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Commit dcbd20b

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Update tests
1 parent f3bd147 commit dcbd20b

10 files changed

+2401
-2087
lines changed

poetry.lock

Lines changed: 1570 additions & 1264 deletions
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Lines changed: 4 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -1,6 +1,6 @@
11
,AAPL,AAPL,AAPL,AAPL,AAPL,AAPL,AAPL,AAPL,MSFT,MSFT,MSFT,MSFT,MSFT,MSFT,MSFT,MSFT
22
,Intercept,Mkt-RF Slope,SMB Slope,HML Slope,RMW Slope,CMA Slope,Mean Squared Error (MSE),R Squared,Intercept,Mkt-RF Slope,SMB Slope,HML Slope,RMW Slope,CMA Slope,Mean Squared Error (MSE),R Squared
3-
2019,-0.007,0.0,0.0,0.0,0.0,0.0,0.0,,-0.0004,0.0128,-0.0018,-0.0073,0.0072,0.0125,0.0002,0.815
4-
2020,0.0,0.0131,-0.0027,-0.0098,0.0031,0.0164,0.0001,0.7614,-0.0056,0.0124,-0.0033,-0.0055,0.0018,0.0061,0.0001,0.7438
5-
2021,-0.007,0.0,0.0,0.0,0.0,0.0,0.0,,-0.0016,0.0123,-0.0029,-0.0042,0.0025,-0.0037,0.0001,0.8854
6-
2022,0.0008,0.011,-0.0023,-0.0061,0.0041,0.0035,0.0,0.7238,-0.0053,0.0111,-0.0077,-0.0037,0.0015,-0.0006,0.0001,0.7687
3+
2019,-0.01,0.0,0.0,0.0,0.0,0.0,0.0,,-0.0,0.01,-0.0,-0.01,0.01,0.01,0.0,0.82
4+
2020,0.0,0.01,-0.0,-0.01,0.0,0.02,0.0,0.76,-0.01,0.01,-0.0,-0.01,0.0,0.01,0.0,0.74
5+
2021,-0.01,0.0,0.0,0.0,0.0,0.0,0.0,,-0.0,0.01,-0.0,-0.0,0.0,-0.0,0.0,0.89
6+
2022,0.0,0.01,-0.0,-0.01,0.0,0.0,0.0,0.72,-0.01,0.01,-0.01,-0.0,0.0,-0.0,0.0,0.77
Lines changed: 37 additions & 37 deletions
Original file line numberDiff line numberDiff line change
@@ -1,39 +1,39 @@
11
,AAPL,AAPL,AAPL,AAPL,AAPL,AAPL,AAPL,AAPL,MSFT,MSFT,MSFT,MSFT,MSFT,MSFT,MSFT,MSFT
22
,Intercept,Mkt-RF Slope,SMB Slope,HML Slope,RMW Slope,CMA Slope,Mean Squared Error (MSE),R Squared,Intercept,Mkt-RF Slope,SMB Slope,HML Slope,RMW Slope,CMA Slope,Mean Squared Error (MSE),R Squared
3-
2019-12,-0.007,0.0,0.0,0.0,0.0,0.0,0.0,,-0.0042,0.0166,-0.0078,-0.0075,0.0128,0.0224,0.0,0.9446
4-
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5-
2020-02,-0.0005,0.0103,0.0007,-0.0067,0.0062,-0.0034,0.0001,0.876,0.0019,0.0089,0.0027,-0.004,-0.0011,0.0086,0.0,0.7745
6-
2020-03,0.0048,0.0116,0.0001,-0.0058,0.0116,-0.012,0.0001,0.8604,-0.0009,0.0192,-0.0103,-0.0082,0.0082,0.0272,0.0002,0.6909
7-
2020-04,0.0075,0.0102,-0.0103,-0.0079,-0.0037,0.0337,0.0001,0.8336,-0.0009,0.0154,-0.009,-0.0084,-0.005,0.028,0.0002,0.8468
8-
2020-05,0.0032,0.0125,-0.0006,-0.0159,0.0143,0.0312,0.0001,0.8727,-0.0016,0.0129,-0.0087,-0.0025,-0.0093,0.017,0.0001,0.8054
