The present research is the first to concentrate only on the EU 10 frontier markets and their internal diversification potential for the equity market segments. The EU 10 frontier markets present all five characteristics identified by the academic literature for the (equity) frontier markets. A sixth characteristic was identified and added for the EU 10 frontier securities markets. The results show that the EU 10 frontier markets exhibit internal diversification potential and therefore can present interesting investing opportunities for domestic and international investors. The internal diversification potential seems to be lower in the cases of Latvia and Malta, with trading concentrated around the pharmaceutical and banking sectors, respectively. Romania has a peculiar position with an apparently limited internal diversification potential. These general results complete and enhance, from an inside-out point of view, the findings of partial integration of the EU 10 frontier markets and the overall conclusion that they present diversification opportunities for international portfolios.
Table 7.1
The EU Frontier Markets According to Frontier Index Providers
FTSE (26 frontier countries) as of Mar. 2015 | MSCI Barra (32 frontier countries) as of Jun. 2015 | Russell (39 frontier countries) as of Mar. 2015 | Standard & Poor’s (34 frontier countries) as of Jun. 2015 |
Bulgaria | Bulgaria | Bulgaria | Bulgaria |
Croatia | Croatia | Croatia | Croatia |
Cyprus | — | Cyprus | Cyprus |
Estonia | Estonia | Estonia | Estonia |
Lithuania | Lithuania | Lithuania | Lithuania |
Malta | — | Malta | — |
Romania | Romania | Romania | Romania |
Slovakia | — | Slovakia | Slovakia |
Slovenia | Slovenia | Slovenia | Slovenia |
Latvia (monitored) | — | — | Latvia |
Sources: http://www.ftse.com/products/downloads/Europe-Frontier_latest.pdf, https://www.msci.com/market-cap-weighted-indexes, http://www.russell.com/documents/indexes/research/global-guidebook-2015.pdf
Table 7.2
EU 10 Frontier Countries Summary
Country | Stock exchange | Year of stock exchange establishment | Stock market main index | Eurozone member since | Sovereign rating as of Jun. 2015 | ||
S&P | Moody | Fitch | |||||
Bulgaria | Bulgarian Stock Exchange | 1997 | SOFIX | No | BB+ | Baa2 | BBB− |
Croatia | Zagreb Stock Exchange | 1991 | CROBEX | No | BB | Ba1 | BB |
Cyprus | Cyprus Stock Exchange | 1996 | CSE General Market Index | Jan. 1, 2008 | B+ | B3 | B− |
Estonia | NASDAQ-OMX-Baltic Tallinn Stock Exchange | 1995 | OMX Tallinn | Jan. 1, 2011 | AA− | A1 | A+ |
Latvia | NASDAQ-OMX-Baltic Riga Stock Exchange | 1993 | OMX Riga | Jan. 1, 2014 | A− | A3 | A− |
Lithuania | NASDAQ-OMX-Baltic Vilnius Stock Exchange | 1992 | OMX Vilnius | Jan. 1, 2015 | A− | A3 | A− |
Malta | Malta Stock Exchange | 1990 | MSE Index | Jan. 1, 2008 | BBB+ | A3 | A |
Romania | Bucharest Stock Exchange | 1995 | BET-C | No | BBB− | Baa3 | BBB− |
Slovakia | Bratislava Stock Exchange | 1991 | SAX Index | Jan. 1, 2009 | A | A2 | A+ |
Slovenia | Ljubljana Stock Exchange | 1988/1989 | SBI 20/SBI Top Index | Jan. 1, 2007 | A− | Baa3 | BBB+ |
Source: Stock exchanges websites and http://countryeconomy.com/ratings
Notes: Malta started trading only in 1992. The periods each country was an ERM II member are: Bulgaria: no; Croatia: no; Cyprus: May 2, 2005–Dec. 31, 2007; Estonia: Jun. 28, 2004–Dec. 31, 2010; Latvia: May 2, 2005–Dec. 31, 2013; Lithuania: Jun. 28, 2004–Dec. 31, 2014; Malta: May 2, 2005–Dec. 31, 2007; Romania: no; Slovakia: Nov. 28, 2005–Dec. 31, 2008; Slovenia: Jun. 28, 2004–Dec. 31, 2006.
