Greetings- below is the RATS program and data I used to estimate the baseline model in my paper "Tests of Microstructural Hypotheses in the Foreign Exchange Market," Journal of Financial Economics, 1995, 321-351. The series names should be clear from descriptions in the paper. (Note: the "sample" variable is used in the RATS program to exclude the overnight observations, per the paper.) Rich Lyons RATS386 4.10. Run on Dec 31 1996 (c) 1992-4 Thomas A. Doan. All rights reserved ******************************************* * Program to regress micro data ******************************************* compute [integer] nobs = 843 compute [integer] monstart = 1 compute [integer] monend = 181 compute [integer] tuestart = 182 compute [integer] tueend = 330 compute [integer] wedstart = 331 compute [integer] wedend = 440 compute [integer] thustart = 441 compute [integer] thuend = 592 compute [integer] fristart = 593 compute [integer] friend = 843 all 0 nobs open data microdat.rat data(format=rats) 1 nobs price dprice qt qjt d invent $ dummy34 dummy45 dummy56 dummy67 set sumdummy 1 nobs = dummy34(t)+dummy45(t)+dummy56(t)+dummy67(t) set sample 1 nobs = sumdummy(t) - 1 ******************************************* * Baseline model regressions ******************************************* ar1(smpl=sample) dprice 2 nobs # constant qjt invent{0 1} d{0 1} ## REG18. METHOD=CORC/MAXL Cannot Be Used With Gaps/Missing Values. Switching to HILU/SEARCH Dependent Variable DPRICE - Estimation by Hildreth-Lu Usable Observations 837 Degrees of Freedom 830 Total Observations 841 Skipped/Missing 4 Centered R**2 0.222604 R Bar **2 0.216985 Uncentered R**2 0.224379 T x R**2 187.806 Mean of Dependent Variable -0.000022461 Std Error of Dependent Variable 0.000469803 Standard Error of Estimate 0.000415720 Sum of Squared Residuals 0.0001434433 Durbin-Watson Statistic 2.003678 Variable Coeff Std Error T-Stat Signif **************************************************************************** 1. Consta -1.340e-005 1.357e-005 -0.98684 0.32401037 2. QJT 1.402e-005 4.633e-006 3.02525 0.00256089 3. INVENT -9.698e-006 2.728e-006 -3.55564 0.00039840 4. INVENT{1} 7.756e-006 2.629e-006 2.95020 0.00326494 5. D 1.043e-004 2.146e-005 4.85945 0.00000141 6. D{1} -9.155e-005 1.459e-005 -6.27650 0.00000000 **************************************************************************** 7. RHO -9.064e-002 3.469e-002 -2.61293 0.00913940 ar1(smpl=sample) dprice 2 nobs # constant qjt invent{0 1} d{0 1} qt ## REG18. METHOD=CORC/MAXL Cannot Be Used With Gaps/Missing Values. Switching to HILU/SEARCH Dependent Variable DPRICE - Estimation by Hildreth-Lu Usable Observations 837 Degrees of Freedom 829 Total Observations 841 Skipped/Missing 4 Centered R**2 0.227156 R Bar **2 0.220631 Uncentered R**2 0.228921 T x R**2 191.607 Mean of Dependent Variable -0.000022461 Std Error of Dependent Variable 0.000469803 Standard Error of Estimate 0.000414751 Sum of Squared Residuals 0.0001426033 Durbin-Watson Statistic 2.003710 Variable Coeff Std Error T-Stat Signif **************************************************************************** 1. Constant -1.299e-005 1.357e-005 -0.95726 0.33871301 2. QJT 1.437e-005 4.626e-006 3.10644 0.00195803 3. INVENT -9.774e-006 2.721e-006 -3.59201 0.00034747 4. INVENT{1} 7.873e-006 2.623e-006 3.00127 0.00276922 5. D 1.015e-004 2.145e-005 4.73244 0.00000261 6. D{1} -8.925e-005 1.459e-005 -6.11776 0.00000000 7. QT 6.854e-006 3.101e-006 2.21034 0.02735375 **************************************************************************** 8. RHO -8.866e-002 3.473e-002 -2.55255 0.01087197 ****************************************** * Print data ****************************************** print 1 nobs price dprice qt qjt ENTRY PRICE DPRICE QT QJT 1 1.4794000000000 NA 0.00000000000 -1.00000000000 2 1.4797000000000 0.000300000000 0.00000000000 -2.00000000000 3 1.4795000000000 -0.000200000000 0.00000000000 -28.00000000000 4 1.4794000000000 -0.000100000000 0.00000000000 -0.50000000000 5 1.4790000000000 -0.000400000000 0.00000000000 -0.75000000000 6 1.4791000000000 0.000100000000 0.00000000000 -3.00000000000 7 1.4797000000000 0.000600000000 0.00000000000 10.00000000000 8 1.4810000000000 0.001300000000 0.00000000000 7.00000000000 9 1.4801000000000 -0.000900000000 0.00000000000 -2.00000000000 10 1.4801000000000 0.000000000000 0.00000000000 -2.00000000000 11 1.4796000000000 -0.000500000000 0.00000000000 5.00000000000 12 1.4792000000000 -0.000400000000 0.00000000000 -4.30000000000 13 1.4793000000000 0.000100000000 0.00000000000 -2.35000000000 14 1.4794000000000 0.000100000000 0.00000000000 -3.50000000000 15 1.4791000000000 -0.000300000000 0.00000000000 2.00000000000 16 1.4794000000000 0.000300000000 -15.30000000000 10.00000000000 17 1.4791000000000 -0.000300000000 9.00000000000 -2.10000000000 18 1.4789000000000 -0.000200000000 0.00000000000 2.00000000000 19 1.4795000000000 0.000600000000 0.00000000000 1.00000000000 20 1.4792000000000 -0.000300000000 0.00000000000 -5.00000000000 21 1.4792000000000 0.000000000000 0.00000000000 -5.00000000000 22 1.4798000000000 0.000600000000 0.00000000000 1.80000000000 23 1.4795000000000 -0.000300000000 0.00000000000 -3.00000000000 24 1.4792000000000 -0.000300000000 0.00000000000 -1.40000000000 25 1.4793000000000 0.000100000000 0.00000000000 -5.00000000000 26 1.4792000000000 -0.000100000000 0.00000000000 -3.00000000000 27 1.4790000000000 -0.000200000000 0.00000000000 -1.00000000000 28 1.4794000000000 0.000400000000 0.00000000000 2.00000000000 29 1.4795000000000 0.000100000000 0.00000000000 5.00000000000 30 1.4794000000000 -0.000100000000 0.00000000000 10.00000000000 31 1.4799000000000 0.000500000000 0.00000000000 3.00000000000 32 1.4794000000000 -0.000500000000 0.50000000000 -3.00000000000 33 1.4793000000000 -0.000100000000 2.50000000000 -1.00000000000 34 1.4793000000000 0.000000000000 0.00000000000 -5.00000000000 35 1.4793000000000 0.000000000000 0.00000000000 -3.00000000000 36 1.4796000000000 0.000300000000 0.00000000000 5.00000000000 37 1.4794000000000 -0.000200000000 0.00000000000 -5.00000000000 38 1.4794000000000 0.000000000000 21.00000000000 3.00000000000 39 1.4792000000000 -0.000200000000 0.00000000000 0.60000000000 40 1.4792000000000 0.000000000000 -2.00000000000 -2.00000000000 41 1.4794000000000 0.000200000000 0.00000000000 7.50000000000 42 1.4791000000000 -0.000300000000 0.00000000000 -0.50000000000 43 1.4791000000000 0.000000000000 0.00000000000 -10.00000000000 44 1.4794000000000 0.000300000000 0.00000000000 2.00000000000 45 1.4788000000000 -0.000600000000 0.00000000000 -4.00000000000 46 1.4790000000000 0.000200000000 31.50000000000 -4.00000000000 47 1.4792000000000 0.000200000000 31.50000000000 1.00000000000 48 1.4792000000000 0.000000000000 0.00000000000 -5.00000000000 49 1.4791000000000 -0.000100000000 0.00000000000 -5.00000000000 50 1.4793000000000 0.000200000000 -10.00000000000 4.00000000000 51 1.4793000000000 0.000000000000 0.00000000000 1.40000000000 52 1.4788000000000 -0.000500000000 0.00000000000 -0.25000000000 53 1.4784000000000 -0.000400000000 0.00000000000 -3.00000000000 54 1.4793000000000 0.000900000000 0.00000000000 2.00000000000 55 1.4782000000000 -0.001100000000 0.00000000000 -10.00000000000 56 1.4774000000000 -0.000800000000 0.00000000000 5.00000000000 57 1.4776000000000 0.000200000000 0.00000000000 0.50000000000 58 1.4774000000000 -0.000200000000 0.00000000000 0.50000000000 59 1.4768000000000 -0.000600000000 0.00000000000 3.00000000000 60 1.4762000000000 -0.000600000000 2.00000000000 -10.00000000000 61 1.4762000000000 0.000000000000 0.00000000000 -5.00000000000 62 1.4765000000000 0.000300000000 0.00000000000 -5.00000000000 63 1.4768000000000 0.000300000000 0.00000000000 5.00000000000 64 1.4765000000000 -0.000300000000 0.00000000000 2.00000000000 