Aplikasi Model Regresi Multilevel Pada Hasil Kelulusan Siswa Sma Rayon 1 Kota Medan
DAFTAR PUSTAKA
Branata, S.,A., 1987. Pengertian-pengertian Dasar dalam Pendidikan Luar Biasa.
Depdikbud. Jakarta. Erlina. 2011. Metodologi Penelitian. Medan. Usu-Press.
Germana, Purwanti dan Retno. 2007. Aplikasi Analisis Model Komponen Varians Multilevel
Pada Hasil Tes Psikologi Dibeberapa SMU Swasta di Surabaya.ITS. nd
Goldstein H. 1995. Multilevel Statistic Models 2 Ed., E- Book of Arnold, London. Hox, J.J. 1995. Applied Multilevel Analysis. Amsterdam : T.T-Publikaties.
Kurnia, Dwi. 2011. Model Regresi Linier 2-Level untuk Data Berstruktur Hirarki.
Universitas Pendidikan Indonesia. Nasution, S. 1996. Metode Penelitian Naturalistik-Kualitatif, Tarsito 2. Bandung.Tantular, Bertho. 2009. Penerapan Model Regresi Linier Multilevel Pada Data Pendidikan
dan Data Nilai Ujian. Bogor. Sekolah Pasca Sarjana Institud Pertanian Bogor.
Usman dan Setiawati, 2001. Upaya Optimalisasi Kegiatan Belajar Mengajar. PT Remaja
Rosdayakarya, Bandung.
West BT, Welch KB, Galecki AT. 2007. LinierMixed Models: A Practical Guide Using
Statistical Software. New York: Chapman & Hall.
Widyani, Wiwid. 2009. Model regresi 2-level Capaian Nilai Akhir Metode Statistika Tahun
2008/2009. Institud Pertanian Bogor.Juli 2014) Juli 2014)
Lampiran A
22 SMA Swasta Plus Al-Azhar
25 SMA Swasta Global Prima
59 SMA N 6
24 SMA Swasta Prime One School
58 SMA Swasta Islam afifiyah
23 SMA Swasta Harapan Mandiri
57 SMA Swasta Parulian 1
56 SMA Swasta Indonesia Membangun
26 SMA N 3
21 SMA Swasta Al-Manar
55 SMA Swasta Padamu Negeri
20 SMA Swasta Angkasa 1 Lanud
54 SMA Swasta Dwi Warna
19 SMA Swasta Bina Bersaudara
53 SMA Swasta Kesatria
60 SMA Swasta Wr. Supratman 1
61 SMA Swasta Wr. Supratman 2
52 SMA Swasta YPK
31 SMA Swasta Dharma Wangsa
34 SMA Swasta Krakatau
68 SMA Swasta Medan Putri
33 SMA Swasta Methidits 8
67 SMA Swasta Gajah Mada
32 SMA Swasta Sutomo 2
66 SMA Swasta Budi Murni 1
65 SMA N 7
27 SMA Swasta Laksamana Martadinata
30 SMA Swasta Yos Sudarso
64 SMA Swasta Nurul Islam Indonesia
29 SMA Swasta Bina Karya
63 SMA Swasta Al-Ulum
28 SMA Swasta Pulau Berayan Darat
62 SMA Swasta Muhammadiyah 1
