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

## 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:

20-Opening

3

4

5

6

7

8

9

1-Picture of Probability and statistics 17

1-Picture of Probability and statistics18

1-Picture of Probability and statistics 19

1-Picture of Probability and statistics

21

1-Picture of Probability and statistics22

23 2-Hypothesis Testing and Sampling Distribution

24

2-Hypothesis Testing and Sampling Distribution 25

2-Hypothesis Testing and Sampling Distribution 26

2-Hypothesis Testing and Sampling Distribution 27

28 Random Variable and Binomial Distribution

29

Random Variable and Binomial Distribution30

Random Variable and Binomial Distribution31

Random Variable and Binomial Distribution 32

Random Variable and Binomial Distribution33

34 4-Negative-Binomial Distribution and Inference on p

35

4-Negative-Binomial Distribution and Inference on p 36

4-Negative-Binomial Distribution and Inference on p 37

38 Hypergeometric Distribution and Inference on N

39

Hypergeometric Distribution and Inference on N 40

Hypergeometric Distribution and Inference on N 41

Hypergeometric Distribution and Inference on N 42

Hypergeometric Distribution and Inference on N 43

446-Hypothesis Testing-Errors

45

6-Hypothesis Testing-Errors46

6-Hypothesis Testing-Errors47

6-Hypothesis Testing-Errors48

6-Hypothesis Testing-Errors49

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

51

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

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

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

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

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

57

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

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

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

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

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

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

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

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

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

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

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

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

709-1 Left/Right/Two-tailed Tests

71

9-1 Left/Right/Two-tailed Tests72

9-1 Left/Right/Two-tailed Tests73

9-1 Left/Right/Two-tailed Tests74

9-1 Left/Right/Two-tailed Tests75

9-1 Left/Right/Two-tailed Tests76

77 10-Critical Region and p-Value for Percentile

78 10-Critical Region and p-Value for Percentile

79 10-Critical Region and p-Value for Percentile

80 10-Critical Region and p-Value for Percentile

8511-Confidence Interval (Principle)

8611-Confidence Interval (Principle)

8711-Confidence Interval (Principle)

8811-Confidence Interval (Principle)

8911-Confidence Interval (Principle)

9011-Confidence Interval (Principle)

9111-Confidence Interval (Principle)

92 12-Constructing Confidence Interval

9312-Constructing Confidence Interval

9412-Constructing Confidence Interval

9512-Constructing Confidence Interval

9612-Constructing Confidence Interval

9712-Constructing Confidence Interval

9813-Confidence Interval (Binomial)

9913-Confidence Interval (Binomial)

10013-Confidence Interval (Binomial)

10113-Confidence Interval (Binomial)

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

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

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

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

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

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

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

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

11015-Confidence Interval for Quantile

11115-Confidence Interval for Quantile

11215-Confidence Interval for Quantile

11315-Confidence Interval for Quantile

11416-Distribution of Sample Mean

11516-Distribution of Sample Mean

11616-Distribution of Sample Mean

117

16-Distribution of Sample Mean118

16-Distribution of Sample Mean119

12016-Distribution of Sample Mean

12116-Distribution of Sample Mean

12216-Distribution of Sample Mean

12316-Distribution of Sample Mean

12416-Distribution of Sample Mean

12516-Distribution of Sample Mean

12617-Inference on Mu (Sigma Known)

12717-Inference on Mu (Sigma Known)

12817-Inference on Mu (Sigma Known)

12917-Inference on Mu (Sigma Known)

13017-Inference on Mu (Sigma Known)

13118-Inference on p (Normal)

13218-Inference on p (Normal)

13318-Inference on p (Normal)

13418-Inference on p (Normal)

13518-Inference on p (Normal)

13618-Inference on p (Normal)

13718-Inference on p (Normal)

13818-Inference on p (Normal)

19-Chisquare and t Distributions139

14019-Chisquare and t Distributions

14119-Chisquare and t Distributions

14219-Chisquare and t Distributions

14319-Chisquare and t Distributions

14420-Inference on Mu (Sigma Unknown)

14520-Inference on Mu (Sigma Unknown)

14620-Inference on Mu (Sigma Unknown)

14720-Inference on Mu (Sigma Unknown)

14820-Inference on Mu (Sigma Unknown)

14920-Inference on Mu (Sigma Unknown)

15021-Inference on Sigma^2

15121-Inference on Sigma^2

15221-Inference on Sigma^2

15321-Inference on Sigma^2

154 21-Inference on Sigma^2

15521-Inference on Sigma^2

15621-Inference on Sigma^2

157 22-Inference on Mu Difference (Variances Known)

158 22-Inference on Mu Difference (Variances Known)

159 22-Inference on Mu Difference (Variances Known)

160 22-Inference on Mu Difference (Variances Known)

161 22-Inference on Mu Difference (Variances Known)

162 22-Inference on Mu Difference (Variances Known)

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

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

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

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

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

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

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

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

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

17224-Inference on Mu Difference (Paired)

17324-Inference on Mu Difference (Paired)

17424-Inference on Mu Difference (Paired)

17524-Inference on Mu Difference (Paired)

17624-Inference on Mu Difference (Paired)

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

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

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

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

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

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

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

184Inference on Variance Ratio

185Inference on Variance Ratio

186Inference on Variance Ratio

187Inference on Variance Ratio

188Inference on Variance Ratio

189Inference on Variance Ratio

19027-Sample Size and Inference Precision

19127-Sample Size and Inference Precision

192

27-Sample Size and Inference Precision193

19427-Sample Size and Inference Precision

19527-Sample Size and Inference Precision

19627-Sample Size and Inference Precision

197

19827-Sample Size and Inference Precision

19927-Sample Size and Inference Precision

20027-Sample Size and Inference Precision

20127-Sample Size and Inference Precision

20227-Sample Size and Inference Precision

20328A-Sensitivity-Specificity-ROC.curve

204

28A-Sensitivity-Specificity-ROC.curve205

28A-Sensitivity-Specificity-ROC.curve206

28-Sample Size and Power207

28-Sample Size and Power208

28-Sample Size and Power209

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