Multi-frequency entropy analysis of information flows between global equities and constituents
Equities | Flows towards global equities | Flows towards other equities | ||||||
|---|---|---|---|---|---|---|---|---|
| HFQ | MFQ | LFQ | RESID | HFQ | MFQ | LFQ | RESID | |
| S.PGBMI | Others | |||||||
| DJAT | −0.096 | −0.132 | −0.033 | −0.081 | −0.106 | −0.071 | −0.027 | −0.081 |
| DJIME | −0.129 | −0.103 | −0.017 | −0.063 | −0.109 | −0.099 | −0.090 | −0.166 |
| DJMENA | −0.082 | −0.113 | 0.086 | −0.080 | −0.087 | −0.123 | −0.101 | −0.080 |
| DJSAP | −0.081 | −0.130 | −0.054 | −0.080 | −0.075 | −0.132 | −0.051 | −0.056 |
| DJSE | −0.072 | −0.139 | −0.033 | −0.038 | −0.063 | −0.130 | −0.033 | −0.053 |
| DJSEM | −0.090 | −0.141 | −0.055 | −0.081 | −0.106 | −0.054 | −0.055 | −0.056 |
| DJSEZ | −0.133 | −0.118 | −0.041 | −0.081 | −0.149 | −0.126 | −0.119 | −0.080 |
| DJSNA | −0.133 | −0.133 | −0.037 | −0.080 | −0.131 | −0.140 | −0.119 | −0.081 |
| DJSUS | −0.125 | −0.118 | −0.033 | −0.080 | −0.130 | −0.120 | −0.069 | −0.080 |
| DJSW | −0.104 | −0.108 | −0.033 | −0.080 | −0.130 | −0.131 | −0.033 | −0.080 |
| DJSWD | −0.113 | −0.108 | −0.038 | −0.043 | −0.164 | −0.132 | −0.036 | −0.056 |
| S.PAA | −0.100 | −0.059 | −0.037 | −0.081 | −0.108 | −0.133 | −0.034 | −0.080 |
| S.PBRICT | −0.101 | −0.131 | −0.041 | −0.080 | −0.108 | −0.052 | −0.071 | −0.056 |
| S.PEA | −0.145 | −0.066 | −0.036 | −0.081 | −0.130 | −0.070 | −0.025 | −0.056 |
| S.PFBMIS | −0.082 | −0.149 | −0.021 | −0.080 | −0.094 | −0.139 | −0.025 | −0.055 |
| S.PLABMI | −0.061 | −0.122 | −0.054 | −0.025 | −0.060 | 0.001 | −0.055 | −0.026 |
| S.PNA | −0.098 | −0.112 | −0.033 | −0.081 | −0.114 | −0.113 | −0.073 | −0.056 |
| S.PPAFS | −0.076 | −0.099 | −0.055 | −0.080 | −0.132 | 0.005 | −0.046 | −0.081 |
| S.PSSA | −0.080 | −0.099 | −0.037 | −0.080 | −0.080 | −0.110 | −0.107 | −0.081 |
| NAMERICAI | −0.081 | −0.101 | −0.029 | −0.025 | −0.118 | −0.129 | −0.042 | −0.033 |
| NAREITs | −0.071 | −0.149 | −0.034 | −0.046 | −0.028 | −0.072 | −0.033 | −0.017 |
| NASIAI | −0.072 | −0.135 | −0.035 | −0.080 | −0.073 | −0.175 | −0.036 | −0.056 |
| NBRICI | −0.090 | −0.112 | −0.054 | −0.081 | −0.115 | −0.084 | −0.040 | −0.056 |
| NDMI | −0.110 | −0.066 | −0.055 | −0.080 | −0.128 | −0.180 | −0.031 | −0.056 |
| NEMI | −0.069 | −0.111 | −0.033 | −0.081 | −0.085 | −0.077 | −0.115 | −0.080 |
| NEUROPI | −0.100 | −0.114 | −0.054 | −0.081 | −0.111 | −0.111 | −0.042 | −0.080 |
| NEUROZI | −0.122 | −0.118 | −0.055 | −0.029 | −0.147 | −0.116 | −0.055 | −0.033 |
| NGMCI | −0.078 | −0.129 | −0.034 | −0.080 | −0.102 | −0.101 | −0.035 | −0.056 |