18 SMA Swasta Yapena 45
17 SMA Swasta Al-Azhar
Tabel 3.1. Data SMA Rayon 1 Medan4 SMA Swasta Harapan
7 SMA Swasta ST. Thomas 2
41 SMA Swasta Darussalam
6 SMA Swasta ST. Thomas 1
40 SMA Swasta Amir Hamzah
5 SMA Swasta Raksana
39 SMA Swasta Kristen Alam Kudus
38 SMA Swasta Kartika I-1
8 SMA Swasta Nasrani 1
3 SMA Swasta Immanuel
37 SMA N 4
2 SMA Swasta Methodist 1
36 SMA Swasta DR Wahidin Sudirohusodo
1 SMA N 1
No Nama Sekolah No Nama Sekolah
42 SMA Swasta Panca Budi
43 SMA Swasta Teladan Cinta
51 SMA Swasta St. Antonius
13 SMA Swasta Plus Muhammadiyah
16 SMA N 2
50 SMA Swasta Eria
15 SMA Swasta Singapore Piaget Academy
49 SMA Swasta Advent
14 SMA Swasta Plus Shafiyyatul Amaliyah
48 SMA Swasta UISU
47 SMA N 5
9 SMA Swasta Cahaya
12 SMA Swasta Dharma Pancasila
46 SMA Swasta Estilandia
11 SMA Swasta Kemala Bhayangkari 1
45 SMA Swasta TP Mardi Lestari
10 SMA Swasta GKPI P. Bulan
44 SMA Swasta Methodits-5
69 SMA Swasta St. Maria
Lampiran B
1
22
22
1
8.7
8.4
9.3
1
23
23
1
8.5
8.7
9
24
9
24
1
8.3
8.6
8.8
1
25
25
1
9.0
1
8.7
9.2
1
8.7
26
8.5
1
18
18
1
7.1
6.2
8.2
1
19
19
1
8.7
1
9.3
1
1
20
20
1
8.5
1
8.2
9.1
1
21
21
1
8.5
1
26
8.5 No No Id Asal sklh
1
31
31
1
8.5
8.8
9.6
1
32
32
1
8.7
8.3
9.3
33
8.5
33
1
8.5
8.7
8.7
1
34
34
1
8.7
1
8.7
9.1
1
7.6
1
1
9.0
8.9
9.4
1
27
27
1
8.7
8.1
9.2
1
28
28
8.7
8.2
1
8.7
9.1
1
29
29
1
8.6
8.8
8.8
1
30
30
1
8.8
1
Tabel 3.2. Data Nilai Ujian Nasional9
8.9
1
5
5
1
8.8
8.7
9.3
1
6
6
1
8.8
9.6
8.5
1
7
7
1
9.1
1
8.6
9.5
1
8
8
1
8.6
8.3
1
8.4
1
No No Id
Asal sklh Y
X 1 X 2 X 3 Z Siswa
1
1
1
9
1
8.6
9.1
1
2
2
8.6
4
1
8.5
8.5
1
3
3
1
8.8
1
8.6
9.1
1
4
1
8.9
8.7
8.6
8.7
1
14
14
1
8.7
1
8.9
9.2
1
15
15
1
8.4
8.8
9.2
1
16
16
1
8.4
1
8.7
8.9
1
17
17
1
8.4
1
1
1
9
9
1
9.2
9.2
9.4
1
10
10
1
8.9
8.9
9.2
11
13
11
1
8.8
8.5
9.3
1
12
12
1
8.7
8.3
9.2
1
13
1
Y
8.2
8.5
9
8.4
61
3
3
8.3
1
8.4
9.3
62
4
3
1
2
7.9
8.8
63
5
3
8.7
8.6
9.3
64
6
3
8.6
1
3
60
9.2
2
2
8.6
7.7
9.1
56
18
2
8.1
1
7.9
8.3
57
19
8.3
9.1
1
8.5
9.4
58
20
2
8.2
7.9
9.2
59
1
3
8.4
8.4
8.4
65
55
3
8.3
1
8.4
9.1
71
13
3
8.4
1
8.5
9.2
72
14
8.5
12
8.6
9.2
73
15
3
7.9
7.4
9
74
16
3
8.0
1
7.7
3
70
7
8.6
3
8.5
8.6
9.2
66
8
3
8.5
8.5
9.3
67
9
3
1
9
8.6
9.1
68
10
3
