Institutional Repository | Satya Wacana Christian University: Uji Normalitas Menggunakan Statistik Jarque-Bera berdasarkan Metode Bootstrap

Lampiran 1 : Data kandungan Kapsul Herbal Glucoser
sampel

Tinospora
Caulis

Piper
Decumanun

Plantago
Herba

Azadirachta
Folia

sampel

Tinospora
Caulis

Piper

Decumanun

Plantago
Herba

Azadirachta
Folia

1

200.0

150.0

100.0

50.0

39


195.8

146.9

97.9

49.0

2

199.9

149.9

100.0

50.0

40


196.0

147.0

98.0

49.0

3

199.5

149.7

99.8

49.9

41


194.4

145.8

97.2

48.6

4

199.6

149.7

99.8

49.9

42


193.2

145.0

96.6

48.3

5

199.1

149.3

99.6

49.8

43


192.1

144.1

96.1

48.0

6

199.9

150.0

100.0

50.0

44


190.9

143.2

95.5

47.7

7

199.6

149.7

99.8

49.9

45


198.4

148.8

99.2

49.6

8

198.9

149.2

99.5

49.7

46


198.7

149.0

99.4

49.7

9

195.9

147.0

98.0

49.0

47


199.1

149.3

99.5

49.8

10

193.0

144.8

96.5

48.3

48


199.4

149.6

99.7

49.9

11

190.0

142.5

95.0

47.5

49

199.8

149.9

99.9

50.0

12

187.0

140.3

93.5

46.8

50

200.0

150.0

100.0

50.0

13

199.6

149.7

99.8

49.9

51

199.6

149.7

99.8

49.9

14

199.5

149.6

99.8

49.9

52

196.0

147.0

98.0

49.0

15

199.4

149.6

99.7

49.9

53

193.0

144.8

96.5

48.3

16

196.6

147.5

98.3

49.2

54

190.0

142.5

95.0

47.5

17

200.0

150.0

100.0

50.0

55

187.1

140.3

93.5

46.8

18

200.0

150.0

100.0

50.0

56

199.6

149.7

99.8

49.9

19

199.9

150.0

100.0

50.0

57

199.5

149.6

99.8

49.9

20

199.6

149.7

99.8

49.9

58

199.4

149.6

99.7

49.9

21

199.5

149.6

99.8

49.9

59

196.6

147.5

98.3

49.2

22

198.2

148.7

99.1

49.6

60

200.0

150.0

100.0

50.0

23

198.3

148.8

99.2

49.6

61

199.4

149.6

99.7

49.9

24

198.7

149.0

99.4

49.7

62

199.8

149.9

99.9

50.0

25

199.0

149.3

99.5

49.8

63

200.0

150.0

100.0

50.0

26

199.4

149.6

99.7

49.9

64

199.6

149.7

99.8

49.9

27

199.8

149.9

99.9

50.0

65

196.0

147.0

98.0

49.0

28

199.9

150.0

100.0

50.0

66

193.0

144.8

96.5

48.3

29

199.6

149.7

99.8

49.9

67

190.0

142.5

95.0

47.5

30

199.3

149.5

99.7

49.8

68

196.6

147.5

98.3

49.2

31

199.0

149.3

99.5

49.8

69

200.0

150.0

100.0

50.0

32

200.0

150.0

100.0

50.0

70

199.4

149.6

99.7

49.9

33

199.9

150.0

100.0

50.0

71

199.8

149.9

99.9

50.0

34

200.0

150.0

100.0

50.0

72

200.0

150.0

100.0

50.0

35

200.0

150.0

100.0

50.0

73

200.0

150.0

100.0

50.0

36

200.0

150.0

100.0

50.0

74

200.0

150.0

100.0

50.0

37

199.4

149.6

99.7

49.9

75

200.0

150.0

100.0

50.0

38

198.3

148.8

99.2

49.6

76

200.0

150.0

100.0

50.0

5

sampel

Lampiran 1 (Lanjutan)
Tinospora
Piper
Plantago
Caulis
Decumanun
Herba

Azadirachta
Folia

sampel

Tinospora
Caulis

Piper
Decumanun

Plantago
Herba

Azadirachta
Folia

77

199.6

149.7

99.8

49.9

115

196.0

147.0

98.0

49.0

78

196.0

147.0

98.0

49.0

116

199.4

149.6

99.7

49.9

79

190.0

142.5

95.0

47.5

117

190.0

142.5

95.0

47.5

80

196.6

147.5

98.3

49.2

118

196.6

147.5

98.3

49.2

81

200.0

150.0

100.0

50.0

119

192.5

144.4

96.3

48.1

82

199.4

149.6

99.7

49.9

120

191.1

143.3

95.5

47.8

83

199.5

149.6

99.8

49.9

121

189.7

142.3

94.8

47.4

84

199.4

149.6

99.7

49.9

122

188.2

141.2

94.1

47.1

85

199.6

149.7

99.8

49.9

123

198.7

149.0

99.4

