10-Opening. 2 3 4 5 6 7 8 1-Picture of Probability and statistics 9

0-Opening 1

0-Opening 2

0-Opening 3

0-Opening 4

0-Opening 5

0-Opening 6

0-Opening 7

0-Opening 8

91-Picture of Probability and statistics

1-Picture of Probability and statistics 10

1-Picture of Probability and statistics

11

11

1-Picture of Probability and statistics

1-Picture of Probability and statistics 13

1-Picture of Probability and statistics 14

2-Hypothesis Testing and Sampling Distribution

15

2-Hypothesis Testing and Sampling Distribution

16

2-Hypothesis Testing and Sampling Distribution

17

2-Hypothesis Testing and Sampling Distribution

18

2-Hypothesis Testing and Sampling Distribution

19

20Random Variable and Binomial Distribution

Random Variable and Binomial Distribution 21

Random Variable and Binomial Distribution 22

Random Variable and Binomial Distribution 23

24Random Variable and Binomial Distribution

Random Variable and Binomial Distribution 25

4-Negative-Binomial Distribution and Inference on p

26

4-Negative-Binomial Distribution and Inference on p

27

4-Negative-Binomial Distribution and Inference on p

28

4-Negative-Binomial Distribution and Inference on p

29

Hypergeometric Distribution and Inference on N

30

Hypergeometric Distribution and Inference on N

31

Hypergeometric Distribution and Inference on N

32

Hypergeometric Distribution and Inference on N

33

Hypergeometric Distribution and Inference on N

34

Hypergeometric Distribution and Inference on N

35

6-Hypothesis Testing-Errors 36

6-Hypothesis Testing-Errors 37

6-Hypothesis Testing-Errors 38

6-Hypothesis Testing-Errors 39

6-Hypothesis Testing-Errors 40

6-Hypothesis Testing-Errors 41

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

42

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

43

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

44

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

45

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

46

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

47

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

48

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

49

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

50

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

51

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

52

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

53

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

54

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

55

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

56

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

57

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

58

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

59

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

60

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

61

9-1 Left/Right/Two-tailed Tests 62

9-1 Left/Right/Two-tailed Tests 63

9-1 Left/Right/Two-tailed Tests 64

9-1 Left/Right/Two-tailed Tests 65

9-1 Left/Right/Two-tailed Tests 66

9-1 Left/Right/Two-tailed Tests 67

9-1 Left/Right/Two-tailed Tests 68

10-Critical Region and p-Value for Percentile

69

10-Critical Region and p-Value for Percentile

70

10-Critical Region and p-Value for Percentile

71

10-Critical Region and p-Value for Percentile

72

11-Confidence Interval (Principle) 73

12-Constructing Confidence Interval

74

12-Constructing Confidence Interval 75

12-Constructing Confidence Interval 76

12-Constructing Confidence Interval 77

12-Constructing Confidence Interval 78

12-Constructing Confidence Interval 79

11-Confidence Interval (Principle) 80

11-Confidence Interval (Principle) 81

11-Confidence Interval (Principle) 82

11-Confidence Interval (Principle) 83

11-Confidence Interval (Principle) 84

11-Confidence Interval (Principle) 85

13-Confidence Interval (Binomial) 86

13-Confidence Interval (Binomial) 87

13-Confidence Interval (Binomial) 88

13-Confidence Interval (Binomial) 89

14-Confidence Interval (Neg-Binomial and Hypergeometric)

90

14-Confidence Interval (Neg-Binomial and Hypergeometric)

91

14-Confidence Interval (Neg-Binomial and Hypergeometric)

92

14-Confidence Interval (Neg-Binomial and Hypergeometric)

93

14-Confidence Interval (Neg-Binomial and Hypergeometric)

94

14-Confidence Interval (Neg-Binomial and Hypergeometric)

95

14-Confidence Interval (Neg-Binomial and Hypergeometric)

96

14-Confidence Interval (Neg-Binomial and Hypergeometric)