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2020-06,0.0023,0.0126,-0.0034,-0.0186,0.0038,0.0394,0.0001,0.6965,-0.0025,0.016,-0.0021,-0.0127,0.0019,0.023,0.0001,0.8649
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2020-07,-0.0037,0.0131,-0.0001,-0.0061,0.0057,0.0039,0.0,0.8153,0.0,0.0124,-0.0069,-0.0045,-0.0105,0.0186,0.0001,0.8831
11-
2020-08,0.0015,0.0158,-0.0124,-0.0034,-0.0079,0.0208,0.0,0.8325,-0.002,0.0145,-0.0031,-0.0087,0.0012,0.0157,0.0,0.8369
12-
2020-09,0.0012,0.0093,0.0018,-0.0081,0.0051,0.0097,0.0,0.5165,-0.0007,0.0153,-0.0026,-0.0093,0.007,0.0149,0.0,0.9165
13-
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14-
2020-11,-0.0008,0.0131,-0.0064,-0.0114,0.0003,0.0218,0.0,0.7973,-0.0007,0.0081,0.0041,-0.019,0.0113,0.027,0.0001,0.577
15-
2020-12,-0.0016,0.0139,-0.0032,-0.0099,0.0021,0.0202,0.0,0.872,0.0017,0.0147,0.0003,-0.0099,0.001,0.0217,0.0,0.9067
16-
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17-
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18-
2021-03,-0.0018,0.0112,-0.0102,-0.0105,0.0032,0.014,0.0,0.9351,0.0005,0.0088,-0.0031,-0.0064,0.0007,0.0027,0.0001,0.7386
19-
2021-04,-0.007,0.0129,-0.0092,-0.0009,-0.0019,0.0002,0.0,0.8891,-0.0093,0.0108,-0.0022,-0.0082,0.0091,0.0013,0.0002,0.6397
20-
2021-05,-0.0097,0.0135,-0.0035,-0.0191,0.0095,0.0157,0.0001,0.8901,-0.0202,0.0128,-0.0098,-0.0107,0.0045,0.001,0.0001,0.9291
21-
2021-06,-0.0185,0.014,0.0006,-0.0096,0.0055,0.006,0.0,0.8998,-0.007,0.0,0.0,0.0,0.0,0.0,0.0,
22-
2021-07,-0.0033,0.0144,-0.0072,0.0004,-0.005,0.006,0.0,0.7385,-0.0075,0.0112,-0.004,-0.0197,0.014,-0.0075,0.0001,0.8953
23-
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24-
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25-
2021-10,-0.0035,0.0144,-0.0035,-0.0027,0.0032,-0.0087,0.0001,0.8395,-0.006,0.0197,0.0069,-0.0077,0.012,-0.0126,0.0002,0.5687
26-
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27-
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28-
2022-01,0.0033,0.0109,-0.0061,-0.0053,0.0001,0.0086,0.0001,0.7376,0.0021,0.0076,0.0003,-0.0078,0.0042,0.0025,0.0001,0.648
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30-
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31-
2022-04,0.0004,0.0102,-0.0111,-0.0018,-0.0041,0.0035,0.0,0.8632,0.0008,0.012,0.0028,-0.0044,0.0095,-0.0071,0.0,0.7216
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2022-05,0.0013,0.0131,-0.0046,-0.0049,0.0031,0.0013,0.0,0.8568,0.0045,0.0063,-0.0045,-0.0138,0.0145,0.0079,0.0001,0.6817