8.2
8.4
8.2
69
11
3
8.5
1
7.8
17
8.4
X 1 X 2 X 3 Z
8.5
8.5
1
8.3
9
41
3
2
8.7
9.2
9.1
42
4
2
8.4
2
9.1
43
5
2
8.7
1
9
9.1
44
6
2
8.7
1
8.6
2
40
45
9.1
36
36
1
7.9
1
7.7
9
1
37
37
1
9.0
1
9.4
9.3
1
38
38
1
8.7
8.5
9.1
1
39
1
2
8.6
1
8.3
8.7
7
8.4
2
12
2
8.5
8.6
9.2
51
13
2
8.5
9
9.1
52
14
8.1
9.1
8.3
9.1
53
15
2
8.5
1
8.3
9.1
54
16
2
8.2
1
50
8.7
2
2
8.5
1
8.4
9
46
8
2
8.8
1
9
9.4
47
9
8.7
1
1
8.9
9.1
48
10
2
7.8
1
8.9
7.2
49
11
2
8.4
9.1 No No Id Asal sklh
Y
8.4
5
8.3
1
8
7.6 100
5
5
8.2
8.7
8.2 101
6
5
1
99
8.5
9 102
7
5
7.7
8
8.6 103
8
5
8.2
1
8.2
4
8.7
9
7.7
1
8.8
9
95
21
4
8.7
8.5
9.2
96
1
5
1
8.4
7.4
9.1
97
2
5
8.8
1
8.6
9.2
98
3
5
8.2
8.9 104
5
4
8.2
5
8.2
1
8.4
8.9 111
16
5
8.8
8.6
9 112
17
5
1
9.1 110
8.1
7.9 113
18
5
8.7
8.3
9.4 114
19
5
8.3
1
8.3
15
8.7
8.6
8.7
1
8.5
9.3 105
10
5
7.8
1
6.2
8.9 106
11
5
9.2
9.7 107
1
12
5
8.4
8.6
8.2 108
13
5
8.5
8
8.8 109
14
5
8.6
8.4
20
X 1 X 2 X 3 Z
1
8.6
81
7
4
8.4
1
8.8
8.9
82
8
4
8.8
8
1
9.6
83
9
4
8.1
8.1
9.1
84
10
4
8.8
1
9
8.4
9.1
8.4
76
2
4
8.5
1
8.2
9.1
77
3
4
8.2
8.2
78
4
4
4
8.6
8.5
9
79
5
4
7.2
8
7.9
80
6
8.9
85
94
8.4
90
16
4
8.2
1
8.7
8.9
91
17
4
8.1
1
8.9
8.6
92
18
4
8.6
9
8.2
93
19
4
8.7
8.7
8.9
9
1
11
4
4
7.8
5.3
8.7
86
12
4
8.5
9.2
9.1
87
13
8.5
8.4
1
9.1
9.4
88
14
4
8.7
1
8.2
9
89
15
4
9.4 No No Id Asal sklh
Y
7.1
8.5
8.2 141
2
7
8.0
1
7.4
7.7 142
3
7
7.3
8.4
7.9 143
4
7
7.7
4.6
9 144
5
7
8.0
1
8
1
7
6
8.3
20
6
8.6
1
8.2
9.4 137
21
6
8.5
1
9.2 138
1
22
6
8.8
8.2
9.2 139
23
6
8.6
1
8.1
9.3 140
8 145
7
8
8.4
8.2
7.7 151
12
7
8.2
1
8.6
8.8 152
13
7
8.3
8.4
9.1 153
14
7
8.5
1
8.9
9.3 154
15
7
8.4
8.7
1
7
8.2
7.7
1
7.9
8.8 146
7
7
8.3
7.8
9.2 147
8
7
8.2
9.3 148
11
9
7
8.5
1
8.3
9.1 149
10
7
8.4
8.2
8.5 150
9.1 136
1
X 1 X 2 X 3 Z 116
7
6
8.8
8.6
8.7 122
6
6
8.4
1
8.1
9.2 123
6
8.7 121
8.5
8.9
9.1 124
8
6
8.5
8.1
9.3 125
9
6
8.2
5
8.7
7.1
2
21
5
8.2
7.3
8.5 117
1
6
8.9
8.2
9.4 118
6
1
9.3
9.2
9.6 119
3
6
9.2
8.6
9.6 120
4
6
8.4
1
9 126
8.2
17
6
8.5
7.8
8.6 132
16
6
8.1
1
8
9 133
6
9.2 131
8.3
1
8.1
9.1 134
18
6
8.3
7.1
8.6 135
19
6
15
8.8
10
6
6
8.4
8.2
8.6 127
11
6
8.1
1
8.2
8.7 128
12
9.0
1
9
9.6 129
13
6
8.3
1
7.6
9.2 130
14
6
8.8
9 No No Id Asal sklh
Y
1
8.2 181
11
9
8.3