97

15-Confidence Interval for Quantile 98

15-Confidence Interval for Quantile 99

15-Confidence Interval for Quantile 100

15-Confidence Interval for Quantile 101

16-Distribution of Sample Mean 102

16-Distribution of Sample Mean 103

16-Distribution of Sample Mean 104

16-Distribution of Sample Mean 105

16-Distribution of Sample Mean 106

16-Distribution of Sample Mean 107

16-Distribution of Sample Mean 108

16-Distribution of Sample Mean 109

16-Distribution of Sample Mean 110

11A-Continuous-Discrete-CI 111

11A-Continuous-Discrete-CI 112

11A-Continuous-Discrete-CI 113

11A-Continuous-Discrete-CI 114

16A Idea Behind Constructing Confidence Interval

115

16A Idea Behind Constructing Confidence Interval

116

16A Idea Behind Constructing Confidence Interval

117

16A Idea Behind Constructing Confidence Interval

118

16A Idea Behind Constructing Confidence Interval

119

17-Inference on Mu (Sigma Known) 120

17-Inference on Mu (Sigma Known) 121

17-Inference on Mu (Sigma Known) 122

17-Inference on Mu (Sigma Known) 123

17-Inference on Mu (Sigma Known) 124

18-Inference on p (Normal) 125

18-Inference on p (Normal) 126

18-Inference on p (Normal) 127

18-Inference on p (Normal) 128

18-Inference on p (Normal) 129

18-Inference on p (Normal) 130

18-Inference on p (Normal) 131

18-Inference on p (Normal) 132

19-Chisquare and t Distributions 133

19-Chisquare and t Distributions 134

19-Chisquare and t Distributions 135

19-Chisquare and t Distributions 136

19-Chisquare and t Distributions 137

20-Inference on Mu (Sigma Unknown) 138

20-Inference on Mu (Sigma Unknown) 139

20-Inference on Mu (Sigma Unknown) 140

20-Inference on Mu (Sigma Unknown) 141

20-Inference on Mu (Sigma Unknown) 142

20-Inference on Mu (Sigma Unknown) 143

21-Inference on Sigma^2 144

21-Inference on Sigma^2 145

21-Inference on Sigma^2 146

21-Inference on Sigma^2 147

14821-Inference on Sigma^2

21-Inference on Sigma^2 149

21-Inference on Sigma^2 150

22-Inference on Mu Difference (Variances Known)

151

22-Inference on Mu Difference (Variances Known)

152

22-Inference on Mu Difference (Variances Known)

153

22-Inference on Mu Difference (Variances Known)

154

22-Inference on Mu Difference (Variances Known)

155

22-Inference on Mu Difference (Variances Known)

156

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

157

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

158

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

159

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

160

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

161

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

162

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

163

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

164

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

165

24-Inference on Mu Difference (Paired) 166

24-Inference on Mu Difference (Paired) 167

24-Inference on Mu Difference (Paired) 168

24-Inference on Mu Difference (Paired) 169

24-Inference on Mu Difference (Paired) 170

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

171

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

172

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

173

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

174

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

175

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

176

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

177

Inference on Variance Ratio 178

Inference on Variance Ratio 179

Inference on Variance Ratio 180

Inference on Variance Ratio 181

Inference on Variance Ratio 182

Inference on Variance Ratio 183

27-Sample Size and Inference Precision 184

27-Sample Size and Inference Precision 185

27-Sample Size and Inference Precision 186

27-Sample Size and Inference Precision 187

27-Sample Size and Inference Precision 188

27-Sample Size and Inference Precision 189

27-Sample Size and Inference Precision 190

27-Sample Size and Inference Precision 191

27-Sample Size and Inference Precision 192

27-Sample Size and Inference Precision 193

27-Sample Size and Inference Precision 194

27-Sample Size and Inference Precision 195

27-Sample Size and Inference Precision 196

28-Sample Size and Power 197

28-Sample Size and Power 198

28-Sample Size and Power 199

28A-Sensitivity-Specificity-ROC.curve 200

28A-Sensitivity-Specificity-ROC.curve 201

28A-Sensitivity-Specificity-ROC.curve 202

28A-Sensitivity-Specificity-ROC.curve 203

29-Review Big Picture of Statistics 204

29-Review Big Picture of Statistics 205

29-Review Big Picture of Statistics 206

29-Review Big Picture of Statistics 207

29-Review Big Picture of Statistics 208

29-Review Big Picture of Statistics 209

29-Review Big Picture of Statistics 210

29-Review Big Picture of Statistics 211

30A-Chi-Square-Tests 212

30A-Chi-Square-Tests 213

30A-Chi-Square-Tests 214

30B-Goodness-of-Fit-Test 215

30B-Goodness-of-Fit-Test 216

21730B-Goodness-of-Fit-Test

30B-Goodness-of-Fit-Test 218

30B-Goodness-of-Fit-Test 219

30B-Goodness-of-Fit-Test 220

30B-Goodness-of-Fit-Test 221

30B-Goodness-of-Fit-Test 222

30B-Goodness-of-Fit-Test 223

30C-Test-for-Homogeneity 224

30C-Test-for-Homogeneity 225

30C-Test-for-Homogeneity 226

30C-Test-for-Homogeneity 227

30C-Test-for-Homogeneity 228

30C-Test-for-Homogeneity 229

30C-Test-for-Homogeneity 230

30D-Test-for-Independence 231

30D-Test-for-Independence 232

30D-Test-for-Independence 233

30D-Test-for-Independence 234

Simple-R-Commands 235

Simple-R-Commands 236

Simple-R-Commands 237

Simple-R-Commands 238

Simple-R-Commands 239

Simple-R-Commands 240