Table 7.3
EU 10 Frontier Securities Markets Summary
Country | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 |
Number of listed companies | |||||||||||||||
Bulgaria | n/a | 30 | 31 | 31 | 31 | 331 | 346 | 369 | 399 | 399 | 390 | 393 | 387 | 381 | 372 |
Croatia | 64 | 73 | 73 | 175 | 183 | 194 | 202 | 383 | 377 | 280 | 257 | 254 | 226 | 208 | 204 |
Cyprus | 124 | 149 | 159 | 130 | 124 | 119 | 141 | 123 | 119 | 115 | 110 | 106 | 101 | 95 | 94 |
Estonia | 20 | 17 | 14 | 14 | 13 | 13 | 17 | 18 | 18 | 16 | 15 | 15 | 16 | 18 | 15 |
Latvia | 22 | 16 | 13 | 13 | 12 | 12 | 11 | 42 | 36 | 35 | 34 | 37 | 31 | 31 | 29 |
Lithuania | 54 | 45 | 46 | 45 | 43 | 43 | 44 | 41 | 41 | 41 | 40 | 36 | 33 | 32 | 33 |
Malta | 10 | 12 | 13 | 14 | 14 | 14 | 15 | 16 | 19 | 20 | 21 | 21 | 22 | 24 | 24 |
Romania | 115 | 66 | 65 | 62 | 60 | 64 | 53 | 54 | 64 | 64 | 69 | 79 | 81 | 83 | 83 |
Slovakia | 866 | 888 | 510 | 366 | 294 | 224 | 187 | 160 | 193 | 172 | 165 | 147 | 134 | 131 | 125 |
Slovenia | 149 | 151 | 135 | 134 | 140 | 116 | 100 | 87 | 84 | 76 | 72 | 66 | 61 | 55 | 51 |
Equity market capitalization (EUR mil.) | |||||||||||||||
Bulgaria | 661 | 565 | 700 | 1,391 | 2,062 | 4,312 | 7,830 | 14,821 | 6,371 | 6,031 | 5,498 | 6,358 | 5,025 | 5,093 | 4,988 |
Croatia | 2,905 | 3,455 | 3,826 | 4,909 | 8,236 | 10,909 | 22,706 | 48,005 | 19,666 | 18,443 | 19,323 | 17,566 | 16,990 | 15,700 | 16,533 |
Cyprus | 12,402 | 6,572 | 4,505 | 3,807 | 3,588 | 5,580 | 12,245 | 20,160 | 5,733 | 7,157 | 5,094 | 2,198 | 1,514 | 1,527 | 3,331 |
Estonia | 1,932 | 1,666 | 2,315 | 3,005 | 3,545 | 2,963 | 4,522 | 4,105 | 1,403 | 1,850 | 1,685 | 1,241 | 1,769 | 1,877 | 1,663 |
Latvia | 593 | 782 | 686 | 902 | 1,017 | 1,746 | 1,643 | 2,098 | 1,166 | 1,317 | 942 | 826 | 842 | 948 | 860 |
Lithuania | 1,706 | 1,360 | 1,394 | 2,783 | 4,755 | 6,937 | 7,728 | 6,892 | 2,608 | 3,220 | 4,220 | 3,139 | 2,992 | 2,907 | 3,330 |
Malta | 2,169 | 1,528 | 1,319 | 1,467 | 2,089 | 3,474 | 3,416 | 4,916 | 2,567 | 2,844 | 3,222 | 2,641 | 2,754 | 3,245 | 3,010 |
Romania | 463 | 1,361 | 2,646 | 2,991 | 8,819 | 15,311 | 18,858 | 21,524 | 6,474 | 8,402 | 9,776 | 10,818 | 12,088 | 17,834 | 18,385 |
Slovakia | 3,623 | 3,870 | 2,462 | 2,204 | 3,239 | 3,729 | 4,124 | 4,555 | 3,907 | 3,614 | 3,380 | 4,183 | 4,094 | 4,075 | 4,444 |
Slovenia | 3,335 | 3,839 | 5,355 | 5,660 | 7,115 | 6,697 | 11,513 | 19,740 | 8,468 | 8,462 | 7,028 | 4,873 | 4,911 | 5,173 | 6,214 |
Market capitalization to GDP (%) | |||||||||||||||
Bulgaria | 4.54 | 3.52 | 4.02 | 7.41 | 9.87 | 18.29 | 29.57 | 48.16 | 17.98 | 17.26 | 15.25 | 16.52 | 12.69 | 12.75 | 11.87 |
Croatia | 12.55 | 13.53 | 13.61 | 15.99 | 24.61 | 29.88 | 55.56 | 110.66 | 41.37 | 41.19 | 43.50 | 39.75 | 38.90 | 36.25 | 38.37 |
