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20-Opening 3 4 5 6 7 8 9 統計學 授課教師:楊維寧 10Simple-R-Commands.

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Presentation on theme: "20-Opening 3 4 5 6 7 8 9 統計學 授課教師:楊維寧 10Simple-R-Commands."— Presentation transcript:

1

2 20-Opening

3 3

4 4

5 5

6 6

7 7

8 8

9 9

10 統計學 授課教師:楊維寧 10Simple-R-Commands

11 統計學 授課教師:楊維寧 11Simple-R-Commands

12 統計學 授課教師:楊維寧 12Simple-R-Commands

13 統計學 授課教師:楊維寧 13Simple-R-Commands

14 統計學 授課教師:楊維寧 14Simple-R-Commands

15 統計學 授課教師:楊維寧 15Simple-R-Commands

16 統計學 授課教師:楊維寧 16Simple-R-Commands

17 1-Picture of Probability and statistics 17

18 1-Picture of Probability and statistics18

19 1-Picture of Probability and statistics 19

20 1-Picture of Probability and statistics

21 21

22 1-Picture of Probability and statistics22

23 23 2-Hypothesis Testing and Sampling Distribution

24 24

25 2-Hypothesis Testing and Sampling Distribution 25

26 2-Hypothesis Testing and Sampling Distribution 26

27 2-Hypothesis Testing and Sampling Distribution 27

28 28 Random Variable and Binomial Distribution

29 29

30 Random Variable and Binomial Distribution30

31 Random Variable and Binomial Distribution31

32 Random Variable and Binomial Distribution 32

33 Random Variable and Binomial Distribution33

34 34 4-Negative-Binomial Distribution and Inference on p

35 35

36 4-Negative-Binomial Distribution and Inference on p 36

37 4-Negative-Binomial Distribution and Inference on p 37

38 38 Hypergeometric Distribution and Inference on N

39 39

40 Hypergeometric Distribution and Inference on N 40

41 Hypergeometric Distribution and Inference on N 41

42 Hypergeometric Distribution and Inference on N 42

43 Hypergeometric Distribution and Inference on N 43

44 446-Hypothesis Testing-Errors

45 45

46 6-Hypothesis Testing-Errors46

47 6-Hypothesis Testing-Errors47

48 6-Hypothesis Testing-Errors48

49 6-Hypothesis Testing-Errors49

50 50 7-Critical Region and p-Value --- A (Right- Tailed)

51 51

52 7-Critical Region and p-Value --- A (Right- Tailed) 52

53 7-Critical Region and p-Value --- A (Right- Tailed) 53

54 7-Critical Region and p-Value --- A (Right- Tailed) 54

55 7-Critical Region and p-Value --- A (Right- Tailed) 55

56 56 8-Critical Region and p-Value --- B (Left- Tailed)

57 57

58 8-Critical Region and p-Value --- B (Left- Tailed) 58

59 8-Critical Region and p-Value --- B (Left- Tailed) 59

60 8-Critical Region and p-Value --- B (Left- Tailed) 60

61 8-Critical Region and p-Value --- B (Left- Tailed) 61

62 8-Critical Region and p-Value --- B (Left- Tailed) 62

63 8-Critical Region and p-Value --- B (Left- Tailed) 63

64 8-Critical Region and p-Value --- B (Left- Tailed) 64

65 65 9-Critical Region and p-value --- C (Two- Tailed)

66 66 9-Critical Region and p-value --- C (Two- Tailed)

67 67 9-Critical Region and p-value --- C (Two- Tailed)

68 68 9-Critical Region and p-value --- C (Two- Tailed)

69 69 9-Critical Region and p-value --- C (Two- Tailed)

70 709-1 Left/Right/Two-tailed Tests

71 71

72 9-1 Left/Right/Two-tailed Tests72

73 9-1 Left/Right/Two-tailed Tests73

74 9-1 Left/Right/Two-tailed Tests74

75 9-1 Left/Right/Two-tailed Tests75

76 9-1 Left/Right/Two-tailed Tests76

77 77 10-Critical Region and p-Value for Percentile

78 78 10-Critical Region and p-Value for Percentile

79 79 10-Critical Region and p-Value for Percentile

80 80 10-Critical Region and p-Value for Percentile

81 統計學 授課教師:楊維寧 81R-Right-tailed

82 統計學 授課教師:楊維寧 82R-Right-tailed

83 統計學 授課教師:楊維寧 83R-Left-tailed

84 統計學 授課教師:楊維寧 84R-Left-tailed

85 8511-Confidence Interval (Principle)

86 8611-Confidence Interval (Principle)

87 8711-Confidence Interval (Principle)

88 8811-Confidence Interval (Principle)

89 8911-Confidence Interval (Principle)

90 9011-Confidence Interval (Principle)

91 9111-Confidence Interval (Principle)

92 92 12-Constructing Confidence Interval

93 9312-Constructing Confidence Interval

94 9412-Constructing Confidence Interval

95 9512-Constructing Confidence Interval

96 9612-Constructing Confidence Interval

97 9712-Constructing Confidence Interval

98 9813-Confidence Interval (Binomial)