| NGVOLNDX | −0.064 | −0.003 | −0.055 | −0.043 | −0.034 | −0.054 | −0.043 | −0.043 |
| Flows towards global equities | Flows towards other equities | |||||||
|---|---|---|---|---|---|---|---|---|
| HFQ | MFQ | LFQ | RESID | HFQ | MFQ | LFQ | RESID | |
| S.PGBMI | Others | |||||||
| DJAT | −0.096 | −0.132 | −0.033 | −0.081 | −0.106 | −0.071 | −0.027 | −0.081 |
| DJIME | −0.129 | −0.103 | −0.017 | −0.063 | −0.109 | −0.099 | −0.090 | −0.166 |
| DJMENA | −0.082 | −0.113 | 0.086 | −0.080 | −0.087 | −0.123 | −0.101 | −0.080 |
| DJSAP | −0.081 | −0.130 | −0.054 | −0.080 | −0.075 | −0.132 | −0.051 | −0.056 |
| DJSE | −0.072 | −0.139 | −0.033 | −0.038 | −0.063 | −0.130 | −0.033 | −0.053 |
| DJSEM | −0.090 | −0.141 | −0.055 | −0.081 | −0.106 | −0.054 | −0.055 | −0.056 |
| DJSEZ | −0.133 | −0.118 | −0.041 | −0.081 | −0.149 | −0.126 | −0.119 | −0.080 |
| DJSNA | −0.133 | −0.133 | −0.037 | −0.080 | −0.131 | −0.140 | −0.119 | −0.081 |
| DJSUS | −0.125 | −0.118 | −0.033 | −0.080 | −0.130 | −0.120 | −0.069 | −0.080 |
| DJSW | −0.104 | −0.108 | −0.033 | −0.080 | −0.130 | −0.131 | −0.033 | −0.080 |
| DJSWD | −0.113 | −0.108 | −0.038 | −0.043 | −0.164 | −0.132 | −0.036 | −0.056 |
| S.PAA | −0.100 | −0.059 | −0.037 | −0.081 | −0.108 | −0.133 | −0.034 | −0.080 |
| S.PBRICT | −0.101 | −0.131 | −0.041 | −0.080 | −0.108 | −0.052 | −0.071 | −0.056 |
| S.PEA | −0.145 | −0.066 | −0.036 | −0.081 | −0.130 | −0.070 | −0.025 | −0.056 |
| S.PFBMIS | −0.082 | −0.149 | −0.021 | −0.080 | −0.094 | −0.139 | −0.025 | −0.055 |
| S.PLABMI | −0.061 | −0.122 | −0.054 | −0.025 | −0.060 | 0.001 | −0.055 | −0.026 |
| S.PNA | −0.098 | −0.112 | −0.033 | −0.081 | −0.114 | −0.113 | −0.073 | −0.056 |
| S.PPAFS | −0.076 | −0.099 | −0.055 | −0.080 | −0.132 | 0.005 | −0.046 | −0.081 |
| S.PSSA | −0.080 | −0.099 | −0.037 | −0.080 | −0.080 | −0.110 | −0.107 | −0.081 |
| NAMERICAI | −0.081 | −0.101 | −0.029 | −0.025 | −0.118 | −0.129 | −0.042 | −0.033 |
| NAREITs | −0.071 | −0.149 | −0.034 | −0.046 | −0.028 | −0.072 | −0.033 | −0.017 |
| NASIAI | −0.072 | −0.135 | −0.035 | −0.080 | −0.073 | −0.175 | −0.036 | −0.056 |
| NBRICI | −0.090 | −0.112 | −0.054 | −0.081 | −0.115 | −0.084 | −0.040 | −0.056 |
| NDMI | −0.110 | −0.066 | −0.055 | −0.080 | −0.128 | −0.180 | −0.031 | −0.056 |
| NEMI | −0.069 | −0.111 | −0.033 | −0.081 | −0.085 | −0.077 | −0.115 | −0.080 |
| NEUROPI | −0.100 | −0.114 | −0.054 | −0.081 | −0.111 | −0.111 | −0.042 | −0.080 |
| NEUROZI | −0.122 | −0.118 | −0.055 | −0.029 | −0.147 | −0.116 | −0.055 | −0.033 |