33-
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34-
2022-07,0.0003,0.0088,-0.0109,-0.002,0.0014,-0.0057,0.0001,0.7224,0.0017,0.0067,-0.0053,-0.0086,0.0026,-0.0024,0.0,0.9361
35-
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36-
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37-
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38-
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39-
2022-12,-0.0159,0.0174,-0.0113,-0.004,0.0039,0.005,0.0001,0.935,-0.015,0.0126,-0.0051,-0.0032,-0.0031,0.001,0.0,0.9317
3+
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4+
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5+
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6+
2020-03,0.0,0.01,0.0,-0.01,0.01,-0.01,0.0,0.86,-0.0,0.02,-0.01,-0.01,0.01,0.03,0.0,0.69
7+
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2020-05,0.0,0.01,-0.0,-0.02,0.01,0.03,0.0,0.87,-0.0,0.01,-0.01,-0.0,-0.01,0.02,0.0,0.81
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2020-06,0.0,0.01,-0.0,-0.02,0.0,0.04,0.0,0.7,-0.0,0.02,-0.0,-0.01,0.0,0.02,0.0,0.86
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11+
2020-08,0.0,0.02,-0.01,-0.0,-0.01,0.02,0.0,0.83,-0.0,0.01,-0.0,-0.01,0.0,0.02,0.0,0.84
12+
2020-09,0.0,0.01,0.0,-0.01,0.01,0.01,0.0,0.52,-0.0,0.02,-0.0,-0.01,0.01,0.01,0.0,0.92
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2020-10,0.0,0.02,-0.01,-0.01,0.0,0.02,0.0,0.87,-0.0,0.01,-0.0,-0.01,-0.0,0.02,0.0,0.75
14+
2020-11,-0.0,0.01,-0.01,-0.01,0.0,0.02,0.0,0.8,-0.0,0.01,0.0,-0.02,0.01,0.03,0.0,0.58
15+
2020-12,-0.0,0.01,-0.0,-0.01,0.0,0.02,0.0,0.87,0.0,0.01,0.0,-0.01,0.0,0.02,0.0,0.91
16+
2021-01,-0.0,0.01,0.01,-0.0,0.01,0.0,0.0,0.95,-0.0,0.01,-0.0,-0.01,0.0,0.01,0.0,0.88
17+
2021-02,-0.0,0.01,-0.0,-0.01,0.01,0.01,0.0,0.91,-0.0,0.01,-0.01,-0.01,0.01,0.01,0.0,0.92
18+
2021-03,-0.0,0.01,-0.01,-0.01,0.0,0.01,0.0,0.94,0.0,0.01,-0.0,-0.01,0.0,0.0,0.0,0.74
19+
2021-04,-0.01,0.01,-0.01,-0.0,-0.0,0.0,0.0,0.89,-0.01,0.01,-0.0,-0.01,0.01,0.0,0.0,0.64
20+
2021-05,-0.01,0.01,-0.0,-0.02,0.01,0.02,0.0,0.89,-0.02,0.01,-0.01,-0.01,0.0,0.0,0.0,0.93
21+
2021-06,-0.02,0.01,0.0,-0.01,0.01,0.01,0.0,0.9,-0.01,0.0,0.0,0.0,0.0,0.0,0.0,
22+
2021-07,-0.0,0.01,-0.01,0.0,-0.0,0.01,0.0,0.74,-0.01,0.01,-0.0,-0.02,0.01,-0.01,0.0,0.9
23+
2021-08,-0.0,0.01,-0.0,-0.0,0.0,-0.01,0.0,0.96,-0.0,0.01,-0.0,-0.01,0.0,-0.01,0.0,0.93
24+
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25+
2021-10,-0.0,0.01,-0.0,-0.0,0.0,-0.01,0.0,0.84,-0.01,0.02,0.01,-0.01,0.01,-0.01,0.0,0.57
26+