Cyprus | 117.72 | 57.95 | 38.18 | 29.79 | 25.98 | 37.43 | 83.53 | 126.78 | 33.41 | 42.47 | 29.27 | 12.22 | 8.48 | 9.25 | 19.03 |
Estonia | 31.31 | 23.92 | 29.84 | 34.55 | 36.52 | 26.31 | 33.77 | 25.55 | 8.64 | 13.44 | 11.76 | 7.78 | 10.46 | 10.18 | 8.52 |
Latvia | 8.75 | 10.52 | 8.19 | 8.61 | 8.67 | 12.71 | 10.28 | 9.98 | 5.09 | 7.11 | 5.22 | 4.09 | 3.81 | 4.06 | 3.58 |
Lithuania | 13.71 | 9.96 | 9.21 | 16.79 | 26.07 | 33.03 | 32.06 | 23.98 | 8.05 | 12.08 | 15.29 | 10.19 | 9.13 | 8.40 | 9.17 |
Malta | 52.43 | 35.84 | 29.23 | 30.60 | 42.92 | 67.56 | 65.61 | 88.17 | 43.04 | 47.62 | 51.03 | 40.36 | 40.54 | 45.16 | 38.04 |
Romania | 1.38 | 3.22 | 6.08 | 5.65 | 14.36 | 19.09 | 19.29 | 17.26 | 4.63 | 7.11 | 7.86 | 8.24 | 9.18 | 12.49 | 12.25 |
Slovakia | 12.54 | 11.86 | 6.85 | 7.32 | 9.32 | 9.48 | 9.27 | 8.31 | 6.07 | 5.76 | 5.13 | 6.05 | 5.73 | 5.65 | 5.91 |
Slovenia | 17.64 | 18.15 | 22.67 | 21.52 | 25.65 | 22.91 | 37.08 | 57.06 | 22.74 | 23.80 | 19.74 | 13.47 | 13.85 | 14.67 | 16.68 |
Turnover ratio (%) as proxy for market liquidity | |||||||||||||||
Bulgaria | n/a | 0.25 | 1.04 | 2.23 | 21.23 | 23.69 | 18.10 | 31.31 | 20.72 | 11.14 | 7.22 | 3.90 | 5.46 | 12.89 | 5.99 |
Croatia | 6.89 | 3.75 | 4.13 | 4.03 | 4.24 | 5.86 | 8.66 | 6.39 | 12.52 | 5.49 | 4.10 | 4.11 | 2.43 | 2.57 | 2.45 |
Cyprus | 88.04 | 58.64 | 14.34 | 5.17 | 5.08 | 6.60 | 23.94 | 18.43 | 26.20 | 18.00 | 16.47 | 16.29 | 15.06 | 2.04 | 1.56 |
Estonia | 16.87 | 14.86 | 11.22 | 16.22 | n/a | n/a | 16.94 | 37.17 | 44.05 | 14.43 | 14.42 | 15.07 | 7.71 | 10.00 | 7.66 |
Latvia | 42.72 | 23.59 | 27.29 | 13.60 | n/a | n/a | 5.11 | 4.67 | 2.40 | 1.06 | 2.23 | 3.87 | 1.96 | 2.28 | 2.01 |
Lithuania | 13.36 | 17.52 | 13.50 | 5.78 | 6.64 | n/a | 20.79 | 10.98 | 12.73 | 6.65 | 5.31 | 5.61 | 4.32 | 3.17 | 2.37 |
Malta | 9.23 | 3.40 | 3.35 | 2.10 | 3.59 | 3.48 | 6.00 | 1.24 | 1.91 | 0.88 | 1.12 | 1.44 | 1.21 | 1.64 | 1.69 |
Romania | 20.09 | 10.83 | 8.09 | 8.47 | 6.72 | 13.93 | 12.03 | 9.20 | 16.25 | 7.66 | 7.20 | 21.69 | 13.08 | 10.12 | 11.92 |
Slovakia | 16.20 | 27.30 | 33.26 | 26.69 | 16.33 | 1.48 | 1.70 | 0.48 | 0.33 | 3.38 | 6.80 | 8.34 | 3.09 | 1.96 | 1.27 |
Slovenia | 9.83 | 28.35 | 23.33 | 11.07 | 13.12 | 14.05 | 12.60 | 17.13 | 18.95 | 12.88 | 6.50 | 8.11 | 6.18 | 5.79 | 9.79 |
Top five companies % of turnover | |||||||||||||||
Bulgaria | n/a | n/a | n/a | n/a | n/a | n/a | 73.66 | 56.49 | 52.93 | 57.21 | 59.64 | 52.26 | 65.11 | 75.30 | 61.05 |
Croatia | 91.16 | 77.36 | 76.08 | 79.91 | 74.09 | 59.69 | 58.65 | 36.42 | 48.38 | 57.23 | 59.46 | 52.32 | 47.74 | 46.88 | 49.15 |
Cyprus | 41.17 | 36.18 | 41.05 | 50.26 | 61.16 | 73.26 | 79.26 | 64.34 | 80.49 | 90.26 | 89.43 | 83.46 | 85.61 | 64.06 | 59.21 |
Estonia | 88.60 | 94.74 | 94.32 | 93.88 | 96.46 | 92.26 | 81.61 | 71.03 | 74.52 | 79.57 | 78.15 | 79.65 | 85.83 | 85.43 | 85.86 |