| NGMCI | −0.078 | −0.129 | −0.034 | −0.080 | −0.102 | −0.101 | −0.035 | −0.056 |
| NGVOLNDX | −0.064 | −0.003 | −0.055 | −0.043 | −0.034 | −0.054 | −0.043 | −0.043 |
| NGMCI | Others | |||||||
|---|---|---|---|---|---|---|---|---|
| DJAT | −0.103 | −0.075 | −0.025 | −0.056 | −0.119 | −0.011 | −0.047 | −0.081 |
| DJIME | −0.052 | −0.096 | −0.036 | −0.056 | −0.104 | −0.104 | −0.063 | −0.079 |
| DJMENA | −0.029 | −0.014 | −0.036 | −0.056 | −0.120 | −0.147 | −0.020 | −0.080 |
| DJSAP | −0.067 | −0.181 | −0.033 | −0.094 | −0.088 | −0.185 | −0.078 | −0.094 |
| DJSE | −0.099 | −0.173 | −0.054 | −0.024 | −0.086 | −0.100 | −0.054 | −0.053 |
| DJSEM | −0.040 | −0.161 | −0.033 | −0.094 | −0.112 | −0.050 | −0.034 | −0.094 |
| DJSEZ | −0.068 | −0.031 | −0.027 | −0.047 | −0.073 | −0.114 | −0.053 | −0.065 |
| DJSNA | −0.138 | −0.140 | −0.055 | −0.056 | −0.126 | −0.034 | −0.038 | −0.080 |
| DJSUS | −0.122 | −0.085 | −0.034 | −0.056 | −0.124 | −0.075 | −0.117 | −0.081 |
| DJSW | −0.101 | −0.107 | −0.044 | −0.056 | −0.091 | −0.064 | −0.048 | −0.080 |
| DJSWD | −0.092 | −0.109 | −0.033 | −0.018 | −0.057 | −0.059 | −0.038 | −0.033 |
| S.PAA | −0.084 | −0.148 | −0.055 | −0.056 | −0.093 | −0.173 | −0.055 | −0.081 |
| S.PBRICT | −0.093 | −0.117 | −0.044 | −0.094 | −0.086 | −0.031 | −0.070 | −0.093 |
| S.PEA | −0.126 | −0.071 | −0.024 | −0.093 | −0.091 | −0.098 | −0.023 | −0.093 |
| S.PFBMIS | −0.101 | −0.131 | −0.043 | −0.093 | −0.085 | −0.089 | −0.040 | −0.093 |
| S.PGBMI | −0.098 | −0.108 | −0.035 | −0.056 | −0.080 | −0.123 | −0.034 | −0.081 |
| S.PLABMI | −0.060 | −0.119 | −0.054 | −0.040 | −0.103 | −0.114 | −0.054 | −0.059 |
| S.PNA | −0.063 | −0.073 | −0.055 | −0.094 | −0.066 | −0.151 | −0.045 | −0.093 |
| S.PPAFS | −0.062 | −0.075 | −0.055 | −0.056 | −0.106 | −0.050 | −0.041 | −0.081 |
| S.PSSA | −0.071 | −0.105 | −0.038 | −0.056 | −0.088 | −0.095 | −0.104 | −0.081 |
| NAMERICAI | −0.108 | −0.112 | −0.056 | −0.017 | −0.122 | −0.031 | −0.048 | −0.034 |
| NAREITs | −0.081 | −0.115 | −0.054 | −0.032 | −0.052 | −0.077 | −0.054 | −0.017 |
| NASIAI | −0.111 | −0.137 | −0.054 | −0.093 | −0.089 | −0.126 | −0.054 | −0.094 |
| NBRICI | −0.042 | −0.127 | −0.034 | −0.093 | −0.060 | −0.007 | −0.066 | −0.093 |
| NDMI | −0.093 | −0.102 | −0.042 | −0.094 | −0.084 | −0.087 | −0.021 | −0.093 |
| NEMI | −0.039 | −0.024 | −0.033 | −0.056 | −0.091 | −0.111 | −0.117 | −0.080 |
| NEUROPI | −0.060 | −0.106 | −0.055 | −0.056 | −0.089 | −0.058 | −0.042 | −0.081 |
| NEUROZI | −0.080 | −0.091 | −0.056 | −0.056 | −0.070 | −0.090 | −0.055 | −0.081 |
| NGVOLNDX | −0.012 | −0.036 | −0.025 | −0.056 | −0.077 | 0.089 | −0.066 | −0.081 |