2021-11,-0.0,0.01,-0.01,-0.0,0.0,0.0,0.0,0.97,0.0,0.01,-0.01,-0.0,0.0,-0.01,0.0,0.97
27+
2021-12,-0.0,0.02,-0.01,-0.0,-0.0,-0.0,0.0,0.92,0.0,0.01,-0.01,-0.01,-0.01,0.02,0.0,0.65
28+
2022-01,0.0,0.01,-0.01,-0.01,0.0,0.01,0.0,0.74,0.0,0.01,0.0,-0.01,0.0,0.0,0.0,0.65
29+
2022-02,0.0,0.01,-0.0,-0.0,0.0,-0.0,0.0,0.84,0.0,0.02,-0.01,-0.0,-0.0,0.01,0.0,0.7
30+
2022-03,0.0,0.01,0.0,-0.01,0.01,-0.0,0.0,0.96,0.0,0.01,-0.0,-0.01,0.0,0.0,0.0,0.8
31+
2022-04,0.0,0.01,-0.01,-0.0,-0.0,0.0,0.0,0.86,0.0,0.01,0.0,-0.0,0.01,-0.01,0.0,0.72
32+
2022-05,0.0,0.01,-0.0,-0.0,0.0,0.0,0.0,0.86,0.0,0.01,-0.0,-0.01,0.01,0.01,0.0,0.68
33+
2022-06,-0.0,0.01,-0.0,-0.0,0.0,0.0,0.0,0.94,-0.0,0.01,-0.0,-0.01,0.01,0.01,0.0,0.86
34+
2022-07,0.0,0.01,-0.01,-0.0,0.0,-0.01,0.0,0.72,0.0,0.01,-0.01,-0.01,0.0,-0.0,0.0,0.94
35+
2022-08,-0.0,0.01,-0.0,-0.0,0.0,-0.0,0.0,0.96,0.0,0.01,-0.01,-0.01,0.0,0.01,0.0,0.76
36+
2022-09,-0.0,0.01,-0.01,-0.0,0.0,0.0,0.0,0.88,-0.0,0.01,-0.01,-0.01,0.0,0.01,0.0,0.91
37+
2022-10,-0.01,0.01,-0.01,-0.0,0.01,-0.01,0.0,0.83,-0.01,0.01,-0.01,-0.0,-0.0,-0.0,0.0,0.94
38+
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39+
2022-12,-0.02,0.02,-0.01,-0.0,0.0,0.0,0.0,0.94,-0.02,0.01,-0.01,-0.0,-0.0,0.0,0.0,0.93
Lines changed: 4 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -1,6 +1,6 @@
11
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22
,Intercept,Mkt-RF Slope,SMB Slope,HML Slope,RMW Slope,CMA Slope,Mean Squared Error (MSE),R Squared,Intercept,Mkt-RF Slope,SMB Slope,HML Slope,RMW Slope,CMA Slope,Mean Squared Error (MSE),R Squared
3-
2019,-0.007,0.0,0.0,0.0,0.0,0.0,0.0,,-0.0004,0.0128,-0.0018,-0.0073,0.0072,0.0125,0.0002,0.815
4-
2020,0.0,0.0131,-0.0027,-0.0098,0.0031,0.0164,0.0001,0.7614,-0.0056,0.0124,-0.0033,-0.0055,0.0018,0.0061,0.0001,0.7438
5-
2021,-0.007,0.0,0.0,0.0,0.0,0.0,0.0,,-0.0016,0.0123,-0.0029,-0.0042,0.0025,-0.0037,0.0001,0.8854
6-
2022,0.0008,0.011,-0.0023,-0.0061,0.0041,0.0035,0.0,0.7238,-0.0053,0.0111,-0.0077,-0.0037,0.0015,-0.0006,0.0001,0.7687
3+
2019,-0.01,0.0,0.0,0.0,0.0,0.0,0.0,,-0.0,0.01,-0.0,-0.01,0.01,0.01,0.0,0.82
4+
2020,0.0,0.01,-0.0,-0.01,0.0,0.02,0.0,0.76,-0.01,0.01,-0.0,-0.01,0.0,0.01,0.0,0.74
5+
2021,-0.01,0.0,0.0,0.0,0.0,0.0,0.0,,-0.0,0.01,-0.0,-0.0,0.0,-0.0,0.0,0.89
6+
2022,0.0,0.01,-0.0,-0.01,0.0,0.0,0.0,0.72,-0.01,0.01,-0.01,-0.0,0.0,-0.0,0.0,0.77
Lines changed: 4 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -1,7 +1,7 @@
11
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22