Latvia | 82.34 | 82.60 | 66.26 | 30.77 | 43.48 | 73.04 | 75.54 | 80.60 | 77.49 | 77.86 | 80.33 | 79.89 | 82.00 | 84.83 | 89.08 |
Lithuania | 41.26 | 28.97 | 21.70 | 50.44 | 55.72 | 51.84 | 59.69 | 67.16 | 73.05 | 70.11 | 57.01 | 56.01 | 65.43 | 59.73 | 58.89 |
Malta | 94.12 | 88.28 | 96.38 | 86.43 | 94.00 | 92.52 | 91.38 | 88.38 | 83.45 | 91.50 | 83.62 | 90.05 | 82.51 | 73.85 | 79.20 |
Romania | n/a | n/a | n/a | 67.64 | 63.25 | 80.86 | 77.81 | 65.04 | 66.31 | 69.67 | 67.95 | 76.08 | 73.01 | 75.75 | 68.73 |
Slovakia | n/a | n/a | n/a | 87.49 | 86.26 | 82.86 | 90.53 | 84.09 | 90.23 | 88.50 | 89.55 | 97.81 | 96.76 | 97.81 | 89.71 |
Slovenia | 45.18 | 50.96 | 60.43 | 53.74 | 56.10 | 58.52 | 68.36 | 70.08 | 73.13 | 78.43 | 78.20 | 87.93 | 86.58 | 83.96 | 77.32 |
Financial sector importance (%) in total equity turnover | |||||||||||||||
Bulgaria | n/a | n/a | n/a | n/a | n/a | n/a | 33.8 | 49.3 | 29.5 | 46.0 | 47.1 | 62.1 | 47.9 | 41.0 | 39.5 |
Croatia | 89.8 | 54.2 | 48.6 | 17.5 | Financial companies appear only sporadically in top five with low than 10% | ||||||||||
Cyprus | 41.4 | 40.9 | 48.2 | 63.4 | 55.7 | 81.7 | 87.8 | 77.2 | 81.7 | 91.5 | 95.1 | 93.5 | 95.4 | 86.5 | 78.8 |
Estonia | 60.5 | 54.4 | 66.7 | 61.7 | 64.7 | 58.1 | No financial companies appear in top five as reported to FESE. | ||||||||
Latvia | 42.3 | 29.6 | No financial companies appear in top five as reported in monthly reports and to FESE. | ||||||||||||
Lithuania | 21.9 | n/a | n/a | n/a | n/a | 19.5 | 29.4 | 38.4 | 39.1 | 27.4 | 24.3 | 29.8 | 16.9 | 19.9 | 13.7 |
Malta | 43.2 | 37.5 | 44.1 | 56.6 | 60.9 | 65.8 | 71.7 | 57.8 | 47.9 | 59.2 | 54.0 | 64.1 | 48.2 | 41.5 | 51.5 |
Romania | n/a | n/a | n/a | 51.4 | 54.2 | 67.3 | 71.1 | 70.3 | 66.6 | 75.7 | 73.9 | 88.5 | 83.5 | 72.2 | 63.5 |
Slovakia | n/a | n/a | n/a | 13.1 | 32.9 | 41.8 | 18.9 | 28.5 | 33.5 | 50.7 | 64.4 | 49.6 | 55.8 | 47.2 | 44.1 |
Slovenia | Financial companies appear only sporadically in top five and with low percentages. | ||||||||||||||
Equity market performances based on main equity indices (%) | |||||||||||||||
Bulgaria | 29.41 | 11.27 | 54.24 | 150.30 | 39.60 | 32.38 | 48.74 | 42.14 | −79.36 | 18.82 | −15.13 | −11.18 | 8.62 | 43.00 | 5.76 |
Croatia | 24.42 | 16.26 | 12.27 | 1.23 | 20.42 | 27.26 | 61.55 | 62.96 | −67.17 | 13.08 | 4.33 | −18.41 | −0.36 | 1.75 | 16.26 |
Cyprus | −65.02 | −47.20 | −26.78 | −16.25 | −11.24 | 52.31 | 125.38 | 21.41 | −77.43 | 44.98 | 33.23 | −72.03 | −61.16 | −12.92 | −18.14 |
Estonia | −0.20 | 1.48 | 46.98 | 34.08 | 56.11 | 47.20 | 29.04 | −13.38 | −62.98 | 41.99 | 69.52 | −26.28 | 34.67 | 8.62 | −8.20 |
Latvia | 49.06 | 46.93 | −14.30 | 48.36 | 43.45 | 65.52 | −5.94 | −10.21 | −54.85 | 2.96 | 33.30 | −5.63 | 6.04 | 15.00 | −11.75 |