| NGMCI | Others | |||||||
|---|---|---|---|---|---|---|---|---|
| DJAT | −0.103 | −0.075 | −0.025 | −0.056 | −0.119 | −0.011 | −0.047 | −0.081 |
| DJIME | −0.052 | −0.096 | −0.036 | −0.056 | −0.104 | −0.104 | −0.063 | −0.079 |
| DJMENA | −0.029 | −0.014 | −0.036 | −0.056 | −0.120 | −0.147 | −0.020 | −0.080 |
| DJSAP | −0.067 | −0.181 | −0.033 | −0.094 | −0.088 | −0.185 | −0.078 | −0.094 |
| DJSE | −0.099 | −0.173 | −0.054 | −0.024 | −0.086 | −0.100 | −0.054 | −0.053 |
| DJSEM | −0.040 | −0.161 | −0.033 | −0.094 | −0.112 | −0.050 | −0.034 | −0.094 |
| DJSEZ | −0.068 | −0.031 | −0.027 | −0.047 | −0.073 | −0.114 | −0.053 | −0.065 |
| DJSNA | −0.138 | −0.140 | −0.055 | −0.056 | −0.126 | −0.034 | −0.038 | −0.080 |
| DJSUS | −0.122 | −0.085 | −0.034 | −0.056 | −0.124 | −0.075 | −0.117 | −0.081 |
| DJSW | −0.101 | −0.107 | −0.044 | −0.056 | −0.091 | −0.064 | −0.048 | −0.080 |
| DJSWD | −0.092 | −0.109 | −0.033 | −0.018 | −0.057 | −0.059 | −0.038 | −0.033 |
| S.PAA | −0.084 | −0.148 | −0.055 | −0.056 | −0.093 | −0.173 | −0.055 | −0.081 |
| S.PBRICT | −0.093 | −0.117 | −0.044 | −0.094 | −0.086 | −0.031 | −0.070 | −0.093 |
| S.PEA | −0.126 | −0.071 | −0.024 | −0.093 | −0.091 | −0.098 | −0.023 | −0.093 |
| S.PFBMIS | −0.101 | −0.131 | −0.043 | −0.093 | −0.085 | −0.089 | −0.040 | −0.093 |
| S.PGBMI | −0.098 | −0.108 | −0.035 | −0.056 | −0.080 | −0.123 | −0.034 | −0.081 |
| S.PLABMI | −0.060 | −0.119 | −0.054 | −0.040 | −0.103 | −0.114 | −0.054 | −0.059 |
| S.PNA | −0.063 | −0.073 | −0.055 | −0.094 | −0.066 | −0.151 | −0.045 | −0.093 |
| S.PPAFS | −0.062 | −0.075 | −0.055 | −0.056 | −0.106 | −0.050 | −0.041 | −0.081 |
| S.PSSA | −0.071 | −0.105 | −0.038 | −0.056 | −0.088 | −0.095 | −0.104 | −0.081 |
| NAMERICAI | −0.108 | −0.112 | −0.056 | −0.017 | −0.122 | −0.031 | −0.048 | −0.034 |
| NAREITs | −0.081 | −0.115 | −0.054 | −0.032 | −0.052 | −0.077 | −0.054 | −0.017 |
| NASIAI | −0.111 | −0.137 | −0.054 | −0.093 | −0.089 | −0.126 | −0.054 | −0.094 |
| NBRICI | −0.042 | −0.127 | −0.034 | −0.093 | −0.060 | −0.007 | −0.066 | −0.093 |
| NDMI | −0.093 | −0.102 | −0.042 | −0.094 | −0.084 | −0.087 | −0.021 | −0.093 |
| NEMI | −0.039 | −0.024 | −0.033 | −0.056 | −0.091 | −0.111 | −0.117 | −0.080 |
| NEUROPI | −0.060 | −0.106 | −0.055 | −0.056 | −0.089 | −0.058 | −0.042 | −0.081 |
| NEUROZI | −0.080 | −0.091 | −0.056 | −0.056 | −0.070 | −0.090 | −0.055 | −0.081 |
| NGVOLNDX | −0.012 | −0.036 | −0.025 | −0.056 | −0.077 | 0.089 | −0.066 | −0.081 |
Source(s): Table by authors
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