Return distribution characteristics for Asia–Pacific real estate and asset classes
| Hotel RE | Office RE | Retail RE | Industrial RE | Stocks | Listed RE | Bonds | Cash | |
|---|---|---|---|---|---|---|---|---|
| Panel A: Asia–Pacific | ||||||||
| Mean | 0.0503 | 0.0456 | 0.0671 | 0.0609 | 0.0603 | 0.0443 | 0.0134 | 0.0137 |
| Median | 0.0683 | 0.0752 | 0.079 | 0.0788 | 0.1091 | 0.0448 | 0.0132 | 0.004 |
| Maximum | 0.2252 | 0.1648 | 0.1672 | 0.1568 | 0.3786 | 0.4326 | 0.0168 | 0.0532 |
| Minimum | −0.1978 | −0.1192 | −0.0685 | −0.1276 | −0.4162 | −0.5112 | 0.0107 | 0.0002 |
| Std. Dev. | 0.0949 | 0.0737 | 0.0646 | 0.0661 | 0.1915 | 0.2138 | 0.0015 | 0.0185 |
| Skewness | −1.043 | −0.8698 | −0.6396 | −1.3212 | −0.6774 | −0.4499 | 0.619 | 1.2875 |
| Kurtosis | 4.6094 | 3.2267 | 2.6849 | 5.0606 | 3.4103 | 4.1792 | 3.0468 | 3.198 |
| Jarque-Bera | 5.2065 | 2.3084 | 1.3018 | 8.4212 | 1.5029 | 1.65 | 1.1513 | 5.0021 |
| Probability | 0.074 | 0.3153 | 0.5216 | 0.0148 | 0.4717 | 0.4382 | 0.5623 | 0.082 |
| Sum | 0.9056 | 0.8199 | 1.208 | 1.0961 | 1.0858 | 0.7983 | 0.2416 | 0.2475 |
| Sum Sq. Dev. | 0.153 | 0.0924 | 0.0709 | 0.0742 | 0.6235 | 0.7772 | 0 | 0.0058 |
| Observations | 18 | 18 | 18 | 18 | 18 | 18 | 18 | 18 |
| Panel B: Japan | ||||||||
| Mean | 0.0638 | 0.0361 | 0.0402 | 0.0532 | 0.0713 | 0.0485 | 0.0062 | 0.0027 |
| Median | 0.0602 | 0.0571 | 0.0531 | 0.0674 | 0.0954 | 0.0191 | 0.0056 | 0.0018 |
| Maximum | 0.282 | 0.1327 | 0.0901 | 0.1527 | 0.548 | 0.6822 | 0.0168 | 0.0086 |
| Minimum | −0.1224 | −0.1661 | −0.1642 | −0.1401 | −0.4248 | −0.4595 | −0.001 | 0.0006 |
| Std. Dev. | 0.1036 | 0.0749 | 0.0611 | 0.0645 | 0.2124 | 0.2669 | 0.0057 | 0.0025 |
| Skewness | 0.2032 | −1.7368 | −2.3893 | −1.4396 | −0.1768 | 0.8185 | 0.3735 | 1.1486 |
| Kurtosis | 3.0244 | 5.3014 | 8.2587 | 5.6455 | 3.783 | 4.1249 | 1.8464 | 3.1315 |
| Jarque–Bera | 0.1243 | 13.0217 | 37.8664 | 11.4663 | 0.5537 | 2.959 | 1.4167 | 3.971 |
| Probability | 0.9398 | 0.0015 | 0.0000 | 0.0032 | 0.7582 | 0.2277 | 0.4925 | 0.1373 |
| Sum | 1.1476 | 0.6497 | 0.7234 | 0.9573 | 1.2833 | 0.8731 | 0.1111 | 0.048 |
| Sum Sq. Dev. | 0.1825 | 0.0953 | 0.0636 | 0.0707 | 0.7671 | 1.2114 | 0.0006 | 0.0001 |
| Observations | 18 | 18 | 18 | 18 | 18 | 18 | 18 | 18 |
| Hotel RE | Office RE | Retail RE | Industrial RE | Stocks | Listed RE | Bonds | Cash | |
|---|---|---|---|---|---|---|---|---|
| Mean | 0.0503 | 0.0456 | 0.0671 | 0.0609 | 0.0603 | 0.0443 | 0.0134 | 0.0137 |
| Median | 0.0683 | 0.0752 | 0.079 | 0.0788 | 0.1091 | 0.0448 | 0.0132 | 0.004 |
| Maximum | 0.2252 | 0.1648 | 0.1672 | 0.1568 | 0.3786 | 0.4326 | 0.0168 | 0.0532 |
| Minimum | −0.1978 | −0.1192 | −0.0685 | −0.1276 | −0.4162 | −0.5112 | 0.0107 | 0.0002 |
| Std. Dev. | 0.0949 | 0.0737 | 0.0646 | 0.0661 | 0.1915 | 0.2138 | 0.0015 | 0.0185 |
| Skewness | −1.043 | −0.8698 | −0.6396 | −1.3212 | −0.6774 | −0.4499 | 0.619 | 1.2875 |
| Kurtosis | 4.6094 | 3.2267 | 2.6849 | 5.0606 | 3.4103 | 4.1792 | 3.0468 | 3.198 |
| Jarque-Bera | 5.2065 | 2.3084 | 1.3018 | 8.4212 | 1.5029 | 1.65 | 1.1513 | 5.0021 |
| Probability | 0.074 | 0.3153 | 0.5216 | 0.0148 | 0.4717 | 0.4382 | 0.5623 | 0.082 |
| Sum | 0.9056 | 0.8199 | 1.208 | 1.0961 | 1.0858 | 0.7983 | 0.2416 | 0.2475 |