Lithuania | −7.30 | −18.03 | 12.47 | 102.08 | 67.85 | 52.66 | 9.12 | 4.20 | −65.30 | 44.56 | 55.93 | −26.66 | 18.76 | 16.41 | 4.23 |
Malta | 3.29 | −33.66 | −15.25 | 13.39 | 44.08 | 62.74 | −1.93 | 3.78 | −35.69 | 7.87 | 8.86 | −17.89 | 3.49 | 13.88 | −9.40 |
Romania | 7.39 | −6.47 | 123.62 | 22.62 | 98.29 | 31.63 | 25.07 | 26.27 | −69.68 | 34.62 | 13.49 | −16.73 | 6.29 | 16.28 | −1.21 |
Slovakia | 18.64 | 34.43 | 16.18 | 31.21 | 84.19 | 26.83 | 2.10 | 7.40 | −19.78 | −25.67 | −13.71 | −6.47 | −10.80 | 4.20 | 13.93 |
Slovenia | 0.09 | 19.01 | 55.24 | 65.92 | 29.56 | 2.66 | 56.71 | 67.79 | −66.08 | 16.31 | −14.94 | −30.58 | 7.10 | 2.53 | 19.12 |
Sources: Federation of European Securities Exchanges (FESE), stock exchange websites, and Syriopoulos and Roumpis (2009). In the case of Malta and Slovakia, the percentages are based only on two banks that appear in top five as reported to FESE. In the case of Romania, for the period 2005–10 it reported to FESE the top five without the closed-end funds. For Slovenia for 2000–02 SBI 20 Index was available; since 2004 SBI Top Index was used.
Table 7.4
EU 10 Frontier Markets Position Based on Global Competitiveness Report
Financial market development rank | |||||||||
Country | 2006/07 (of 125) | 2007/08 (of 131) | 2008/09 (of 134) | 2009/10 (of 133) | 2010/11 (of 139) | 2011/12 (of 142) | 2012/13 (of 144) | 2013/14 (of 148) | 2014/15 (of 144) |
Bulgaria | 90 | 74 | 74 | 76 | 91 | 75 | 80 | 73 | 60 |
Croatia | 68 | 68 | 63 | 77 | 88 | 87 | 92 | 78 | 74 |
Cyprus | 55 | 39 | 27 | 18 | 15 | 25 | 38 | 64 | 83 |
Estonia | 25 | 31 | 28 | 29 | 45 | 41 | 39 | 35 | 29 |
Latvia | 40 | 38 | 39 | 60 | 86 | 60 | 52 | 45 | 33 |
Lithuania | 45 | 54 | 56 | 72 | 89 | 89 | 87 | 87 | 65 |
Malta | 46 | 20 | 18 | 13 | 11 | 15 | 15 | 34 | 36 |
Romania | 76 | 78 | 60 | 56 | 81 | 84 | 77 | 72 | 64 |
Slovakia | 34 | 33 | 31 | 28 | 37 | 47 | 47 | 42 | 39 |
Slovenia | 63 | 47 | 46 | 48 | 77 | 102 | 128 | 134 | 133 |
Regulation of securities exchanges rank | |||||||||
Bulgaria | n/a | n/a | 104 | 108 | 109 | 102 | 109 | 116 | 103 |
Croatia | n/a | n/a | 75 | 73 | 74 | 79 | 82 | 78 | 72 |
Cyprus | n/a | n/a | 54 | 29 | 34 | 41 | 48 | 75 | 68 |
Estonia | n/a | n/a | 26 | 32 | 44 | 37 | 40 | 40 | 39 |
Latvia | n/a | n/a | 62 | 79 | 99 | 71 | 64 | 64 | 60 |
Lithuania | n/a | n/a | 41 | 51 | 57 | 50 | 50 | 65 | 70 |
Malta | n/a | n/a | 22 | 15 | 12 | 21 | 12 | 17 | 26 |
Romania | n/a | n/a | 91 | 88 | 97 | 106 | 111 | 115 | 101 |
Slovakia | n/a | n/a | 76 | 84 | 89 | 85 | 87 | 93 | 85 |
Slovenia | n/a | n/a | 70 | 60 | 66 | 73 | 73 | 84 | 88 |
Source: World Economic Forum Reports (World Economic Forum, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014).
