Journal of Probability and Statistics / 2012 / Article / Tab 1

Research Article

New Bandwidth Selection for Kernel Quantile Estimators

Table 1

Mean squared errors results for bandwidth selection methods for different sample sizes and for data from a normal distribution.

๐‘ ๐‘› = 1 0 0 ๐‘› = 2 0 0 ๐‘› = 5 0 0

0.05method 10.348419560.3210738700.298936771
method 20.296367580.1643647380.090598082
0.10method 10.076459560.0654405750.054697205
method 20.049477450.0228463550.015566907
0.15method 10.022915010.0139206680.007384189
method 20.029397080.0133862340.005005849
0.20method 10.018919190.0092737460.003152866
method 20.022288280.0100941720.003812209
0.25method 10.015969480.0085813980.003000777
method 20.018359120.0088806390.003568772
0.30method 10.016149810.0080356670.003208531
method 20.016391480.0082998380.003375445
0.35method 10.014618800.0076775670.003534028
method 20.015447900.0077636290.003012045
0.40method 10.012794740.0073754280.002899081
method 20.014945060.0072484970.002661230
0.45method 10.012242680.0061288170.002183302
method 20.014441530.0067904900.002295830
0.55method 10.014140500.0063488930.001922013
method 20.013732580.0067024300.002099446
0.60method 10.013753730.0063927210.002007274
method 20.013417630.0067627980.002254869
0.65method 10.013447730.0060635020.002589679
method 20.012905690.0068019010.002507202
0.70method 10.013208320.0063941020.002456085
method 20.012339480.0070010640.002691678
0.75method 10.015032640.0070118670.002789939
method 20.012198290.0072163260.002679609
0.80method 10.016048470.0072466050.002715445
method 20.013278360.0076023460.002791240
0.85method 10.017571710.0092395890.004770755
method 20.017409310.0095221810.003848474
0.90method 10.031923790.0232929750.019942754
method 20.037027740.0180539760.012250413
0.95method 10.153238930.1477739630.150811561
method 20.248251880.1468401770.092517440

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