| 
      
        | σ2=  0.8 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 6.5313 | 4.2852 | 2.4810 | 2.0218 | 2.2595 |  
        | 0.6 | 25 | 1.9391 | 1.7640 | 1.2815 | 1.2552 | 1.3536 |  
        |  | 80 | 0.3799 | 0.3751 | 0.3504 | 0.3513 | 0.3578 |  
        |  | 200 | 0.1412 | 0.1406 | 0.1370 | 0.1372 | 0.1382 |  | 
  
    | 
      
        | σ2=  0.8 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 27.1747 | 12.4955 | 6.2813 | 3.0539 | 3.2615 |  
        | 0.9 | 25 | 7.7115 | 5.5316 | 2.8908 | 2.2409 | 2.4154 |  
        |  | 80 | 1.5642 | 1.4634 | 1.0591 | 1.0417 | 1.1066 |  
        |  | 200 | 0.5785 | 0.5647 | 0.4834 | 0.4884 | 0.5090 |  | 
  
    | 
      
        | σ2=  0.8 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 46.8813 | 20.0779 | 9.6678 | 3.5778 | 3.7064 |  
        | 0.94 | 25 | 13.3331 | 8.2681 | 4.1480 | 2.6650 | 2.7821 |  
        |  | 80 | 2.7026 | 2.4034 | 1.5277 | 1.4297 | 1.5126 |  
        |  | 200 | 1.0056 | 0.9615 | 0.7435 | 0.7435 | 0.7848 |  | 
  
    | 
      
        | σ2=  0.8 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 152.1745 | 53.8533 | 28.0708 | 5.4931 | 5.5123 |  
        | 0.98 | 25 | 42.4797 | 19.5072 | 10.2101 | 3.8327 | 3.8562 |  
        |  | 80 | 8.6617 | 6.2425 | 3.2356 | 2.3936 | 2.4296 |  
        |  | 200 | 3.2246 | 2.7729 | 1.6640 | 1.5011 | 1.5472 |  | 
  
    | 
      
        | σ2=0.9 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 6.8406 | 3.5983 | 2.3898 | 1.5982 | 1.7575 |  
        | 0.6 | 25 | 0.8384 | 0.7839 | 0.6537 | 0.6477 | 0.6789 |  
        |  | 80 | 0.1962 | 0.1938 | 0.1851 | 0.1854 | 0.1878 |  
        |  | 200 | 0.0741 | 0.0738 | 0.0726 | 0.0727 | 0.0731 |  | 
  
    | 
      
        | σ2=  0.9 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 5.1583 | 3.5488 | 2.0914 | 1.7885 | 2.0080 |  
        | 0.6 | 25 | 1.5015 | 1.3916 | 1.0632 | 1.0496 | 1.1219 |  
        |  | 80 | 0.3079 | 0.3048 | 0.2883 | 0.2887 | 0.2929 |  
        |  | 200 | 0.1129 | 0.1125 | 0.1102 | 0.1103 | 0.1110 |  | 
  
    | 
      
        | σ2=  0.9 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 21.5841 | 10.4375 | 5.2976 | 2.8178 | 3.0594 |  
        | 0.9 | 25 | 6.0798 | 4.5944 | 2.4765 | 2.0355 | 2.2102 |  
        |  | 80 | 1.2484 | 1.1829 | 0.8924 | 0.8857 | 0.9376 |  
        |  | 200 | 0.4509 | 0.4427 | 0.3907 | 0.3949 | 0.4091 |  | 
  
    | 
      
        | σ2=  0.9 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 36.5916 | 15.8731 | 8.0752 | 3.3272 | 3.4763 |  
        | 0.94 | 25 | 10.5081 | 6.9777 | 3.5163 | 2.4477 | 2.5894 |  
        |  | 80 | 2.1424 | 1.9455 | 1.2911 | 1.2373 | 1.3161 |  
        |  | 200 | 0.7777 | 0.7505 | 0.6040 | 0.6075 | 0.6392 |  | 
  
    | 
      
        | σ2=  0.9 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 121.9148 | 44.9126 | 23.0672 | 5.0840 | 5.1219 |  
        | 0.98 | 25 | 34.4905 | 16.7414 | 8.4861 | 3.5828 | 3.6167 |  
        |  | 80 | 6.9268 | 5.2124 | 2.7602 | 2.1686 | 2.2207 |  
        |  | 200 | 2.5272 | 2.2342 | 1.3946 | 1.2931 | 1.3449 |  | 
  