Table 7.5
EU 10 Frontier Markets’ Turnover Structure (%) by Type of Financial Instruments (Annual Averages for the Period 2006–14)
Country | Equities | Bonds | ETFs and UCITs | Structured products | Derivatives | Others (rights, warrants) |
Bulgaria | 89.87 | 9.67 | 0.46 | — | — | — |
Croatia | 43.71 | 56.01 | — | 0.17 | — | 0.11 |
Cyprus | 94.41 | 2.72 | 2.87 | — | — | — |
Estonia | 99.99 | 0.01 | — | — | — | — |
Latvia | 44.58 | 55.42 | — | — | — | — |
Lithuania | 70.35 | 29.65 | — | — | — | — |
Malta | 10.39 | 89.61 | — | — | — | — |
Romania | 87.14 | 9.70 | 0.12 | 2.65 | 0.39 | — |
Slovakia | 0.87 | 99.13 | — | — | — | — |
Slovenia | 75.73 | 19.27 | 5.00 | — | — | — |
Sources: FESE and respective securities exchanges websites.
Table 7.6
The EU 10 Frontier Markets’ Equity Indices
Country | Reported equity indices | Selected indices or companies |
Bulgaria | SOFIX, BG BX40, BG TR30, BG REIT | SOFIX, BG BX40, BG REIT |
Croatia | CROBEX, CROBEX10, CROBEXindustrija, CROBEXkonstruct, CROBEXnutris, CROBEXplus, CROBEXtr, CROBEXtransport, CROBEXturist | CROBEX, CROBEX10 |
Cyprus | CSE General Index, CSE Main Market Index, CSE Alternative Market Index, CSE Investment Market index, CSE Hotel Index | CSE Main Market Index, CSE Investment Market Index, CSE Hotel Index |
Estonia | OMX Tallinn Index (TALSE Index) | Olympic Entertainment Group, Silvano Fashion Group, Tallink Grupp, Tallina Vesi |
Latvia | OMX Riga Index (RIGSE Index) | Grindeks, Latvijas Kugnieciba, Olainfarm, SAF-Tehnika |
Lithuania | OMX Vilnius Index (VILSE Index) | Apranga, Invalda, Siauliu Banka, TEO LT |
Malta | MSE Index (MALTEX Index) | Bank of Valleta, HSBC Bank, Malta International Airport |
Romania | BET, BET-TR, BET-Plus/BET-C, BET-Fi, BET-BK, BET-NG, BET-XT, BET-XT-TR | BET, BET-Plus/BET-C, BET-Fi, BET-BK, BET-NG, BET-XT |
Slovakia | SBI Top Index | Best Hotels Properties, Slovnaft, Tatry Mountain Resort, Vseobec Uverova Banka |
Slovenia | SAX Index | Gorenje, Krka, Mercator, Petrol |
Source: Stock market websites.
Table 7.7
Granger Causality Results
Countries | 1 lag | 5 lags | 20 lags | 1 lag | 5 lags | 20 lags |
Bulgaria | ||||||
SOFIX Granger causes BG BX40 | BG BX40 Granger causes SOFIX | |||||
p-value | 0.1855 | 0.0148 | 0.0196 | 0.0039 | 0.0010 | 0.0111 |
SOFIX Granger causes BG REIT | BG REIT Granger causes SOFIX | |||||
p-value | 0.0589 | 0.2759 | 0.4725 | 0.0148 | 0.2026 | 0.4170 |
BG REIT Granger causes BG BX40 | BG BX40 Granger causes BG REIT | |||||
p-value | 0.3396 | 0.4529 | 0.6202 | 0.3011 | 0.6253 | 0.7665 |
Croatia | ||||||
CROBEX Granger causes CROBEX10 | CROBEX10 Granger causes CROBEX | |||||
p-value | 0.0027 | 0.0004 | 0.0313 | 0.2092 | 0.1238 | 0.4271 |
Cyprus | ||||||
CSE Main Market Granger causes CSE Hotel | CSE Hotel Granger causes CSE Main Market | |||||
p-value | 0.0024 | 0.0004 | 0.0106 | 0.3629 | 0.3449 | 0.4912 |
CSE Main Market Granger causes CSE Investment | CSE Investment Granger causes CSE Main Market | |||||
p-value | 0.0000 | 0.0000 | 0.0000 | 0.8984 | 0.9365 | 0.2157 |
CSE Hotel Granger causes CSE Investment | CSE Investment Granger causes CSE Hotel | |||||
p-value | 0.0046 | 0.0123 | 0.0220 | 0.1079 | 0.0367 | 0.1115 |
Romania | ||||||
BET Granger causes BET-C/BET-Plus | BET-C/BET-Plus Granger causes BET | |||||
