Table 4 Mean excess return obtained by several algorithms on the four data-sets with transaction costs.
From: Doubly elastic net regularized online portfolio optimization with transaction costs
Algorithms | NYSE(O) | NYSE(N) | TSE | MSCI | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0.0025 | 0.005 | 0 | 0.0025 | 0.005 | 0 | 0.0025 | 0.005 | 0 | 0.0025 | 0.005 | |
BEST | 0.0003 | 0.0003 | 0.0003 | 0.0003 | 0.0003 | 0.0003 | 0.0016 | 0.0016 | 0.0016 | 0.0004 | 0.0004 | 0.0004 |
TCO1 | 0.0056 | 0.0051 | 0.0035 | 0.0024 | 0.0020 | 0.0013 | 0.0047 | 0.0046 | 0.0028 | 0.0024 | 0.0009 | 0.0003 |
TCO2 | 0.0052 | 0.0038 | 0.0020 | 0.0026 | 0.0017 | 0.0010 | 0.0048 | 0.0050 | 0.0034 | 0.0019 | 0.0007 | 0.0001 |
TCO-RMR | 0.0053 | 0.0052 | 0.0052 | 0.0027 | 0.0027 | 0.0026 | 0.0048 | 0.0048 | 0.0048 | 0.0019 | 0.0018 | 0.0017 |
TCO-GLR | 0.0054 | 0.0053 | 0.0052 | 0.0026 | 0.0026 | 0.0025 | 0.0049 | 0.0049 | 0.0049 | 0.0012 | 0.0011 | 0.0010 |
DENRPO1-PARM | 0.0065 | 0.0069 | 0.0038 | 0.0022 | 0.0023 | 0.0014 | 0.0068 | 0.0060 | 0.0039 | 0.0026 | 0.0017 | 0.0005 |
DENRPO1-OLMAR | 0.0069 | 0.0052 | 0.0024 | 0.0031 | 0.0021 | 0.0015 | 0.0059 | 0.0040 | 0.0027 | 0.0029 | 0.0012 | 0.0001 |
DENRPO1-RMR | 0.0072 | 0.0053 | 0.0028 | 0.0033 | 0.0028 | 0.0016 | 0.0058 | 0.0047 | 0.0043 | 0.0030 | 0.0012 | 0.0003 |
DENRPO1-GLR | 0.0076 | 0.0064 | 0.0033 | 0.0035 | 0.0027 | 0.0014 | 0.0056 | 0.0052 | 0.0049 | 0.0024 | 0.0008 | 0.0000 |
DENRPO2-PARM | 0.0065 | 0.0069 | 0.0038 | 0.0022 | 0.0023 | 0.0014 | 0.0068 | 0.0060 | 0.0039 | 0.0025 | 0.0017 | 0.0004 |
DENRPO2-OLMAR | 0.0069 | 0.0052 | 0.0024 | 0.0031 | 0.0021 | 0.0015 | 0.0059 | 0.0040 | 0.0027 | 0.0029 | 0.0012 | 0.0001 |
DENRPO2-RMR | 0.0072 | 0.0053 | 0.0028 | 0.0033 | 0.0028 | 0.0016 | 0.0058 | 0.0047 | 0.0043 | 0.0030 | 0.0012 | 0.0003 |
DENRPO2-GLR | 0.0076 | 0.0064 | 0.0033 | 0.0035 | 0.0027 | 0.0014 | 0.0056 | 0.0052 | 0.0049 | 0.0024 | 0.0008 | 0.0000 |