    | 
      
        | σ2= 0.95 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 4.8443 | 3.3635 | 1.9976 | 1.7168 | 1.9370 |  
        | 0.6 | 25 | 1.3692 | 1.2774 | 0.9866 | 0.9745 | 1.0372 |  
        |  | 80 | 0.2727 | 0.2702 | 0.2568 | 0.2572 | 0.2608 |  
        |  | 200 | 0.1016 | 0.1014 | 0.0997 | 0.0998 | 0.1003 |  | 
  
    | 
      
        | σ2=0.95 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 44.747 | 14.785 | 9.448 | 2.656 | 2.783 |  
        | 0.94 | 25 | 5.184 | 3.587 | 2.097 | 1.567 | 1.673 |  
        |  | 80 | 1.2181 | 1.1079 | 0.8093 | 0.7888 | 0.8403 |  
        |  | 200 | 0.4629 | 0.4463 | 0.3803 | 0.3841 | 0.4012 |  | 
  
    | 
      
        | σ2 = 0.95 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 19.1460 | 9.6208 | 4.7720 | 2.6614 | 2.9010 |  
        | 0.9 | 25 | 5.4160 | 4.2002 | 2.2972 | 1.9271 | 2.0963 |  
        |  | 80 | 1.1199 | 1.0674 | 0.8218 | 0.8220 | 0.8708 |  
        |  | 200 | 0.4083 | 0.4015 | 0.3579 | 0.3621 | 0.3745 |  | 
  
    | 
      
        | σ2 = 0.95 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 32.4676 | 14.0097 | 7.1604 | 3.1164 | 3.2841 |  
        | 0.94 | 25 | 9.5260 | 6.4257 | 3.2854 | 2.3640 | 2.5141 |  
        |  | 80 | 1.9154 | 1.7555 | 1.1939 | 1.1542 | 1.2284 |  
        |  | 200 | 0.6905 | 0.6690 | 0.5486 | 0.5540 | 0.5824 |  | 
  
    | 
      
        | σ2= 0.95 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 106.6568 | 38.7463 | 20.5424 | 4.8432 | 4.8767 |  
        | 0.98 | 25 | 30.9499 | 15.4485 | 7.8942 | 3.4899 | 3.5305 |  
        |  | 80 | 6.1767 | 4.7439 | 2.5543 | 2.0581 | 2.1169 |  
        |  | 200 | 2.2575 | 2.0205 | 1.2931 | 1.2172 | 1.2730 |  | 
  
    | 
      
        | σ2=  0.99 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 4.2840 | 3.1024 | 1.8590 | 1.6290 | 1.8248 |  
        | 0.6 | 25 | 1.2607 | 1.1830 | 0.9290 | 0.9234 | 0.9818 |  
        |  | 80 | 0.2531 | 0.2510 | 0.2396 | 0.2400 | 0.2431 |  
        |  | 200 | 0.0927 | 0.0924 | 0.0909 | 0.0909 | 0.0914 |  | 
  
    | 
      
        | σ2=  0.99 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 17.4206 | 8.8620 | 4.4007 | 2.5474 | 2.7966 |  
        | 0.9 | 25 | 5.0021 | 3.9189 | 2.1558 | 1.8498 | 2.0298 |  
        |  | 80 | 1.0351 | 0.9899 | 0.7723 | 0.7738 | 0.8181 |  
        |  | 200 | 0.3760 | 0.3700 | 0.3317 | 0.3356 | 0.3469 |  | 
  
    | 
      
        | σ2=  0.99 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 29.8622 | 13.6424 | 6.7319 | 3.1074 | 3.2918 |  
        | 0.94 | 25 | 8.6360 | 5.9772 | 3.0399 | 2.2691 | 2.4267 |  
        |  | 80 | 1.7623 | 1.6261 | 1.1247 | 1.0960 | 1.1692 |  
        |  | 200 | 0.6306 | 0.6130 | 0.5108 | 0.5165 | 0.5419 |  | 
  
    | 
      
        | σ2=  0.99 |  
        | ρ | n | OLS | HK | HKB | KI1 | KI2 |  
        |  | 15 | 100.3572 | 36.5617 | 19.2035 | 4.6061 | 4.6499 |  
        | 0.98 | 25 | 28.1448 | 14.4566 | 7.2695 | 3.3876 | 3.4369 |  
        |  | 80 | 5.6109 | 4.3818 | 2.3663 | 1.9535 | 2.0138 |  
        |  | 200 | 2.1242 | 1.9125 | 1.2351 | 1.1687 | 1.2243 |  | 
  
    | Table 2: Estimated MSE when p = 10. |