Estimation time parameters continuous distributions
Distribution / Sample Size | 1K | 10K | 100K | 500K | 1M | 10M |
---|---|---|---|---|---|---|
alpha | 0.3345 | 0.4625 | 2.5933 | 18.3856 | 39.6533 | 362.2951 |
arcsine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
argus | 0.0559 | 0.2050 | 2.2472 | 13.3928 | 41.5198 | 362.2472 |
beta | 0.1880 | 0.1790 | 0.1940 | 0.2110 | 0.1800 | 0.3134 |
beta_prime | 0.1766 | 0.7506 | 7.6039 | 40.4264 | 85.0677 | 812.1323 |
beta_prime_4p | 0.0720 | 0.3630 | 3.9478 | 20.2703 | 40.2709 | 413.5239 |
bradford | 0.0110 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0010 |
burr | 0.0733 | 0.6931 | 5.5425 | 36.7684 | 79.8269 | 668.2016 |
burr_4p | 0.1552 | 0.7981 | 8.4716 | 44.4549 | 87.7292 | 858.0035 |
cauchy | 0.0090 | 0.0160 | 0.1581 | 1.1052 | 2.1090 | 21.5244 |
chi_square | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
chi_square_3p | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
dagum | 0.3381 | 0.8278 | 9.6907 | 45.5855 | 98.6691 | 917.6713 |
dagum_4p | 0.3646 | 1.3307 | 13.3437 | 70.9462 | 140.9371 | 1396.3368 |
erlang | 0.0010 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
erlang_3p | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
error_function | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
exponential | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
exponential_2p | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
f | 0.0592 | 0.2948 | 2.6920 | 18.9458 | 29.9547 | 402.2248 |
fatigue_life | 0.0352 | 0.1101 | 1.7085 | 9.0090 | 20.4702 | 186.9631 |
folded_normal | 0.0020 | 0.0020 | 0.0020 | 0.0022 | 0.0033 | 0.0040 |
frechet | 0.1313 | 0.4359 | 5.7031 | 39.4202 | 43.2469 | 671.3343 |
f_4p | 0.3269 | 0.7517 | 0.6183 | 0.6037 | 0.5809 | 0.2073 |
gamma | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
gamma_3p | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
generalized_extreme_value | 0.0833 | 0.2054 | 2.0337 | 10.3301 | 22.1340 | 243.3120 |
generalized_gamma | 0.0298 | 0.0178 | 0.0227 | 0.0236 | 0.0170 | 0.0241 |
generalized_gamma_4p | 0.0371 | 0.0116 | 0.0732 | 0.0725 | 0.0707 | 0.0730 |
generalized_logistic | 0.1040 | 0.1073 | 0.1037 | 0.0819 | 0.0989 | 0.0836 |
generalized_normal | 0.0154 | 0.0736 | 0.7367 | 2.4831 | 5.9752 | 55.2417 |
generalized_pareto | 0.3189 | 0.8978 | 8.9370 | 51.3813 | 101.6832 | 1015.2933 |
gibrat | 0.0328 | 0.0432 | 0.4287 | 2.7159 | 5.5721 | 54.1702 |
gumbel_left | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0010 | 0.0010 |
gumbel_right | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
half_normal | 0.0010 | 0.0000 | 0.0000 | 0.0010 | 0.0000 | 0.0000 |
hyperbolic_secant | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
inverse_gamma | 0.0308 | 0.0632 | 0.7233 | 5.0127 | 10.7885 | 99.1316 |
inverse_gamma_3p | 0.0787 | 0.1472 | 1.6513 | 11.1161 | 23.4587 | 227.6125 |
inverse_gaussian | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
inverse_gaussian_3p | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
johnson_sb | 0.2966 | 0.7466 | 4.0707 | 40.2028 | 56.2130 | 728.2447 |
johnson_su | 0.0070 | 0.0010 | 0.0010 | 0.0143 | 0.0010 | 0.0010 |
kumaraswamy | 0.0164 | 0.0120 | 0.0130 | 0.0123 | 0.0125 | 0.0150 |
laplace | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
levy | 0.0100 | 0.0314 | 0.2296 | 1.1365 | 2.7211 | 26.4966 |
loggamma | 0.0085 | 0.0050 | 0.0050 | 0.0070 | 0.0062 | 0.0080 |
logistic | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
loglogistic | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
loglogistic_3p | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
lognormal | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0010 | 0.0000 |
maxwell | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0010 |
moyal | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
nakagami | 0.0000 | 0.0030 | 0.0213 | 0.1215 | 0.2649 | 2.2457 |
non_central_chi_square | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
non_central_f | 0.0190 | 0.0182 | 0.0210 | 0.0192 | 0.0190 | 0.0200 |
non_central_t_student | 0.0874 | 0.0822 | 0.0862 | 0.1314 | 0.2516 | 0.1781 |
normal | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
pareto_first_kind | 0.0010 | 0.0030 | 0.0390 | 0.2494 | 0.5226 | 5.5246 |
pareto_second_kind | 0.0643 | 0.1522 | 1.1722 | 10.9871 | 23.6534 | 201.1626 |
pert | 0.0052 | 0.0030 | 0.0030 | 0.0040 | 0.0040 | 0.0092 |
power_function | 0.0075 | 0.0040 | 0.0040 | 0.0030 | 0.0040 | 0.0040 |
rayleigh | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
reciprocal | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
rice | 0.0182 | 0.0030 | 0.0040 | 0.0060 | 0.0030 | 0.0050 |
semicircular | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
trapezoidal | 0.0083 | 0.0072 | 0.0073 | 0.0060 | 0.0070 | 0.0060 |
triangular | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
t_student | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
t_student_3p | 0.3892 | 1.1860 | 11.2759 | 71.1156 | 143.1939 | 1409.8578 |
uniform | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
weibull | 0.0010 | 0.0000 | 0.0000 | 0.0000 | 0.0010 | 0.0010 |
weibull_3p | 0.0061 | 0.0040 | 0.0030 | 0.0040 | 0.0050 | 0.0050 |