,Mkt-RF,Mkt-RF,Mkt-RF,Mkt-RF,Mkt-RF,Mkt-RF,Mkt-RF,SMB,SMB,SMB,SMB,SMB,SMB,SMB,HML,HML,HML,HML,HML,HML,HML,RMW,RMW,RMW,RMW,RMW,RMW,RMW,CMA,CMA,CMA,CMA,CMA,CMA,CMA,Mkt-RF,Mkt-RF,Mkt-RF,Mkt-RF,Mkt-RF,Mkt-RF,Mkt-RF,SMB,SMB,SMB,SMB,SMB,SMB,SMB,HML,HML,HML,HML,HML,HML,HML,RMW,RMW,RMW,RMW,RMW,RMW,RMW,CMA,CMA,CMA,CMA,CMA,CMA,CMA
33
,Intercept,Slope,R Squared,P Value,Standard Error,Factor Value,Residuals,Intercept,Slope,R Squared,P Value,Standard Error,Factor Value,Residuals,Intercept,Slope,R Squared,P Value,Standard Error,Factor Value,Residuals,Intercept,Slope,R Squared,P Value,Standard Error,Factor Value,Residuals,Intercept,Slope,R Squared,P Value,Standard Error,Factor Value,Residuals,Intercept,Slope,R Squared,P Value,Standard Error,Factor Value,Residuals,Intercept,Slope,R Squared,P Value,Standard Error,Factor Value,Residuals,Intercept,Slope,R Squared,P Value,Standard Error,Factor Value,Residuals,Intercept,Slope,R Squared,P Value,Standard Error,Factor Value,Residuals,Intercept,Slope,R Squared,P Value,Standard Error,Factor Value,Residuals
4-
2019,,,0.0,,,0.28,,,,0.0,,,0.02,,,,0.0,,,0.11,,,,0.0,,,-0.12,,,,0.0,,,0.21,,,,0.0,,,0.28,,,,0.0,,,0.02,,,,0.0,,,0.11,,,,0.0,,,-0.12,,,,0.0,,,0.21,
5-
2020,0.0263,60.4613,0.6831,0.0,2.5996,0.4,-23.3876,0.0274,-3.5942,0.0098,0.1165,2.2816,-0.69,-1.6842,-0.13,-0.339,0.0,0.9216,3.4393,0.44,1.1023,-0.0158,3.8559,0.0395,0.0015,1.1999,0.56,-1.3203,-0.0371,0.4539,0.0009,0.6424,0.9763,-0.22,0.9601,0.0858,69.0242,0.7797,0.0,2.316,0.4,-27.2702,0.0235,-2.9784,0.0059,0.2239,2.4428,-0.69,-1.6533,-0.1298,-2.1196,0.0013,0.5644,3.6727,0.44,1.4877,-0.0111,1.6291,0.0062,0.2128,1.3043,0.56,-0.4758,-0.0354,-3.2228,0.038,0.0018,1.0237,-0.22,-0.2483
6-
2021,0.04,37.3584,0.4484,0.0,2.6206,-0.31,11.8876,0.0055,-3.2244,0.0034,0.3568,3.4931,0.17,0.8891,0.1242,-31.5108,0.1901,0.0,4.1131,0.52,16.6079,0.0942,-5.2263,0.0123,0.0788,2.9613,0.35,2.0815,0.0417,-1.8664,0.0028,0.3994,2.2112,0.45,1.1447,0.0081,45.8007,0.4742,0.0,3.0501,-0.31,14.715,0.019,-10.0549,0.0232,0.0154,4.1225,0.17,2.2151,0.1618,-44.6623,0.2688,0.0,4.6592,0.52,23.5874,0.1,-7.1377,0.0162,0.0438,3.5234,0.35,2.923,0.0626,-13.2435,0.1007,0.0,2.5033,0.45,6.4218
7-
2022,0.2956,57.614,0.709,0.0,2.3392,-0.22,12.1155,0.0061,1.3288,0.0029,0.3954,1.5609,0.14,-0.4561,-0.072,-27.5287,0.2703,0.0,2.8665,-0.04,-1.2931,-0.0356,-9.3868,0.0653,0.0,2.2504,-0.54,-5.2973,-0.0086,-16.8921,0.2103,0.0,2.0742,-0.02,-0.5933,0.3096,58.8856,0.71,0.0,2.3847,-0.22,12.365,-0.0039,-0.189,0.0001,0.9058,1.5964,0.14,-0.2498,-0.0963,-30.7814,0.324,0.0,2.8179,-0.04,-1.4151,-0.0362,-9.3378,0.062,0.0001,2.3025,-0.54,-5.2864,-0.0354,-20.683,0.3023,0.0,1.9912,-0.02,-0.6585
