 B-014 4 .000 .000 .011 .989 90 B-015 4 .000 .000 .106 .894 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 3 4 91 B-016 4 .000 .000 .008 .992 92 B-017 3 .153 .000 .818 .028 93 B-018 4 .000 .000 .002 .998 94 B-019 4 .000 .000 .000 1.000 95 B-020 4 .000 .000 .003 .997 96 B-021 4 .002 .000 .048 .950 97 B-022 4 .000 .000 .003 .997 98 B-023 3 .000 .000 .798 .202 99 B-024 3 .004 .000 .960 .036 100 B-025 4 .000 .000 .001 .999 101 B-026 4 .015 .000 .006 .979 102 B-027 4 .000 .000 .019 .981 103 B-028 4 .000 .000 .013 .987 104 B-029 4 .000 .000 .007 .993 105 B-030 3 .000 .000 .962 .038 106 B-031 4 .000 .000 .002 .998 107 B-032 4 .000 .000 .001 .999 108 B-033 3 .165 .000 .827 .008 109 B-034 4 .000 .000 .000 1.000 110 B-035 3 .000 .000 .830 .170 111 B-036 4 .000 .000 .170 .830 112 B-037 3 .000 .000 .981 .019 113 B-038 4 .001 .000 .471 .528 114 B-039 3 .000 .000 .996 .004 115 B-040 4 .000 .000 .040 .960 116 B-041 3 .000 .000 .637 .363 117 B-042 3 .000 .000 .992 .008 118 B-043 4 .000 .000 .004 .996 119 B-044 3 .000 .000 .987 .013 120 B-045 4 .000 .000 .011 .989 121 B-046 4 .000 .000 .182 .818 122 B-047 4 .000 .000 .008 .992 123 B-048 4 .000 .000 .127 .873 124 B-049 4 .000 .000 .000 1.000 125 B-050 4 .000 .000 .013 .987 126 C-001 3 .246 .000 .754 .000 127 C-002 3 .000 .000 1.000 .000 128 C-003 3 .003 .000 .997 .000 129 C-004 3 .000 .000 1.000 .000 130 C-005 3 .004 .000 .996 .000 131 C-006 3 .000 .000 1.000 .000 132 C-007 3 .000 .000 .998 .002 133 C-008 3 .000 .000 1.000 .000 134 C-009 1 .723 .258 .019 .000 135 C-010 3 .000 .000 1.000 .000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 3 4 136 C-011 3 .000 .000 .994 .006 137 C-012 4 .000 .000 .342 .658 138 C-013 1 .556 .000 .444 .000 139 C-014 3 .000 .000 1.000 .000 140 C-015 3 .000 .000 1.000 .000 141 C-016 3 .000 .000 1.000 .000 142 C-017 3 .001 .000 .999 .000 143 C-018 3 .000 .000 .895 .105 144 C-019 3 .000 .000 1.000 .000 145 C-020 3 .000 .000 1.000 .000 146 C-021 3 .000 .000 1.000 .000 147 C-022 3 .009 .000 .991 .000 148 C-023 3 .016 .000 .983 .001 149 C-024 3 .001 .000 .997 .002 150 C-025 3 .000 .000 1.000 .000 151 C-026 3 .000 .000 1.000 .000 152 C-027 2 .110 .773 .116 .000 153 C-028 3 .000 .000 1.000 .000 154 C-029 3 .105 .000 .895 .000 155 C-030 1 .570 .000 .430 .000 156 C-031 3 .002 .000 .998 .000 157 C-032 3 .008 .000 .992 .000 158 C-033 3 .001 .000 .999 .000 159 C-034 3 .000 .000 1.000 .000 160 C-035 3 .000 .000 1.000 .000 161 C-036 3 .000 .000 1.000 .000 162 C-037 3 .000 .000 1.000 .000 163 C-038 3 .000 .000 1.000 .000 164 C-039 3 .000 .000 1.000 .000 165 C-040 3 .000 .000 1.000 .000 166 C-041 3 .003 .000 .997 .000 167 C-042 3 .000 .000 .997 .003 168 C-043 3 .000 .000 1.000 .000 169 C-044 3 .000 .000 .983 .017 170 C-045 3 .420 .000 .580 .000 171 C-046 3 .000 .000 1.000 .000 172 C-047 3 .328 .000 .672 .000 173 C-048 3 .004 .000 .996 .000 174 C-049 3 .010 .000 .990 .000 175 C-050 3 .000 .000 1.000 .000 176 C-051 3 .000 .000 1.000 .000 177 C-052 3 .000 .000 .982 .018 178 C-053 3 .014 .000 .986 .000 179 C-054 3 .000 .000 1.000 .000 180 C-055 3 .002 .000 .998 .000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Seq.# ID Cluster Membership Probabilities 1 2 3 4 181 C-056 3 .234 .000 .766 .000 182 C-057 1 .882 .000 .118 .000 183 C-058 3 .000 .000 1.000 .000 184 C-059 3 .000 .000 1.000 .000 185 C-060 3 .085 .000 .915 .000 186 C-061 3 .000 .000 1.000 .000 187 C-062 3 .000 .000 1.000 .000 188 C-063 3 .000 .000 1.000 .000 189 C-064 3 .043 .000 .957 .000 190 C-065 3 .000 .000 1.000 .000 191 C-066 3 .000 .000 1.000 .000 192 C-067 3 .000 .000 1.000 .000 193 C-068 3 .228 .000 .772 .000 194 C-069 3 .000 .000 1.000 .000 195 C-070 3 .000 .000 .914 .086 196 C-071 3 .000 .000 1.000 .000 197 C-072 1 .901 .000 .099 .000 198 C-073 3 .000 .000 1.000 .000 199 C-074 3 .000 .000 1.000 .000 200 C-075 3 .000 .000 1.000 .000 201 C-076 3 .000 .000 1.000 .000 202 C-077 3 .000 .000 1.000 .000 203 C-078 3 .000 .000 1.000 .000 204 C-079 3 .237 .000 .762 .001 205 C-080 3 .009 .000 .991 .000 206 C-081 3 .000 .000 1.000 .000 207 C-082 3 .000 .000 1.000 .000 208 C-083 3 .020 .000 .980 .000 209 C-084 3 .000 .000 1.000 .000 210 C-085 3 .013 .000 .987 .000 211 C-086 3 .000 .000 1.000 .000 212 C-087 3 .000 .000 1.000 .000 213 C-088 2 .017 .867 .116 .000 214 C-089 3 .043 .071 .886 .000 215 C-090 3 .000 .000 1.000 .000 216 C-091 2 .429 .507 .064 .000 217 C-092 3 .000 .000 1.000 .000 218 C-093 1 .592 .000 .408 .000 219 C-094 3 .001 .000 .999 .000 220 C-095 3 .001 .002 .998 .000 221 C-096 3 .186 .000 .814 .000 222 C-097 3 .004 .000 .996 .000 223 C-098 1 .519 .000 .481 .000 224 C-099 3 .000 .000 1.000 .000 225 C-100 2 .182 .812 .007 .000 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Members of Cluster 1 Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID 1 A-001 2 A-002 5 A-005 6 A-006 7 A-007 8 A-008 9 A-009 10 A-010 11 A-011 12 A-012 15 A-015 16 A-016 17 A-017 21 A-001 22 A-022 23 A-023 24 A-024 26 A-026 27 A-027 28 A-028 29 A-029 30 A-030 31 A-031 33 A-033 34 A-034 35 A-035 36 A-036 37 A-037 39 A-039 40 A-040 41 A-041 42 A-042 43 A-043 45 A-045 46 A-046 47 A-047 48 A-048 49 A-049 50 A-050 51 A-051 52 A-052 53 A-053 54 A-054 55 A-055 56 A-056 57 A-057 58 A-058 59 A-059 60 A-060 61 A-061 63 A-063 64 A-064 65 A-065 66 A-066 67 A-067 69 A-069 70 A-070 71 A-071 72 A-072 74 A-074 75 A-075 134 C-009 138 C-013 155 C-030 182 C-057 197 C-072 218 C-093 223 C-098 Members of Cluster 2 Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID 13 A-013 14 A-014 18 A-018 19 A-019 20 A-020 25 A-025 32 A-032 38 A-038 62 A-062 73 A-073 152 C-027 213 C-088 216 C-091 225 C-100 Members of Cluster 3 Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID 3 A-003 4 A-004 68 A-068 79 B-004 88 B-013 92 B-017 98 B-023 99 B-024 105 B-030 108 B-033 110 B-035 112 B-037 114 B-039 116 B-041 117 B-042 119 B-044 126 C-001 127 C-002 128 C-003 129 C-004 130 C-005 131 C-006 132 C-007 133 C-008 135 C-010 136 C-011 139 C-014 140 C-015 141 C-016 142 C-017 143 C-018 144 C-019 145 C-020 146 C-021 147 C-022 148 C-023 149 C-024 150 C-025 151 C-026 153 C-028 154 C-029 156 C-031 157 C-032 158 C-033 159 C-034 160 C-035 161 C-036 162 C-037 163 C-038 164 C-039 165 C-040 166 C-041 167 C-042 168 C-043 169 C-044 170 C-045 171 C-046 172 C-047 173 C-048 174 C-049 175 C-050 176 C-051 177 C-052 178 C-053 179 C-054 180 C-055 181 C-056 183 C-058 184 C-059 185 C-060 186 C-061 187 C-062 188 C-063 189 C-064 190 C-065 191 C-066 192 C-067 193 C-068 194 C-069 195 C-070 196 C-071 198 C-073 199 C-074 200 C-075 201 C-076 202 C-077 203 C-078 204 C-079 205 C-080 206 C-081 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Members of Cluster 3 Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID 207 C-082 208 C-083 209 C-084 210 C-085 211 C-086 212 C-087 214 C-089 215 C-090 217 C-092 219 C-094 220 C-095 221 C-096 222 C-097 224 C-099 Members of Cluster 4 Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID Seq# ID 44 A-044 76 B-001 77 B-002 78 B-003 80 B-005 81 B-006 82 B-007 83 B-008 84 B-009 85 B-010 86 B-011 87 B-012 89 B-014 90 B-015 91 B-016 93 B-018 94 B-019 95 B-020 96 B-021 97 B-022 100 B-025 101 B-026 102 B-027 103 B-028 104 B-029 106 B-031 107 B-032 109 B-034 111 B-036 113 B-038 115 B-040 118 B-043 120 B-045 121 B-046 122 B-047 123 B-048 124 B-049 125 B-050 137 C-012 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Logarithm of likelihood ratio of 4 to 3 types= .40191406E+01 Pseudo Chi-square with 10 degrees of freedom= 7.88 "Probability" of null hypothesis= .64079974 PC-NORMIX Version 2.1 Wolfe Normal Mixture Analysis Procedure (January 1995 Revision) USER=**** JOHN H. WOLFE DATE USED=08/14/93 TITLE=***ARTIFICIAL CLUSTERS COMMENTS= Three overlapping clusters with different sizes and shapes COMMENTS= Summary of Likelihood Statistics Types Log Likelihood Chi-square DF "Probability" 1 -380.48930 2 -358.96472 42.38 10 .0000 3 -340.36419 36.54 10 .0001 4 -336.34505 7.88 10 .6408