1
8.1
8.7 182
12
9
8.5
8
1
8.9 183
13
9
8.0
8.1
9 184
14
9
8.4
7.9
8.9 185
7.5
8.0
9
8.6 178
8.4 176
6
9
9.1
8.6
9.6 177
7
9
8.3
8
8
9
9
8.3
8.7
8.5 179
9
9
7.9
1
7.3
8.3 180
10
15
8.7
1
1
8.5
9.5 191
21
9
8.5
8
9.4 192
22
9
8.0
7.5
9
8.7 193
1
10
8.2
8.2
9 194
2
10
7.8
1
7.8
8.6
20
8
8.3
8.8 186
16
9
8.8
8.3
9.5 187
17
9
8.5
1
9.1 188
8.9 190
18
9
8.8
1
9.1
8.6 189
19
9
8.0
1
8.3
7.6
8.1
X 1 X 2 X 3 Z 156
4
2
8
7.7
7.6
8.7 162
3
8
8.2
8.2
8.9 163
8
8.6
7.9
8.1
8.6 164
5
8
8.2
1
7.8
8.5 165
6
8
8.8 161
1
8.2
19
17
7
8.5
8.4
8.9 157
18
7
7.7
7.7
7.9 158
7
8.4
8.6
1
8
9.1 159
20
7
8.1
7.9
8.6 160
1
8
8.4
9.2 166
9
8.9 173
1
9
8.5
1
9
8.8 172
2
9
8.3
7.1
3
8.6
9
7.0
1
6.3
7.9 174
4
9
8.9
7.8
9.5 175
5
9 171
8.6
7
9
8
7.7
1
8
8.9 167
8
8
8.3
8.4
9.2 168
8
8
7.8
1
7.5
8.1 169
10
8
8.3
1
6.8
9.3 170
11
8.8 No No Id Asal sklh
Y
11
8.6
8
9 222
16
11
8.4
1
8.8
9.2 223
17
8.3
15
1
8.9
8.9 224
18
11
8.6
1
8.9
9.1 225
19
11
9.1 221
9.0
12
11
9.0
8.4
9.4 217
11
11
8.4
1
7.8
8.6 218
11
8.1
8.3
7.6
9.1 219
13
11
8.6
8.3
9.6 220
14
11
8.4
11
1
9.3 216
8.2
8.2
9 231
5
12
8.0
1
7.3
8.8 232
6
12
8.3
12
8.9 233
7
12
8.3
1
8.2
8.6 234
8
12
8.4
8.1
8.6
4
8.2
1
9.3 226
20
11
8.1
1
7.9
9 227
1
12
8.6
8.8
7.9 230
7.8 228
2
12
8.2
7.9
8.8 229
3
12
8.2
1
8.3
10
8
X 1 X 2 X 3 Z 196
11
9
10
7.8
8
8.1 202
10
10
8.0
8
8.6 203
10
8.1
8.5
8.1
9.3 204
12
10
8.1
7.9
8.9 205
13
10
8.7 201
8.1
8.2
9.1 198
4
10
7.9
1
8
8.8 197
5
10
8.3
8.5
6
10
10
7.8
8
8.8 199
7
10
8.0
1
8.2
8.6 200
8
8.4
9.1 206
8.2
8.9 213
5
11
8.2
1
6.4
8.9 212
6
11
8.6
8.6
7
8.8
11
8.8
9
9.1 214
8
11
8.0
7.9
9 215
9
11
9.1 211
8.4
14
2
10
8.5
1
8.7
9 207
1
11
8.6
8.2
9 208
11
11
8.2
1
9
9.1 209
3
11
8.5
1
8.7
9 210
4
8.7 No No Id Asal sklh
Y
9.2 263
9.6 261
6
14
8.8
8
9.2 262
7
14
8.9
8.2
8
9.0
14
9.0
1
8.5
9.1 264
9
14
9.1
8.9
9.4 265
8.7
14
14
8.9
9 256
1
14
8.9
1
8.1
9.4 257
2
14
9.1
9.3 258
5
3
14
9.0
1
8.6
9.1 259
4
14
9.0
8.4
9.1 260
10
9.1
1
1
8.4
9.5 271
16
14
9.0
8.6
9 272
17
14
8.8
7.8
14
8.9 273
18
14
8.5
8.8
8.4 274
19
14
8.8
1
8.3
9.3
15
1
1
8.9
9.2 266
11
14
9.0
8.6
9.1 267
12
14
8.9
8.8
8.7 270
8.9 268
13
14
8.8
9
9.1 269
14
14
8.7
1
8.9
8.3
8.8
X 1 X 2 X 3 Z 236
7.6
15
12
8.7
1