4+
2019,,,,,,0.28,,,,,,,0.02,,,,,,,0.11,,,,,,,-0.12,,,,,,,0.21,,,,,,,0.28,,,,,,,0.02,,,,,,,0.11,,,,,,,-0.12,,,,,,,0.21,
5+
2020,0.03,60.46,0.68,0.0,2.6,0.4,-23.39,0.03,-3.59,0.01,0.12,2.28,-0.69,-1.68,-0.13,-0.34,0.0,0.92,3.44,0.44,1.1,-0.02,3.86,0.04,0.0,1.2,0.56,-1.32,-0.04,0.45,0.0,0.64,0.98,-0.22,0.96,0.09,69.02,0.78,0.0,2.32,0.4,-27.27,0.02,-2.98,0.01,0.22,2.44,-0.69,-1.65,-0.13,-2.12,0.0,0.56,3.67,0.44,1.49,-0.01,1.63,0.01,0.21,1.3,0.56,-0.48,-0.04,-3.22,0.04,0.0,1.02,-0.22,-0.25
6+
2021,0.04,37.36,0.45,0.0,2.62,-0.31,11.89,0.01,-3.22,0.0,0.36,3.49,0.17,0.89,0.12,-31.51,0.19,0.0,4.11,0.52,16.61,0.09,-5.23,0.01,0.08,2.96,0.35,2.08,0.04,-1.87,0.0,0.4,2.21,0.45,1.14,0.01,45.8,0.47,0.0,3.05,-0.31,14.72,0.02,-10.05,0.02,0.02,4.12,0.17,2.22,0.16,-44.66,0.27,0.0,4.66,0.52,23.59,0.1,-7.14,0.02,0.04,3.52,0.35,2.92,0.06,-13.24,0.1,0.0,2.5,0.45,6.42
7+
2022,0.3,57.61,0.71,0.0,2.34,-0.22,12.12,0.01,1.33,0.0,0.4,1.56,0.14,-0.46,-0.07,-27.53,0.27,0.0,2.87,-0.04,-1.29,-0.04,-9.39,0.07,0.0,2.25,-0.54,-5.3,-0.01,-16.89,0.21,0.0,2.07,-0.02,-0.59,0.31,58.89,0.71,0.0,2.38,-0.22,12.36,-0.0,-0.19,0.0,0.91,1.6,0.14,-0.25,-0.1,-30.78,0.32,0.0,2.82,-0.04,-1.42,-0.04,-9.34,0.06,0.0,2.3,-0.54,-5.29,-0.04,-20.68,0.3,0.0,1.99,-0.02,-0.66
Lines changed: 4 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -1,6 +1,6 @@
11
,AAPL,AAPL,AAPL,AAPL,AAPL,AAPL,AAPL,AAPL,MSFT,MSFT,MSFT,MSFT,MSFT,MSFT,MSFT,MSFT
22
,Intercept,Mkt-RF Slope,SMB Slope,HML Slope,RMW Slope,CMA Slope,Mean Squared Error (MSE),R Squared,Intercept,Mkt-RF Slope,SMB Slope,HML Slope,RMW Slope,CMA Slope,Mean Squared Error (MSE),R Squared
3-
2019,-0.007,0.0,0.0,0.0,0.0,0.0,0.0,,-0.0004,0.0128,-0.0018,-0.0073,0.0072,0.0125,0.0002,0.815
4-
2020,0.0,0.0131,-0.0027,-0.0098,0.0031,0.0164,0.0001,0.7614,-0.0056,0.0124,-0.0033,-0.0055,0.0018,0.0061,0.0001,0.7438
5-
2021,-0.007,0.0,0.0,0.0,0.0,0.0,0.0,,-0.0016,0.0123,-0.0029,-0.0042,0.0025,-0.0037,0.0001,0.8854
6-
2022,0.0008,0.011,-0.0023,-0.0061,0.0041,0.0035,0.0,0.7238,-0.0053,0.0111,-0.0077,-0.0037,0.0015,-0.0006,0.0001,0.7687
3+
2019,-0.01,0.0,0.0,0.0,0.0,0.0,0.0,,-0.0,0.01,-0.0,-0.01,0.01,0.01,0.0,0.82
4+
2020,0.0,0.01,-0.0,-0.01,0.0,0.02,0.0,0.76,-0.01,0.01,-0.0,-0.01,0.0,0.01,0.0,0.74
5+
2021,-0.01,0.0,0.0,0.0,0.0,0.0,0.0,,-0.0,0.01,-0.0,-0.0,0.0,-0.0,0.0,0.89
6+
2022,0.0,0.01,-0.0,-0.01,0.0,0.0,0.0,0.72,-0.01,0.01,-0.01,-0.0,0.0,-0.0,0.0,0.77

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