49.7

86

196.0

147.0

98.0

49.0

124

199.1

149.3

99.5

49.8

87

199.5

149.6

99.8

49.9

125

199.4

149.6

99.7

49.9

88

199.4

149.6

99.7

49.9

126

199.8

149.9

99.9

50.0

89

200.0

150.0

100.0

50.0

127

198.7

149.0

99.4

49.7

90

199.6

149.7

99.8

49.9

128

199.1

149.3

99.5

49.8

91

199.4

149.6

99.7

49.9

129

199.4

149.6

99.7

49.9

92

199.2

149.4

99.6

49.8

130

199.8

149.9

99.9

50.0

93

198.9

149.2

99.5

49.7

131

199.4

149.6

99.7

49.9

94

198.7

149.0

99.3

49.7

132

199.8

149.9

99.9

50.0

95

198.4

148.8

99.2

49.6

133

198.7

149.0

99.4

49.7

96

198.2

148.7

99.1

49.6

134

196.0

147.0

98.0

49.0

97

199.8

149.9

99.9

50.0

135

199.8

149.9

99.9

50.0

98

200.0

150.0

100.0

50.0

136

198.7

149.0

99.4

49.7

99

199.6

149.7

99.8

49.9

137

196.0

147.0

98.0

49.0

100

196.0

147.0

98.0

49.0

138

199.4

149.6

99.7

49.9

101

199.4

149.6

99.7

49.9

139

190.0

142.5

95.0

47.5

102

199.8

149.9

99.9

50.0

140

196.6

147.5

98.3

49.2

103

200.0

150.0

100.0

50.0

141

196.0

147.0

98.0

49.0

104

199.6

149.7

99.8

49.9

142

194.4

145.8

97.2

48.6

105

196.0

147.0

98.0

49.0

143

193.3

145.0

96.6

48.3

106

199.4

149.6

99.7

49.9

144

192.1

144.1

96.1

48.0

107

200.0

150.0

100.0

50.0

145

199.4

149.6

99.7

49.9

108

196.6

147.5

98.3

49.2

146

190.0

142.5

95.0

47.5

109

200.0

150.0

100.0

50.0

147

196.6

147.5

98.3

49.2

110

200.0

150.0

100.0

50.0

148

196.0

147.0

98.0

49.0

111

199.1

149.3

99.6

49.8

149

192.1

144.1

96.1

48.0

112

200.0

150.0

100.0

50.0

150

199.4

149.6

99.7

49.9

113

200.0

150.0

100.0

50.0

151

200.0

150.0

100.0

50.0

114

199.6

149.7

99.8

49.9

152

199.6

149.7

99.8

49.9

6

sampel

Lampiran 1 (Lanjutan)
Tinospora
Piper
Plantago
Caulis
Decumanun
Herba

Azadirachta
Folia

sampel

Tinospora
Caulis

Piper
Decumanun

Plantago
Herba

Azadirachta
Folia

153

196.0

147.0

98.0

49.0

191

200.0

150.0

100.0

50.0

154

199.4

149.6

99.7

49.9

192

199.6

149.7

99.8

49.9

155

199.4

149.6

99.7

49.9

193

196.0

147.0

98.0

49.0

156

200.0

150.0

100.0

50.0

194

199.1

149.3

99.5

49.8

157

198.7

149.0

99.4

49.7

195

199.8

149.9

99.9

50.0

158

199.1

149.3

99.5

49.8

196

200.0

150.0

100.0

50.0

159

199.4

149.6

99.7

49.9

197

199.6

149.7

99.8

49.9

160

199.8

149.9

99.9

50.0

198

196.0

147.0

98.0

49.0

161

200.0

150.0

100.0

50.0

199

199.1

149.3

99.5

49.8

162

199.6

149.7

99.8

49.9

200

200.0

150.0

100.0

50.0

163

196.0

147.0

98.0

49.0

201

200.0

150.0

100.0

50.0

164

200.0

150.0

100.0

50.0

202

196.6

147.5

98.3

49.2

165

200.0

150.0

100.0

50.0

203

193.2

144.9

96.6

48.3

166

200.0

150.0

100.0

50.0

204

189.8

142.4

94.9

47.5

167

200.0

150.0

100.0

50.0

205

199.6

149.7

99.8

49.9

168

199.6

149.7

99.8

49.9

206

199.6

149.7

99.8

49.9

169

196.0

147.0

98.0

49.0

207

196.0

147.0

98.0

49.0

170

192.3

144.2

96.1

48.1

208

199.8

149.9

99.9

50.0

171

188.6

141.5

94.3

47.2

209

200.0

150.0

100.0

50.0

172

199.4

149.6

99.7

49.9

210

199.7

149.8

99.9

49.9

173

190.0

142.5

95.0

47.5

211

196.1

147.1

98.0

49.0

174

196.6

147.5

98.3

49.2

212

194.4

145.8

97.2

48.6

175

196.0

147.0