| Sum Sq. Dev. | 0.153 | 0.0924 | 0.0709 | 0.0742 | 0.6235 | 0.7772 | 0 | 0.0058 |
| Observations | 18 | 18 | 18 | 18 | 18 | 18 | 18 | 18 |
| Mean | 0.0638 | 0.0361 | 0.0402 | 0.0532 | 0.0713 | 0.0485 | 0.0062 | 0.0027 |
| Median | 0.0602 | 0.0571 | 0.0531 | 0.0674 | 0.0954 | 0.0191 | 0.0056 | 0.0018 |
| Maximum | 0.282 | 0.1327 | 0.0901 | 0.1527 | 0.548 | 0.6822 | 0.0168 | 0.0086 |
| Minimum | −0.1224 | −0.1661 | −0.1642 | −0.1401 | −0.4248 | −0.4595 | −0.001 | 0.0006 |
| Std. Dev. | 0.1036 | 0.0749 | 0.0611 | 0.0645 | 0.2124 | 0.2669 | 0.0057 | 0.0025 |
| Skewness | 0.2032 | −1.7368 | −2.3893 | −1.4396 | −0.1768 | 0.8185 | 0.3735 | 1.1486 |
| Kurtosis | 3.0244 | 5.3014 | 8.2587 | 5.6455 | 3.783 | 4.1249 | 1.8464 | 3.1315 |
| Jarque–Bera | 0.1243 | 13.0217 | 37.8664 | 11.4663 | 0.5537 | 2.959 | 1.4167 | 3.971 |
| Probability | 0.9398 | 0.0015 | 0.0000 | 0.0032 | 0.7582 | 0.2277 | 0.4925 | 0.1373 |
| Sum | 1.1476 | 0.6497 | 0.7234 | 0.9573 | 1.2833 | 0.8731 | 0.1111 | 0.048 |
| Sum Sq. Dev. | 0.1825 | 0.0953 | 0.0636 | 0.0707 | 0.7671 | 1.2114 | 0.0006 | 0.0001 |
| Observations | 18 | 18 | 18 | 18 | 18 | 18 | 18 | 18 |
| Hotel RE | Office RE | Retail RE | Stocks | Listed RE | Bonds | Cash | |
|---|---|---|---|---|---|---|---|
| Panel C: Hong Kong | |||||||
| Mean | 0.0453 | 0.0546 | 0.1011 | 0.05 | 0.0174 | 0.0209 | 0.0095 |
| Median | 0.055 | 0.0612 | 0.0889 | 0.0232 | 0.0082 | 0.0186 | 0.0021 |
| Maximum | 0.2338 | 0.3731 | 0.4052 | 0.3721 | 0.434 | 0.0391 | 0.0404 |
| Minimum | −0.2024 | −0.1283 | −0.1169 | −0.161 | −0.2533 | 0.0057 | 0.0001 |
| Std. Dev. | 0.1154 | 0.1338 | 0.1461 | 0.1512 | 0.1966 | 0.0098 | 0.0134 |
| Skewness | −0.4519 | 0.8389 | 0.6102 | 0.6724 | 0.8829 | 0.597 | 1.5404 |
| Kurtosis | 2.8587 | 3.3071 | 2.7707 | 2.739 | 3.0904 | 2.5603 | 3.9946 |
| Jarque–Bera | 0.523 | 1.8183 | 0.9636 | 1.173 | 1.9538 | 1.0119 | 6.5502 |
| Probability | 0.7699 | 0.4029 | 0.6177 | 0.5563 | 0.3765 | 0.6029 | 0.0378 |
| Sum | 0.679 | 0.8186 | 1.5167 | 0.7493 | 0.2613 | 0.3129 | 0.1427 |
| Sum Sq. Dev. | 0.1864 | 0.2508 | 0.2989 | 0.3199 | 0.5411 | 0.0014 | 0.0025 |
| Observations | 15 | 15 | 15 | 15 | 15 | 15 | 15 |
| Hotel RE | Office RE | Retail RE | Stocks | Listed RE | Bonds | Cash | |
|---|---|---|---|---|---|---|---|
| Mean | 0.0453 | 0.0546 | 0.1011 | 0.05 | 0.0174 | 0.0209 | 0.0095 |
| Median | 0.055 | 0.0612 | 0.0889 | 0.0232 | 0.0082 | 0.0186 | 0.0021 |
| Maximum | 0.2338 | 0.3731 | 0.4052 | 0.3721 | 0.434 | 0.0391 | 0.0404 |
| Minimum | −0.2024 | −0.1283 | −0.1169 | −0.161 | −0.2533 | 0.0057 | 0.0001 |
| Std. Dev. | 0.1154 | 0.1338 | 0.1461 | 0.1512 | 0.1966 | 0.0098 | 0.0134 |
| Skewness | −0.4519 | 0.8389 | 0.6102 | 0.6724 | 0.8829 | 0.597 | 1.5404 |
| Kurtosis | 2.8587 | 3.3071 | 2.7707 | 2.739 | 3.0904 | 2.5603 | 3.9946 |
| Jarque–Bera | 0.523 | 1.8183 | 0.9636 | 1.173 | 1.9538 | 1.0119 | 6.5502 |
| Probability | 0.7699 | 0.4029 | 0.6177 | 0.5563 | 0.3765 | 0.6029 | 0.0378 |
| Sum | 0.679 | 0.8186 | 1.5167 | 0.7493 | 0.2613 | 0.3129 | 0.1427 |
| Sum Sq. Dev. | 0.1864 | 0.2508 | 0.2989 | 0.3199 | 0.5411 | 0.0014 | 0.0025 |
| Observations | 15 | 15 | 15 | 15 | 15 | 15 | 15 |
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