Читать книгу Quantitative Trading - Ernest P. Chan - Страница 2

Оглавление

Table of Contents

Cover

Title Page

Copyright

Dedication

Preface to the 2nd Edition REFERENCES

Preface WHO IS THIS BOOK FOR? WHAT KIND OF BACKGROUND DO YOU NEED? WHAT WILL YOU FIND IN THIS BOOK? REFERENCES

Acknowledgments

CHAPTER 1: The Whats, Whos, and Whys of Quantitative Trading WHO CAN BECOME A QUANTITATIVE TRADER? THE BUSINESS CASE FOR QUANTITATIVE TRADING THE WAY FORWARD

CHAPTER 2: Fishing for Ideas HOW TO IDENTIFY A STRATEGY THAT SUITS YOU A TASTE FOR PLAUSIBLE STRATEGIES AND THEIR PITFALLS SUMMARY REFERENCES

10  CHAPTER 3: Backtesting COMMON BACKTESTING PLATFORMS FINDING AND USING HISTORICAL DATABASES PERFORMANCE MEASUREMENT COMMON BACKTESTING PITFALLS TO AVOID TRANSACTION COSTS STRATEGY REFINEMENT SUMMARY REFERENCES NOTE

11  CHAPTER 4: Setting Up Your Business BUSINESS STRUCTURE: RETAIL OR PROPRIETARY? CHOOSING A BROKERAGE OR PROPRIETARY TRADING FIRM PHYSICAL INFRASTRUCTURE SUMMARY REFERENCES

12  CHAPTER 5: Execution Systems WHAT AN AUTOMATED TRADING SYSTEM CAN DO FOR YOU MINIMIZING TRANSACTION COSTS TESTING YOUR SYSTEM BY PAPER TRADING WHY DOES ACTUAL PERFORMANCE DIVERGE FROM EXPECTATIONS? SUMMARY

13  CHAPTER 6: Money and Risk Management OPTIMAL CAPITAL ALLOCATION AND LEVERAGE RISK MANAGEMENT PSYCHOLOGICAL PREPAREDNESS SUMMARY APPENDIX: A SIMPLE DERIVATION OF THE KELLY FORMULA WHEN RETURN DISTRIBUTION IS GAUSSIAN REFERENCES NOTES

14  CHAPTER 7: Special Topics in Quantitative Trading MEAN-REVERTING VERSUS MOMENTUM STRATEGIES REGIME CHANGE AND CONDITIONAL PARAMETER OPTIMIZATION STATIONARITY AND COINTEGRATION FACTOR MODELS WHAT IS YOUR EXIT STRATEGY? SEASONAL TRADING STRATEGIES HIGH-FREQUENCY TRADING STRATEGIES IS IT BETTER TO HAVE A HIGH-LEVERAGE VERSUS A HIGH-BETA PORTFOLIO? SUMMARY REFERENCES

15  CHAPTER 8: Conclusion NEXT STEPS REFERENCES

16  APPENDIX: A Quick Survey of MATLAB

17  Bibliography

18  About the Author

19  Index

20  End User License Agreement

List of Tables

1 Chapter 2TABLE 2.1 Sources of Trading IdeasTABLE 2.2 How Capital Availability Affects Your Many Choices

2 Chapter 3TABLE 3.1 Historical Databases for Backtesting

3 Chapter 4TABLE 4.1 Retail versus Proprietary Trading

List of Illustrations

1 Chapter 2FIGURE 2.1 Drawdown, maximum drawdown, and maximum drawdown duration.

2 Chapter 3FIGURE 3.1 Maximum drawdown and maximum drawdown duration for Example 3.4.

3 Chapter 5FIGURE 5.1 Semiautomated trading system.FIGURE 5.2 Fully automated trading system.

4 Chapter 7FIGURE 7.1 Cumulative returns of strategies based on Conditional vs. Uncondi...FIGURE 7.2 A stationary time series formed by the spread between GLD and GDX...FIGURE 7.3 A nonstationary time series formed by the spread between KO and P...FIGURE 7.4 Cointegration is not correlation. Stocks A and B are cointegrated...

Guide

Cover Page

Table of Contents

Begin Reading

Pages

ii

iii

iv

4 v

xi

xii

xiii

8 xiv

xv

10  xvi

11  xvii

12  xviii

13  xix

14  xxi

15  1

16  2

17  3

18  4

19  5

20  6

21  7

22  8

23  9

24  11

25  12

26  13

27  14

28  15

29  16

30  17

31  18

32  19

33  20

34  21

35  22

36 23

37  24

38  25

39  26

40  27

41  28

42  29

43  30

44 31

45  33

46  34

47  35

48  36

49 37

50  38

51  39

52  40

53  41

54  42

55  43

56  44

57  45

58  46

59  47

60  48

61  49

62  50

63  51

64  52

65  53

66  54

67  55

68  56

69  57

70  58

71  59

72  60

73  61

74  62

75  63

76  64

77  65

78  66

79  67

80  68

81  69

82  70

83  71

84  72

85  73

86  74

87  75

88  76

89  77

90  78

91 79

92 80

93  81

94  82

95  83

96  84

97  85

98  86

99  87

100  88

101  89

102  90

103  91

104  93

105  94

106  95

107  96

108  97

109  98

110  99

111  100

112  101

113  102

114  103

115  104

116  105

117  106

118  107

119  108

120  109

121  110

122  111

123  112

124  113

125  114

126  115

127  116

128  117

129  118

130  119

131  120

132  121

133  122

134  123

135  124

136  125

137  126

138  127

139  128

140  129

141  130

142  131

143  132

144  133

145  134

146  135

147  136

148  137

149  138

150  139

151  140

152  141

153  142

154  143

155  144

156  145

157  146

158  147

159  148

160  149

161  150

162  151

163  152

164  153

165  154

166  155

167  156

168  157

169  158

170  159

171  160

172  161

173  162

174  163

175  164

176  165

177  166

178  167

179  168

180  169

181  170

182  171

183  172

184  173

185  174

186  175

187  176

188  177

189  178

190  179

191  180

192  181

193  182

194  183

195  184

196  185

197  186

198  187

199  188

200  189

201  190

202 191

203 192

204  193

205  194

206  195

207  196

208  197

209  198

210  199

211  200

212  201

213  202

214  203

215 204

216  205

217 206

218 207

219 208

220  209

221  211

222 212

223 213

224 214

225 215

226 216

227 217

228 218

229 219

230 220

231 221

232 222

233 223

234 224

235 225

236 226

237 227

238 228

239 229

240 230

241 231

242  232

Quantitative Trading

Подняться наверх