p-value | 0.0020 | 0.0119 | 0.2358 | 0.8176 | 0.8932 | 0.9998 |
BET Granger causes BET-Fi | BET-Fi Granger causes BET | |||||
p-value | 0.2196 | 0.0694 | 0.0996 | 0.0053 | 0.083 | 0.0812 |
BET Granger causes BET-NG | BET-NG Granger causes BET | |||||
p-value | 0.3502 | 0.3751 | 0.1108 | 0.1288 | 0.0213 | 0.0566 |
BET Granger causes BET-XT | BET-XT Granger causes BET | |||||
p-value | 0.3498 | 0.4626 | 0.2816 | 0.0929 | 0.1081 | 0.0627 |
BET Granger causes BET-BK | BET-BK Granger causes BET | |||||
p-value | 0.4252 | 0.4985 | 0.0651 | 0.2276 | 0.1794 | 0.1820 |
BET-C/BET-Plus Granger causes BET-Fi | BET-Fi Granger causes BET-C/BET-Plus | |||||
p-value | 0.4099 | 0.7986 | 0.9879 | 0.0172 | 0.1015 | 0.3681 |
BET-C/BET-Plus Granger causes BET- NG | BET-NG Granger causes BET-C/BET-Plus | |||||
p-value | 0.3795 | 0.8695 | 0.9989 | 0.0668 | 0.2291 | 0.6352 |
BET-C/BET-Plus Granger causes BET- XT | BET-XT Granger causes BET-C/BET-Plus | |||||
p-value | 0.7393 | 0.9797 | 0.9999 | 0.0491 | 0.2975 | 0.6109 |
BET-C/BET-Plus Granger causes BET- BK | BET-BK Granger causes BET-C/BET-Plus | |||||
p-value | 0.6469 | 0.8646 | 0.9899 | 0.6778 | 0.8866 | 0.9698 |
BET-Fi Granger causes BET-NG | BET-NG Granger causes BET-Fi | |||||
p-value | 0.3085 | 0.0885 | 0.1037 | 0.3274 | 0.4187 | 0.1309 |
BET-Fi Granger causes BET-XT | BET-XT Granger causes BET-Fi | |||||
p-value | 0.0044 | 0.0416 | 0.0255 | 0.3162 | 0.6460 | 0.0702 |
BET-Fi Granger causes BET-BK | BET-BK Granger causes BET-Fi | |||||
p-value | 0.7585 | 0.1604 | 0.0705 | 0.4434 | 0.5294 | 0.0178 |
BET-XT Granger causes BET-NG | BET-NG Granger causes BET-XT | |||||
p-value | 0.8155 | 0.1073 | 0.0434 | 0.2969 | 0.0218 | 0.0135 |
BET-XT Granger causes BET-BK | BET-BK Granger causes BET-XT | |||||
p-value | 0.8063 | 0.3623 | 0.1441 | 0.5892 | 0.4510 | 0.0452 |
BET-NG Granger causes BET-BK | BET-BK Granger causes BET-NG | |||||
p-value | 0.0313 | 0.0403 | 0.0097 | 0.6348 | 0.5813 | 0.6114 |
Source: Authors’ calculations based on Bloomberg data.
Table 7.8
Domestic, European, and International Betas for the Selected Companies
Exchange/company | Domestic beta | European beta (Euro Stoxx 50) | International beta (Russell Global Index) |
Estonia | |||
Olympic Entertainment Group (casino operations and hotel management) Period: Feb. 25, 2002–Dec. 31, 2014 |
1.4001 | 0.4501 | 0.6001 |
Silvano Fashion Group (production and sale of women lingerie) Period: Feb. 25, 2002–Dec. 31, 2014 |
0.9411 | 0.3445 | 0.1620 |
Tallink Grupp (maritime transportation) Period: Dec. 9, 2005–Dec. 31, 2014 |
1.2876 | 0.3376 | 0.3721 |
Tallina Vesi (water supply and waste water treatment) Period: Jun. 2, 2005–Dec. 31, 2014 |
0.4188 | 0.1087 | 0.1620 |
Latvia | |||
Grindeks (pharmaceuticals) Period: Jan. 3, 2000–Dec. 31, 2014 |
0.3204 | 0.1001 | 0.1715 |
Latvijas Kugnieciba (cargo shipping) Period: Jul. 1, 2002–Dec. 31, 2004 |
1.1971 | 0.2074 | 0.2719 |
Olainfarm (pharmaceuticals) Period: Jan. 3, 2000–Dec. 31, 2014 |
0.4334 | 0.2006 | 0.2423 |
SAF-Tehnika (telecommunication equipment) Period: Apr. 26, 2004–Dec. 31, 2014 |
0.4380 | 0.1954 | 0.0853 |
Lithuania | |||
Apranga (retail trade of apparel) Period: Jun. 10, 2002–Dec. 31, 2014 |
0.9376 | 0.3002 | 0.4271 |