99 9913-Confidence Interval (Binomial)

100 10013-Confidence Interval (Binomial)

101 10113-Confidence Interval (Binomial)

102 102 14-Confidence Interval (Neg-Binomial and Hypergeometric)

103 103 14-Confidence Interval (Neg-Binomial and Hypergeometric)

104 104 14-Confidence Interval (Neg-Binomial and Hypergeometric)

105 105 14-Confidence Interval (Neg-Binomial and Hypergeometric)

106 106 14-Confidence Interval (Neg-Binomial and Hypergeometric)

107 107 14-Confidence Interval (Neg-Binomial and Hypergeometric)

108 108 14-Confidence Interval (Neg-Binomial and Hypergeometric)

109 109 14-Confidence Interval (Neg-Binomial and Hypergeometric)

110 11015-Confidence Interval for Quantile

111 11115-Confidence Interval for Quantile

112 11215-Confidence Interval for Quantile

113 11315-Confidence Interval for Quantile

114 11416-Distribution of Sample Mean

115 11516-Distribution of Sample Mean

116 11616-Distribution of Sample Mean

117 117

118 16-Distribution of Sample Mean118

119 16-Distribution of Sample Mean119

120 12016-Distribution of Sample Mean

121 12116-Distribution of Sample Mean

122 12216-Distribution of Sample Mean

123 12316-Distribution of Sample Mean

124 12416-Distribution of Sample Mean

125 12516-Distribution of Sample Mean

126 12617-Inference on Mu (Sigma Known)

127 12717-Inference on Mu (Sigma Known)

128 12817-Inference on Mu (Sigma Known)

129 12917-Inference on Mu (Sigma Known)

130 13017-Inference on Mu (Sigma Known)

131 13118-Inference on p (Normal)

132 13218-Inference on p (Normal)

133 13318-Inference on p (Normal)

134 13418-Inference on p (Normal)

135 13518-Inference on p (Normal)

136 13618-Inference on p (Normal)

137 13718-Inference on p (Normal)

138 13818-Inference on p (Normal)

139 19-Chisquare and t Distributions139

140 14019-Chisquare and t Distributions

141 14119-Chisquare and t Distributions

142 14219-Chisquare and t Distributions

143 14319-Chisquare and t Distributions

144 14420-Inference on Mu (Sigma Unknown)

145 14520-Inference on Mu (Sigma Unknown)

146 14620-Inference on Mu (Sigma Unknown)

147 14720-Inference on Mu (Sigma Unknown)

148 14820-Inference on Mu (Sigma Unknown)

149 14920-Inference on Mu (Sigma Unknown)

150 15021-Inference on Sigma^2

151 15121-Inference on Sigma^2

152 15221-Inference on Sigma^2

153 15321-Inference on Sigma^2

154 154 21-Inference on Sigma^2

155 15521-Inference on Sigma^2

156 15621-Inference on Sigma^2

157 157 22-Inference on Mu Difference (Variances Known)

158 158 22-Inference on Mu Difference (Variances Known)

159 159 22-Inference on Mu Difference (Variances Known)

160 160 22-Inference on Mu Difference (Variances Known)

161 161 22-Inference on Mu Difference (Variances Known)

162 162 22-Inference on Mu Difference (Variances Known)

163 163 23-Inference on Mu Difference (Variances Equal But Unknown)

164 164 23-Inference on Mu Difference (Variances Equal But Unknown)

165 165 23-Inference on Mu Difference (Variances Equal But Unknown)

166 166 23-Inference on Mu Difference (Variances Equal But Unknown)

167 167 23-Inference on Mu Difference (Variances Equal But Unknown)

168 168 23-Inference on Mu Difference (Variances Equal But Unknown)

169 169 23-Inference on Mu Difference (Variances Equal But Unknown)

170 170 23-Inference on Mu Difference (Variances Equal But Unknown)

171 171 23-Inference on Mu Difference (Variances Equal But Unknown)

172 17224-Inference on Mu Difference (Paired)

173 17324-Inference on Mu Difference (Paired)

174 17424-Inference on Mu Difference (Paired)

175 17524-Inference on Mu Difference (Paired)

176 17624-Inference on Mu Difference (Paired)

