Research Article
Multiscale Tail Risk Connectedness of Global Stock Markets: A LASSO-Based Network Topology Approach
Table 3
Ranking of stock indexes at different scales.
| Ranking | D1 | D2 | D3 | D4 | D5 | D6 | D7 | D8 |
| 1 | AEX.NL | SZI.CN | NIFSMCP100.ID | BVSP.BR | BFX.BE | FTWIPHLL.PH | FCHI.FR | NSE20.KE | 2 | SPX.US | SSEC.CN | IBG.AR | MLCX.BR | FCHI.FR | AEX.NL | AEX.NL | MASI.MA | 3 | FCHI.FR | DAX.GE | MERV.AR | AEX.NL | CACMS.FR | DAX.GE | CACMS.FR | AXMD.AU | 4 | FTSE.GB | FCHI.FR | MDAXI.GE | FCHI.FR | AEX.NL | FCHI.FR | DAX.GE | BVSP.BR | 5 | CACMS.FR | CACMS.FR | CACMS.FR | CACMS.FR | MDAXI.GE | SPX.US | BFX.BE | MLCX.BR | 6 | MDAXI.GE | MDAXI.GE | NSE20.KE | BFX.BE | DAX.GE | FTSE.GB | FTSE.GB | VNI.VN | 7 | DJI.US | BFX.BE | AEX.NL | DAX.GE | FTSE.GB | MDAXI.GE | MDAXI.GE | SZI.CN | 8 | BFX.BE | NZ50.NZ | AXJO.AU | IBG.AR | OMXS30.SE | BFX.BE | OMXH25.FI | TOPIX.JP | 9 | DAX.GE | AEX.NL | DAX.GE | MDAXI.GE | OMXH25.FI | OMXH25.FI | BELM.BE | NZ50.NZ | 10 | OMXS30.SE | OMXIPI.IS | SPX.US | OMXS30.SE | IBEX35.ES | CACMS.FR | SPX.US | SSEC.CN | 11 | OMXH25.FI | SPTSEM.CA | OMXH25.FI | OMXH25.FI | OBX.NO | FTMIB.IT | NDX.US | AXJO.AU | 12 | MLCX.BR | OMXH25.FI | BFX.BE | FTWIAUTE.AT | BELM.BE | NASDAQ.US | GSPTSE.CA | N225.JP | 13 | GSPTSE.CA | SPX.US | FCHI.FR | TOPIX.JP | SSMI.CH | DJI.US | FTMIB.IT | SMLL.BR | 14 | NASDAQ.US | BELM.BE | BELM.BE | N225.JP | OMXHMCPI.FI | OBX.NO | DJI.US | EGX30.EG | 15 | BELM.BE | GSPTSE.CA | OMXS30.SE | FTSE.GB | FTMIB.IT | SSMI.CH | OMXS30.SE | FTWIPHLL.PH | 16 | BVSP.BR | IBEX35.ES | GSPTSE.CA | IBEX35.ES | BVLG.PT | RUT.US | IBEX35.ES | JKLQ45.ID | 17 | OBX.NO | RUT.US | FTMIB.IT | SSMI.CH | FTWIAUTE.AT | BELM.BE | BVLG.PT | OMXHSCPI.FI | 18 | NDX.US | ATF.GR | OMXCGI.DK | MERV.AR | SPX.US | OMXHSCPI.FI | SSMI.CH | JKSE.ID | 19 | SSMI.CH | BVSP.BR | SPTSES.CA | TUNINDEX.TN | OMXCGI.DK | AXMD.AU | OBX.NO | TUNINDEX.TN | 20 | FTWIAUTE.AT | SPTSES.CA | DJI.US | FTMIB.IT | WIG20.PL | OMXS30.SE | FTWIAUTE.AT | MERV.AR | 21 | AXJO.AU | FTSE.GB | RUT.US | OMXHMCPI.FI | NASDAQ.US | IBEX35.ES | MASI.MA | IBG.AR | 22 | IBEX35.ES | MLCX.BR | FTSE.GB | SPX.US | SPTSEM.CA | BVLG.PT | OMXCGI.DK | HS.HK.CN | 23 | JTOPI.ZA | DJI.US | SSMI.CH | SMLL.BR | JTOPI.ZA | FTWIAUTE.AT | SPTSEM.CA | KS11.KR | 24 | HSCC.HK.CN | NASDAQ.US | IBEX35.ES | OBX.NO | DJI.US | OMXCGI.DK | MERV.AR | HSCC.HK.CN | 25 | FTWISGPL.SG | FTMIB.IT | AXMD.AU | JKLQ45.ID | RUT.US | GSPTSE.CA | NASDAQ.US | XU100.TR | 26 | IMOEX.RU | OMXS30.SE | OMXHMCPI.FI | JKSE.ID | GSPTSE.CA | OMXHMCPI.FI | IBG.AR | FTWIMALL.MY | 27 | SPTSEM.CA | OMXCGI.DK | SPTSEM.CA | GSPTSE.CA | NSEI.IN | AXJO.AU | NSE20.KE | FTWICZHL.CZ | 28 | RUT.US | SSMI.CH | FTWIAUTE.AT | JTOPI.ZA | HS.HK.CN | SPTSEM.CA | RUT.US | SPX.US | 29 | IRTS.RU | XU100.TR | NASDAQ.US | BELM.BE | BVSP.BR | SPTSES.CA | HS.HK.CN | SPTSES.CA | 30 | HS.HK.CN | FTWIAUTE.AT | OBX.NO | DJI.US | SPTSES.CA | TUNINDEX.TN | BVSP.BR | NASDAQ.US | 31 | FTWIIRLE.IE | BVLG.PT | MLCX.BR | XU100.TR | MLCX.BR | BVSP.BR | FTWIIRLE.IE | MXX.MX | 32 | WIG20.PL | EGX30.EG | BVSP.BR | NZ50.NZ | IMOEX.RU | JKSE.ID | SPTSES.CA | RUT.US | 33 | OMXHMCPI.FI | TUNINDEX.TN | BVLG.PT | MASI.MA | FTWIIRLE.IE | IRTS.RU | AXJO.AU | FTWISGPL.SG | 34 | JKLQ45.ID | OBX.NO | MXX.MX | IRTS.RU | IRTS.RU | XU100.TR | MLCX.BR | DJI.US | 35 | AXMD.AU | IRTS.RU | HS.HK.CN | OMXCGI.DK | SMLL.BR | NDX.US | JTOPI.ZA | SPIPSA.CL | 36 | MXX.MX | OMXHMCPI.FI | FTWIHUNL.HU | NIFSMCP100.ID | MERV.AR | IMOEX.RU | JKSE.ID | SPTSEM.CA | 37 | IBG.AR | IMOEX.RU | TOPIX.JP | IMOEX.RU | IBG.AR | MLCX.BR | SMLL.BR | WIG20.PL | 38 | SMLL.BR | BELS.BE | WIG20.PL | AXMD.AU | JKLQ45.ID | JKLQ45.ID | JKLQ45.ID | IRTS.RU | 39 | KS11.KR | NDX.US | HSCC.HK.CN | WIG20.PL | OMXHSCPI.FI | SMLL.BR | OMXHSCPI.FI | JTOPI.ZA | 40 | MERV.AR | JTOPI.ZA | IRTS.RU | NASDAQ.US | JKSE.ID | JTOPI.ZA | HSCC.HK.CN | FTWICOLL.CO | 41 | FTMIB.IT | SPIPSA.CL | FTWICZHL.CZ | AXJO.AU | FTWIHUNL.HU | QSI.QA | SSEC.CN | IMOEX.RU | 42 | OMXCGI.DK | WIG20.PL | SPIPSA.CL | FTWIIRLE.IE | HSCC.HK.CN | MERV.AR | FTWIHUNL.HU | OMXIPI.IS | 43 | JKSE.ID | MXX.MX | KSE.PK | RUT.US | AXMD.AU | IBG.AR | AXMD.AU | OMXCGI.DK | 44 | SPTSES.CA | SMLL.BR | CRBEX.HR | FTWIPHLL.PH | AXJO.AU | FTWIIRLE.IE | OMXHMCPI.FI | CSE.LK | 45 | KSE.PK | IBG.AR | SSEC.CN | BVLG.PT | SETI.TH | TA35.IL | WIG20.PL | OMXH25.FI | 46 | ATF.GR | FTWIIRLE.IE | JTOPI.ZA | SPTSEM.CA | FTWISGPL.SG | WIG20.PL | SBITOP.SI | GSPTSE.CA | 47 | N225.JP | NIFSMCP100.ID | SETI.TH | FTWICZHL.CZ | KS11.KR | OMXIPI.IS | N225.JP | OMXS30.SE | 48 | FTWIPHLL.PH | AXJO.AU | SMLL.BR | FTWIHUNL.HU | SPIPSA.CL | FTWISGPL.SG | SZI.CN | TA35.IL | 49 | BVLG.PT | AXMD.AU | XU100.TR | EGX30.EG | XU100.TR | FTWIHUNL.HU | XU100.TR | FTWIIRLE.IE | 50 | NSEI.IN | OMXHSCPI.FI | TA35.IL | NSEI.IN | MXX.MX | MXX.MX | MXX.MX | FCHI.FR | 51 | NZ50.NZ | MERV.AR | SZI.CN | FTWICOLL.CO | BELS.BE | SSEC.CN | TOPIX.JP | AMGNRLX.JO | 52 | TOPIX.JP | HS.HK.CN | FTWISGPL.SG | HS.HK.CN | TA35.IL | NIFSMCP100.ID | QSI.QA | CACMS.FR | 53 | FCIBT.BW | FTWIHUNL.HU | FTWIIRLE.IE | SBITOP.SI | FTWICZHL.CZ | SZI.CN | TUNINDEX.TN | BELS.BE | 54 | FTWIPERL.PE | TA35.IL | EGX30.EG | NSE20.KE | FTWICOLL.CO | HSCC.HK.CN | SPIPSA.CL | FTWIHUNL.HU | 55 | OMXIPI.IS | FTWICOLL.CO | IMOEX.RU | SPTSES.CA | N225.JP | HS.HK.CN | TA35.IL | NSEI.IN | 56 | CRBEX.HR | NSEI.IN | N225.JP | OMXHSCPI.FI | TOPIX.JP | CRBEX.HR | IRTS.RU | SBITOP.SI | 57 | DCIBT.BW | FTWISGPL.SG | OMXHSCPI.FI | SPIPSA.CL | ATF.GR | SPIPSA.CL | ATF.GR | BELM.BE | 58 | FTWIHUNL.HU | JKSE.ID | JKSE.ID | FTWISGPL.SG | OMXIPI.IS | BELS.BE | NZ50.NZ | BFX.BE | 59 | TASI.SA | JKLQ45.ID | JKLQ45.ID | TA35.IL | NIFSMCP100.ID | N225.JP | FTWIPHLL.PH | SSMI.CH | 60 | FTWICZHL.CZ | FTWIPHLL.PH | ATF.GR | SZI.CN | NDX.US | FTWICZHL.CZ | OMXIPI.IS | MDAXI.GE | 61 | BELS.BE | HSCC.HK.CN | FTWIMALL.MY | MXX.MX | CRBEX.HR | ATF.GR | CRBEX.HR | AEX.NL | 62 | OMXHSCPI.FI | N225.JP | MASI.MA | SSEC.CN | TASI.SA | FTWICOLL.CO | IMOEX.RU | DAX.GE | 63 | IACR.CR | KS11.KR | DCIBT.BW | OMXIPI.IS | SSEC.CN | NSEI.IN | BELS.BE | FTWIAUTE.AT | 64 | FTWIMALL.MY | SETI.TH | SBITOP.SI | NDX.US | FTWIMALL.MY | NZ50.NZ | SETI.TH | OMXHMCPI.FI | 65 | SBITOP.SI | FTWICZHL.CZ | FTWIPHLL.PH | BELS.BE | FTWIPHLL.PH | SETI.TH | FTWICZHL.CZ | SETI.TH | 66 | SPIPSA.CL | FTWIMALL.MY | FTWICOLL.CO | KS11.KR | SZI.CN | KS11.KR | NSEI.IN | IBEX35.ES | 67 | QSI.QA | TOPIX.JP | KS11.KR | HSCC.HK.CN | FTWIPERL.PE | TOPIX.JP | TASI.SA | BVLG.PT | 68 | SZI.CN | KSE.PK | NZ50.NZ | FTWIMALL.MY | EGX30.EG | SBITOP.SI | CSE.LK | FTMIB.IT | 69 | XU100.TR | CRBEX.HR | AMGNRLX.JO | ATF.GR | NZ50.NZ | VNI.VN | EGX30.EG | NDX.US | 70 | MASI.MA | MASI.MA | BLSI.LB | SETI.TH | MDEX.MU | FTWIMALL.MY | FTWIMALL.MY | ATF.GR | 71 | SSEC.CN | SBITOP.SI | NDX.US | TASI.SA | MSI.OM | NSE20.KE | NIFSMCP100.ID | CRBEX.HR | 72 | AMGNRLX.JO | VNI.VN | FTWIPERL.PE | CSE.LK | QSI.QA | TASI.SA | FCIBT.BW | NIFSMCP100.ID | 73 | TA35.IL | NSE20.KE | MSI.OM | VNI.VN | SBITOP.SI | FTWIPERL.PE | FTWICOLL.CO | FTSE.GB | 74 | MSI.OM | BLSI.LB | BELS.BE | KSE.PK | AMGNRLX.JO | AMGNRLX.JO | FTWIPERL.PE | BLSI.LB | 75 | NSE20.KE | FTWIPERL.PE | PFTSI.UA | QSI.QA | VNI.VN | MASI.MA | MSI.OM | DCIBT.BW | 76 | BLSI.LB | TASI.SA | NSEI.IN | CRBEX.HR | MASI.MA | KSE.PK | VNI.VN | OBX.NO | 77 | EGX30.EG | MSI.OM | MDEX.MU | FCIBT.BW | CSE.LK | MSI.OM | KS11.KR | MSI.OM | 78 | CSE.LK | AMGNRLX.JO | VNI.VN | AMGNRLX.JO | NSE20.KE | CSE.LK | AMGNRLX.JO | FTWIPERL.PE | 79 | FTWICOLL.CO | QSI.QA | CSE.LK | PFTSI.UA | KSE.PK | EGX30.EG | FTWISGPL.SG | MDEX.MU | 80 | TUNINDEX.TN | CSE.LK | QSI.QA | MDEX.MU | TUNINDEX.TN | PFTSI.UA | BLSI.LB | KSE.PK | 81 | SETI.TH | PFTSI.UA | OMXIPI.IS | FTWIPERL.PE | PFTSI.UA | MDEX.MU | IACR.CR | TASI.SA | 82 | NIFSMCP100.ID | FCIBT.BW | TUNINDEX.TN | MSI.OM | BLSI.LB | BLSI.LB | MDEX.MU | QSI.QA | 83 | VNI.VN | MDEX.MU | TASI.SA | BLSI.LB | DCIBT.BW | DCIBT.BW | PFTSI.UA | IACR.CR | 84 | PFTSI.UA | IACR.CR | IACR.CR | DCIBT.BW | IACR.CR | IACR.CR | DCIBT.BW | FCIBT.BW | 85 | MDEX.MU | DCIBT.BW | FCIBT.BW | IACR.CR | FCIBT.BW | FCIBT.BW | KSE.PK | PFTSI.UA |
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