8.3
9 242
16
12
8.5
1
9.1 243
8.1
17
12
8.1
1
8.1
8 244
18
12
8.8
8.8
9.1 245
9.1 241
8.7
12
8.8 238
10
12
7.7
1
7.9
8.2 237
11
12
8.2
8.1
12
12
12
8.4
1
7.9
8.5 239
13
12
8.4
7.9
8.9 240
14
19
8.2
13
8.5
9.1 251
6
13
8.9
1
8.5
9.1 252
7
13
8.1
8.8 253
8.6
8
13
8.0
7.5
8.2 254
9
13
8.6
8.6
9 255
10
8.4
13
8.5
8.5
7.5 246
1
13
8.7
1
7.7
9 247
2
13
8.6
9 248
5
3
13
8.8
1
8.5
9 249
4
13
8.4
8.2
8.8 250
8.9 No No Id Asal sklh
Y
16
1
8.1
9.2
1 302
14
16
9.0
1
8.8
9.6
1 303
15
8.8
16
1
8
9.5
1 304
16
16
8.3
7.8
8.7
1 305
17
16
8.7
13
8.3
9.3
1 297
9
16
8.3
1
8.9
9.1
1 298
10
16
8.9
8.2
1 299
1 301
11
16
8.8
8.8
8.9
1 300
12
16
8.8
1
8.8
9.2
8.8
9.3
7.9
9.5
9.6
1 311
23
16
8.9
8.5
9.2
1 312
24
16
9.0
8.2
1 313
1
25
16
8.9
9.2
9
1 314
26
16
8.1
1
8
8.9
8.2
8.9
1 306
7.8
18
16
8.2
1
7.6
9.3
1 307
19
16
8.4
1
7.5
1 308
16
20
16
8.5
9
8.1
1 309
21
16
8.7
8.4
9.3
1 310
22
9
8.4
X 1 X 2 X 3 Z 276
7.5
1
7.8
9.5 282
5
15
8.3
1
7.2
9.1 283
6
15
8.3
9.1 284
15
7
15
8.6
1
8.3
8.8 285
8
15
8.6
8.3
9 286
9
8.6
4
8.8
15
21
14
9.2
8.9
9.4 277
22
14
8.9
1
9
9.1 278
1
9.0
9.3 281
1
9
9.3 279
2
15
8.9
1
8.1
9.4 280
3
15
8.4
8.7
15
1
16
6
4
16
8.3
7.3
8.8
1 293
5
16
8.0
8.4
9
1 294
16
9.4
8.3
1
7.8
8.7
1 295
7
16
8.3
7.7
8.9
1 296
8
1 292
7.4
8.2
16
9.2 287
10
15
8.7
8.7
9.3 288
11
15
8.9
8.8
9.5 289
1
8.9
1
1
8.7
9.7
1 290
2
16
8.8
8.2
8.8
1 291
3
16
8.6
1 No No Id
Siswa Asal sklh
9.1
1
8.1
9.2 341
20
17
8.6
1
8.6
9.4 342
21
17
9.4
17
9.3 343
22
17
8.8
8.4
9.2 344
23
17
8.9
1
8.9
8.5
19
24
8.8
17
8.9
9
9.5 336
15
17
9.0
9.2
9.6 337
16
17
1
9.4 340
9
9.4 338
17
17
8.4
7.4
8.8 339
18
17
8.8
1
9.2
9.4 345
17
9.5 335
8.7
8.9
8.2 351
4
18
8.9
1
8.7
9.3 352
5
18
8.9
9.6 353
8.6
6
18
9.1
1
9.3
9.7 354
7
18
8.6
1
8.5
1
18
9.0
9.1
1
9.2
9.3 346
25
17
9.2
1
9.1
9.7 347
26
17
9
3
9.3 348
1
18
8.6
8.6
8.9 349
2
18
9.0
1
9.3
9.4 350
14
9.3
Y
9.1
16
8.2
1
8.4
8.9
1 321
33
16
8.5
1
8.2
1 322
1 320
1
17
8.8
1
9.1
9.4 323
2
17
9.1
8.9
9.6 324
32
8.6
17
1
X 1 X 2 X 3 Z 316
28
16
8.6
1
8.2
9.3
1 317
29
16
8.9
8.8
8.1
9.2
1 318
30
16
8.7
1
8.2
9
1 319
31
16
8.1
3
8.7
8.9
9.2 332
9.5 330
9
17
8.7
8.8
9.4 331
10
17
8.6
1
8.4
11
1
17
8.8
8.9
9.4 333
12
17
8.8
1
8.9
9.3 334
13
17