Invalda (investments) Period: Jun. 10, 2002–Dec. 31, 2014 |
1.2884 | 0.2920 | 0.3367 |
Siauliu Banka (banking) Period: Jun. 10, 2002–Dec. 31, 2014 |
0.8731 | 0.2427 | 0.2785 |
TEO LT (telecommunication) Period: Jun. 10, 2002–Dec. 31, 2014 |
0.6740 | 0.1400 | 0.2097 |
Malta | |||
Bank of Valleta (banking) Period: Jan. 3, 2000–Dec. 31, 2014 |
1.0464 | 0.0300 | 0.0075 |
HSBC Bank (banking) Period: Jan. 3, 2000–Dec. 31, 2014 |
1.1282 | 0.0220 | 0.0251 |
Malta International Airport (ground services for air transport) Period: Jan. 22, 2003–Dec. 31, 2004 (low trading frequency) |
0.4116 | 0.0418 | 0.0882 |
Slovakia | |||
Best Hotels Properties (hotel ownership) Period: Aug. 3, 2010–Dec. 31, 2014 |
0.0175 | 0.0204 | 0.0324 |
Slovnaft (oil refining) Period: Aug. 3, 2010–Dec. 31, 2014 |
1.5175 | 0.0077 | 0.1228 |
Tatry Mountain Resort (mountain resort operator and tourist services) Period: Feb. 12, 2010–Dec. 31, 2014 |
0.0366 | −0.1801 | −0.2069 |
Vseobec Uverova Banka (banking) Period: Aug. 10, 2010–Dec. 31, 2014 |
1.9369 | −0.0345 | −0.0997 |
Slovenia | |||
Gorenje (home appliance products) Period: Apr. 1, 2003–Dec. 31, 2014 |
0.6650 | 0.1887 | 0.2851 |
Krka (pharmaceuticals) Period: Apr. 1, 2003–Dec. 31, 2014 |
0.9248 | 0.1760 | 0.1984 |
Mercator (retailer of fast moving consumer goods) Period: Apr. 1, 2003–Dec. 31, 2014 |
0.9111 | 0.1235 | 0.1892 |
Petrol (oil refining) Period: Apr. 1, 2003–Dec. 31, 2014 |
0.9839 | 0.1415 | 0.2434 |
Source: Authors’ calculations based on Bloomberg data.
Table 7.9
The EU 10 Frontier Markets’ Equity Indices
Country | Tested hypothesis | Status | Observations/comments |
Bulgaria | Hypothesis 1 | Confirmed/accepted | |
Croatia | Hypothesis 1 modified | Confirmed/accepted | |
Cyprus | Hypothesis 1 modified | Confirmed/accepted | |
Estonia | Hypothesis 2 | Confirmed/accepted | |
Latvia | Hypothesis 2 | Partly confirmed | Trade is concentrated on pharmaceutical sector. |
Lithuania | Hypothesis 2 | Confirmed/accepted | |
Malta | Hypothesis 2 | Partly confirmed | Trade is concentrated on banking sector. |
Romania | Hypothesis 1 | Partly confirmed | While no index leader emerges, three indices seem have an influence over the others. |
Slovakia | Hypothesis 2 | Confirmed/accepted | Two companies need more investigation. |
Slovenia | Hypothesis 2 | Confirmed/accepted |
Source: Authors’ calculations.
Table 7.10
EU 10 Frontier Markets Ranking Based on Financing Through Local Equity Markets
Country | 2008/09 (of 134) | 2009/10 (of 133) | 2010/11 (of 139) | 2011/12 (of 142) | 2012/13 (of 144) | 2013/14 (of 148) | 2014/15 (of 144) |
Bulgaria | 90 | 85 | 90 | 88 | 84 | 94 | 95 |
Croatia | 64 | 76 | 96 | 102 | 105 | 105 | 104 |
Cyprus | 72 | 60 | 65 | 73 | 86 | 107 | 113 |
Estonia | 39 | 62 | 68 | 60 | 62 | 59 | 48 |
Latvia | 91 | 95 | 116 | 104 | 103 | 99 | 96 |
Lithuania | 58 | 73 | 83 | 92 | 82 | 73 | 67 |
Malta | 38 | 18 | 9 | 23 | 24 | 25 | 25 |
Romania | 83 | 78 | 89 | 89 | 80 | 98 | 83 |
Slovakia | 101 | 93 | 110 | 118 | 117 | 112 | 107 |
Slovenia | 76 | 72 | 84 | 108 | 112 | 121 | 122 |
Source: World Economic Forum Reports (World Economic Forum, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014).
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