Research Article
An Empirical Likelihood Ratio-Based Omnibus Test for Normality with an Adjustment for Symmetric Alternatives
Table 8
Monte Carlo power comparisons from long-tailed symmetric alternative distributions at
.
| Distribution | | Symmetric long-tailed alternative distributions: set 2 (2 of 2) | Selected EDF-based tests | Selected moment-based tests | SW tests | Proposed tests | AD | LL | CVM | | JB | RJB | | | DP | SEELR | SW | SF | CSELR | SRELR |
| Double-exp (0, 1) | 20 | 0.2705 | 0.2190 | 0.2697 | 0.2361 | 0.3080 | 0.3852 | 0.2914 | 0.2511 | 0.2974 | 0.1566 | 0.2593 | 0.3092 | 0.2373 | 0.2272 | 30 | 0.3701 | 0.2932 | 0.3705 | 0.3363 | 0.3968 | 0.5071 | 0.4127 | 0.3017 | 0.3740 | 0.1741 | 0.3610 | 0.4280 | 0.3439 | 0.3360 | 50 | 0.5510 | 0.4327 | 0.5327 | 0.5291 | 0.5481 | 0.6798 | 0.5905 | 0.3554 | 0.5071 | 0.1759 | 0.5147 | 0.5956 | 0.5320 | 0.5238 | 80 | 0.7392 | 0.6121 | 0.7385 | 0.7197 | 0.7212 | 0.8350 | 0.7549 | 0.3964 | 0.6509 | 0.1854 | 0.7112 | 0.7665 | 0.7265 | 0.7343 | 100 | 0.8207 | 0.7026 | 0.8256 | 0.8103 | 0.8056 | 0.8956 | 0.8362 | 0.4097 | 0.7353 | 0.1889 | 0.8024 | 0.8517 | 0.8194 | 0.8208 | Double-exp (0, 4) | 20 | 0.2715 | 0.2153 | 0.2709 | 0.2468 | 0.2983 | 0.3826 | 0.2874 | 0.2576 | 0.2979 | 0.1581 | 0.2577 | 0.3166 | 0.2296 | 0.2221 | 30 | 0.3685 | 0.2934 | 0.3627 | 0.3426 | 0.3993 | 0.5058 | 0.4050 | 0.3056 | 0.3743 | 0.1779 | 0.3531 | 0.4230 | 0.3428 | 0.3388 | 50 | 0.5529 | 0.4303 | 0.5409 | 0.5316 | 0.5540 | 0.6775 | 0.5807 | 0.3476 | 0.5089 | 0.1677 | 0.5213 | 0.6004 | 0.5223 | 0.5260 | 80 | 0.7390 | 0.6142 | 0.7280 | 0.7196 | 0.7220 | 0.8278 | 0.7606 | 0.3930 | 0.6624 | 0.1817 | 0.7050 | 0.7784 | 0.7415 | 0.7339 | 100 | 0.8216 | 0.7000 | 0.8165 | 0.8088 | 0.8020 | 0.8946 | 0.8330 | 0.4078 | 0.7321 | 0.1777 | 0.7950 | 0.8448 | 0.8124 | 0.8160 | Tukey (0, 1, −0.10, −0.10) | 20 | 0.1961 | 0.1481 | 0.1822 | 0.1620 | 0.2401 | 0.2964 | 0.2352 | 0.2235 | 0.2460 | 0.1437 | 0.2041 | 0.2510 | 0.1865 | 0.1837 | 30 | 0.2481 | 0.1760 | 0.2281 | 0.2222 | 0.3410 | 0.3959 | 0.3433 | 0.2777 | 0.3223 | 0.1748 | 0.2781 | 0.3248 | 0.2600 | 0.2576 | 50 | 0.3552 | 0.2513 | 0.3273 | 0.3143 | 0.4744 | 0.5397 | 0.4891 | 0.3337 | 0.4347 | 0.1936 | 0.3894 | 0.4614 | 0.3897 | 0.3873 | 80 | 0.4954 | 0.3475 | 0.4564 | 0.4403 | 0.6216 | 0.6864 | 0.6492 | 0.3889 | 0.5735 | 0.2148 | 0.5445 | 0.6105 | 0.5580 | 0.5481 | 100 | 0.5774 | 0.4237 | 0.5196 | 0.5190 | 0.7041 | 0.7545 | 0.7216 | 0.4105 | 0.6452 | 0.2160 | 0.6218 | 0.7029 | 0.6476 | 0.6464 | Tukey (0, 1, −0.15, −0.15) | 20 | 0.2498 | 0.1870 | 0.2383 | 0.2242 | 0.3104 | 0.3640 | 0.2911 | 0.2804 | 0.3066 | 0.1778 | 0.2596 | 0.3033 | 0.2279 | 0.2304 | 30 | 0.3363 | 0.2388 | 0.3084 | 0.2936 | 0.4120 | 0.4755 | 0.4167 | 0.3278 | 0.3977 | 0.2163 | 0.3562 | 0.4186 | 0.3408 | 0.3341 | 50 | 0.4643 | 0.3452 | 0.4325 | 0.4149 | 0.5798 | 0.6354 | 0.6004 | 0.4063 | 0.5356 | 0.2375 | 0.5022 | 0.5766 | 0.4995 | 0.4921 | 80 | 0.6391 | 0.4881 | 0.6017 | 0.5807 | 0.7335 | 0.8018 | 0.7645 | 0.4779 | 0.6899 | 0.2555 | 0.6828 | 0.7342 | 0.6873 | 0.6867 | 100 | 0.7253 | 0.5667 | 0.6843 | 0.6747 | 0.8088 | 0.8629 | 0.8342 | 0.5127 | 0.7638 | 0.2645 | 0.7557 | 0.8149 | 0.7735 | 0.7837 | Tukey (0, 1, −0.25, −0.25) | 20 | 0.3752 | 0.2936 | 0.3461 | 0.3285 | 0.4250 | 0.4838 | 0.3993 | 0.3649 | 0.4198 | 0.2567 | 0.3731 | 0.4273 | 0.3396 | 0.3333 | 30 | 0.4841 | 0.3878 | 0.4661 | 0.4234 | 0.5574 | 0.6235 | 0.5710 | 0.4542 | 0.5344 | 0.3127 | 0.4988 | 0.5686 | 0.4892 | 0.4772 | 50 | 0.6723 | 0.5478 | 0.6456 | 0.6375 | 0.7379 | 0.7970 | 0.7512 | 0.5281 | 0.7003 | 0.3260 | 0.6903 | 0.7482 | 0.6903 | 0.6907 | 80 | 0.8450 | 0.7406 | 0.8169 | 0.8089 | 0.8797 | 0.9197 | 0.8988 | 0.6075 | 0.8503 | 0.3610 | 0.8614 | 0.8934 | 0.8696 | 0.8649 | 100 | 0.9069 | 0.8113 | 0.8863 | 0.8953 | 0.9326 | 0.9585 | 0.9447 | 0.6434 | 0.9044 | 0.9252 | 0.9128 | 0.9390 | 0.9252 | 0.9279 |
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