98.0

49.0

213

199.4

149.6

99.7

49.9

176

194.4

145.8

97.2

48.6

214

200.0

150.0

100.0

50.0

177

194.1

145.6

97.0

48.5

215

199.8

149.9

99.9

50.0

178

193.9

145.4

97.0

48.5

216

199.4

149.6

99.7

49.9

179

198.7

149.0

99.4

49.7

217

199.8

149.9

99.9

50.0

180

199.1

149.3

99.5

49.8

218

196.0

147.0

98.0

49.0

181

199.8

149.9

99.9

50.0

219

199.4

149.6

99.7

49.9

182

200.0

150.0

100.0

50.0

220

190.0

142.5

95.0

47.5

183

199.6

149.7

99.8

49.9

221

199.8

149.9

99.9

50.0

184

194.0

145.5

97.0

48.5

222

200.0

150.0

100.0

50.0

185

198.8

149.1

99.4

49.7

223

199.9

149.9

99.9

50.0

186

199.1

149.3

99.5

49.8

224

199.9

149.9

99.9

50.0

187

199.8

149.9

99.9

50.0

225

199.7

149.8

99.9

49.9

188

198.7

149.0

99.3

49.7

226

198.7

149.0

99.3

49.7

189

197.6

148.2

98.8

49.4

227

197.6

148.2

98.8

49.4

190

196.4

147.3

98.2

49.1

228

196.4

147.3

98.2

49.1

7

sampel

Lampiran 1 (Lanjutan)
Tinospora
Piper
Plantago
Caulis
Decumanun
Herba

Azadirachta
Folia

sampel

Tinospora
Caulis

Piper
Decumanun

Plantago
Herba

Azadirachta
Folia

229

200.0

150.0

100.0

50.0

267

199.7

149.8

99.8

49.9

230

199.9

149.9

99.9

50.0

268

199.9

149.9

100.0

50.0

231

199.8

149.9

99.9

50.0

269

199.7

149.8

99.9

49.9

232

199.9

149.9

100.0

50.0

270

196.1

147.1

98.0

49.0

233

198.6

149.0

99.3

49.7

271

194.4

145.8

97.2

48.6

234

200.0

150.0

100.0

50.0

272

199.9

149.9

100.0

50.0

235

200.0

150.0

100.0

50.0

273

199.7

149.8

99.9

49.9

236

199.9

149.9

100.0

50.0

274

199.6

149.7

99.8

49.9

237

200.0

150.0

100.0

50.0

275

196.0

147.0

98.0

49.0

238

199.9

149.9

99.9

50.0

276

199.8

149.9

99.9

50.0

239

200.0

150.0

100.0

50.0

277

196.0

147.0

98.0

49.0

240

200.0

150.0

100.0

50.0

278

199.7

149.8

99.9

49.9

241

199.2

149.4

99.6

49.8

279

198.7

149.0

99.3

49.7

242

199.2

149.4

99.6

49.8

280

194.4

145.8

97.2

48.6

243

196.0

147.0

98.0

49.0

281

199.4

149.6

99.7

49.9

244

197.1

147.8

98.6

49.3

282

200.0

150.0

100.0

50.0

245

198.4

148.8

99.2

49.6

283

198.7

149.0

99.3

49.7

246

196.0

147.0

98.0

49.0

284

194.4

145.8

97.2

48.6

247

198.8

149.1

99.4

49.7

285

199.4

149.6

99.7

49.9

248

199.5

149.6

99.8

49.9

286

200.0

150.0

100.0

50.0

249

200.0

150.0

100.0

50.0

287

199.8

149.9

99.9

50.0

250

200.0

150.0

100.0

50.0

288

199.9

149.9

100.0

50.0

251

200.0

150.0

100.0

50.0

252

200.0

150.0

100.0

50.0

253

199.5

149.6

99.7

49.9

254

199.7

149.8

99.8

49.9

255

199.9

149.9

100.0

50.0

256

199.6

149.7

99.8

49.9

257

199.6

149.7

99.8

49.9

258

197.1

147.8

98.6

49.3

259

198.4

148.8

99.2

49.6

260

196.0

147.0

98.0

49.0

261

198.7

149.0

99.3

49.7

262

197.6

148.2

98.8

49.4

263

196.4

147.3

98.2

49.1

264

200.0

150.0

100.0

50.0

265

196.0

147.0

98.0

49.0

266

198.7

149.0

99.3

49.7

8

Lampiran 2: Program R untuk Uji normalitas dengan menggunakan statistik
Jarque-Bera pada data multivariat diperoleh dari data pada Tabel 4.3 (Applied
Multivariate Statistical Analysis, Johnson and Wichern , 2002 , contoh 4.13, hal.143)
# Uji normalitas untuk 1 variabel
ubah.matrix

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