65 1.4775000000000 0.001000000000 0.00000000000 2.50000000000 66 1.4776000000000 0.000100000000 0.00000000000 5.00000000000 67 1.4781000000000 0.000500000000 0.00000000000 10.00000000000 68 1.4787000000000 0.000600000000 0.00000000000 0.50000000000 69 1.4787000000000 0.000000000000 0.00000000000 2.50000000000 70 1.4785000000000 -0.000200000000 0.00000000000 -1.00000000000 71 1.4788000000000 0.000300000000 0.00000000000 5.00000000000 72 1.4788000000000 0.000000000000 0.00000000000 1.00000000000 73 1.4784000000000 -0.000400000000 0.00000000000 -2.50000000000 74 1.4791000000000 0.000700000000 0.00000000000 2.00000000000 75 1.4800000000000 0.000900000000 0.00000000000 -2.00000000000 76 1.4795000000000 -0.000500000000 0.00000000000 -2.00000000000 77 1.4802000000000 0.000700000000 0.00000000000 10.00000000000 78 1.4798000000000 -0.000400000000 0.00000000000 -0.50000000000 79 1.4803000000000 0.000500000000 0.00000000000 10.00000000000 80 1.4798000000000 -0.000500000000 0.00000000000 -10.00000000000 81 1.4806000000000 0.000800000000 0.00000000000 5.00000000000 82 1.4799000000000 -0.000700000000 0.00000000000 10.00000000000 83 1.4806000000000 0.000700000000 0.00000000000 -2.50000000000 84 1.4805000000000 -0.000100000000 0.00000000000 -1.00000000000 85 1.4812000000000 0.000700000000 0.00000000000 -2.00000000000 86 1.4810000000000 -0.000200000000 0.00000000000 -10.00000000000 87 1.4807000000000 -0.000300000000 0.00000000000 -2.00000000000 88 1.4802000000000 -0.000500000000 0.00000000000 -1.20000000000 89 1.4803000000000 0.000100000000 0.00000000000 -4.00000000000 90 1.4814000000000 0.001100000000 24.50000000000 3.00000000000 91 1.4794000000000 -0.002000000000 0.00000000000 -5.00000000000 92 1.4798000000000 0.000400000000 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1.4791000000000 -0.000800000000 -53.70000000000 -4.00000000000 140 1.4787000000000 -0.000400000000 0.00000000000 -10.00000000000 141 1.4788000000000 0.000100000000 0.00000000000 -3.00000000000 142 1.4787000000000 -0.000100000000 0.00000000000 -10.00000000000 143 1.4782000000000 -0.000500000000 0.00000000000 -9.00000000000 144 1.4778000000000 -0.000400000000 0.00000000000 -3.00000000000 145 1.4778000000000 0.000000000000 0.00000000000 -1.00000000000 146 1.4779000000000 0.000100000000 0.00000000000 0.50000000000 147 1.4776000000000 -0.000300000000 0.00000000000 -5.00000000000 148 1.4773000000000 -0.000300000000 0.00000000000 -3.00000000000 149 1.4773000000000 0.000000000000 0.00000000000 -15.00000000000 150 1.4770000000000 -0.000300000000 0.00000000000 -2.00000000000 151 1.4777000000000 0.000700000000 0.00000000000 10.00000000000 152 1.4778000000000 0.000100000000 0.00000000000 5.00000000000 153 1.4779000000000 0.000100000000 -2.00000000000 2.20000000000 154 1.4779000000000 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1.4752000000000 0.000300000000 0.00000000000 -1.00000000000 295 1.4755000000000 0.000300000000 0.00000000000 1.60000000000 296 1.4751000000000 -0.000400000000 0.00000000000 -0.30000000000 297 1.4750000000000 -0.000100000000 0.00000000000 0.50000000000 298 1.4745000000000 -0.000500000000 0.00000000000 -11.00000000000 299 1.4746000000000 0.000100000000 0.00000000000 0.50000000000 300 1.4749000000000 0.000300000000 0.00000000000 0.50000000000 301 1.4745000000000 -0.000400000000 0.00000000000 -10.00000000000 302 1.4749000000000 0.000400000000 0.00000000000 4.00000000000 303 1.4738000000000 -0.001100000000 0.00000000000 -25.00000000000 304 1.4743000000000 0.000500000000 -10.00000000000 5.00000000000 305 1.4742000000000 -0.000100000000 0.50000000000 -3.00000000000 306 1.4740000000000 -0.000100000000 0.00000000000 -2.00000000000 307 1.4748000000000 0.000800000000 0.00000000000 2.00000000000 308 1.4755000000000 0.000700000000 -26.00000000000 0.52500000000 309 1.4748000000000 -0.000700000000 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