177 177 25-Inference on Mu Difference (Paired) --- Example

178 178 25-Inference on Mu Difference (Paired) --- Example

179 179 25-Inference on Mu Difference (Paired) --- Example

180 180 25-Inference on Mu Difference (Paired) --- Example

181 181 25-Inference on Mu Difference (Paired) --- Example

182 182 25-Inference on Mu Difference (Paired) --- Example

183 183 25-Inference on Mu Difference (Paired) --- Example

184 184Inference on Variance Ratio

185 185Inference on Variance Ratio

186 186Inference on Variance Ratio

187 187Inference on Variance Ratio

188 188Inference on Variance Ratio

189 189Inference on Variance Ratio

190 19027-Sample Size and Inference Precision

191 19127-Sample Size and Inference Precision

192 192

193 27-Sample Size and Inference Precision193

194 19427-Sample Size and Inference Precision

195 19527-Sample Size and Inference Precision

196 19627-Sample Size and Inference Precision

197 197

198 19827-Sample Size and Inference Precision

199 19927-Sample Size and Inference Precision

200 20027-Sample Size and Inference Precision

201 20127-Sample Size and Inference Precision

202 20227-Sample Size and Inference Precision

203 20328A-Sensitivity-Specificity-ROC.curve

204 204

205 28A-Sensitivity-Specificity-ROC.curve205

206 28A-Sensitivity-Specificity-ROC.curve206

207 28-Sample Size and Power207

208 28-Sample Size and Power208

209 28-Sample Size and Power209

210 統計學 授課教師:楊維寧 21028-Sample Size and Power

211 統計學 授課教師:楊維寧 21128-Sample Size and Power

212 統計學 授課教師:楊維寧 21228-Sample Size and Power

213 統計學 授課教師:楊維寧 21329-Review Big Picture of Statistics

214 統計學 授課教師:楊維寧 21429-Review Big Picture of Statistics

215 統計學 授課教師:楊維寧 21529-Review Big Picture of Statistics

216 統計 學 授課教師:楊維寧 21629-Review Big Picture of Statistics

217 統計 學 授課教師:楊維寧 21729-Review Big Picture of Statistics

218 統計學 授課教師:楊維寧 21829-Review Big Picture of Statistics

219 統計學 授課教師:楊維寧 21929-Review Big Picture of Statistics

220 統計學 授課教師:楊維寧 22029-Review Big Picture of Statistics

221 統計學 授課教師:楊維寧 22129-Review Big Picture of Statistics

222 統計學 授課教師:楊維寧 222Standard Error of an Estimator

223 統計學 授課教師:楊維寧 223Standard Error of an Estimator

224 統計學 授課教師:楊維寧 224Standard Error of an Estimator

225 統計學 授課教師:楊維寧 225Standard Error of an Estimator

226 統計學 授課教師:楊維寧 226Standard Error of an Estimator

227 統計學 授課教師:楊維寧 227Standard Error of an Estimator

228 統計學 授課教師:楊維寧 228Standard Error of an Estimator

229 統計學 授課教師:楊維寧 22930A-Chi-Square-Tests

230 統計學 授課教師:楊維寧 23030A-Chi-Square-Tests 230

231 統計學 授課教師:楊維寧

232 統計學 23230A-Chi-Square-Tests

233 統計學 授課教師:楊維寧 23330B-Goodness-of-Fit-Test233 30B-Goodness-of-Fit-Test

234 統計學 授課教師:楊維寧 23430B-Goodness-of-Fit-Test234

235 統計學 授課教師:楊維寧 23530B-Goodness-of-Fit-Test

236 統計學 授課教師:楊維寧 23630B-Goodness-of-Fit-Test

237 統計學 授課教師:楊維寧 23730B-Goodness-of-Fit-Test

238 統計學 授課教師:楊維寧 23830B-Goodness-of-Fit-Test

239 統計學 授課教師:楊維寧 23930B-Goodness-of-Fit-Test

240 統計學 授課教師:楊維寧 24030B-Goodness-of-Fit-Test

241 統計學 授課教師:楊維寧 24130B-Goodness-of-Fit-Test

242 統計學 授課教師:楊維寧 24230B-Goodness-of-Fit-Test

243 統計學 授課教師:楊維寧 24330B-Goodness-of-Fit-Test

244 統計學 授課教師:楊維寧 24430C-Test-for-Homogeneity

245 統計學 授課教師:楊維寧 24530C-Test-for-Homogeneity

246 統計學 授課教師:楊維寧 24630C-Test-for-Homogeneity

247 統計學 授課教師:楊維寧 24730C-Test-for-Homogeneity

248 統計學 授課教師:楊維寧 24830C-Test-for-Homogeneity

249 統計學 授課教師:楊維寧 24930C-Test-for-Homogeneity

250 統計學 授課教師:楊維寧 25030C-Test-for-Homogeneity

251 統計學 授課教師:楊維寧 25130C-Test-for-Homogeneity

252 統計學 授課教師:楊維寧

253 統計學

254 統計學

255 統計學

256 統計學 256One-Way ANOVA

257 統計學 授課教師:楊維寧 257One-Way ANOVA

258 統計學 授課教師:楊維寧 258One-Way ANOVA

259 統計學 授課教師:楊維寧 259One-Way ANOVA

260 統計學 授課教師:楊維寧 260One-Way ANOVA

261 統計學 授課教師:楊維寧 261One-Way ANOVA

262 統計學 授課教師:楊維寧

263 統計學

264 統計學

265 統計學

266 統計學

267 統計學

268

269

270

271 統計學

272 統計學

273 統計學

274 統計學

275 統計學 275BigPicture

276 統計學 授課教師:楊維寧 276BigPicture

277 統計學 授課教師:楊維寧 277BigPicture


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