9  a_{\mu}(s)

no bounding has been applied

Ensemble fitted:

list of fits:

Tot 59 fits

a^2(\text{fm}) a_{\mu}^{SD}(s) a_{\mu}^{W}(s) a_{\mu}^{LD}(s) a_{\mu}^{SD+W+LD}(s) En
0.0063167 9.3376(13)e-10 2.7349(22)e-9 1.6330(48)e-9 5.3017(70)e-9 B-OS
0.0046498 9.2859(12)e-10 2.7388(28)e-9 1.6676(69)e-9 5.3349(96)e-9 C-OS
0.0032320 9.2340(18)e-10 2.7338(32)e-9 1.6844(72)e-9 5.342(10)e-9 D-OS
0.0023929 9.1932(22)e-10 2.7300(30)e-9 1.6941(60)e-9 5.3434(88)e-9 E-OS
0.0063167 8.7875(50)e-10 2.7009(26)e-9 1.6242(49)e-9 5.2038(73)e-9 B-TM
0.0046498 8.8366(35)e-10 2.7196(29)e-9 1.6639(69)e-9 5.2672(97)e-9 C-TM
0.0032320 8.9022(29)e-10 2.7257(33)e-9 1.6850(75)e-9 5.301(11)e-9 D-MT
0.0023929 8.9386(28)e-10 2.7254(30)e-9 1.6942(59)e-9 5.3134(87)e-9 E-TM

9.0.1 SD window

window paper value: 9.074(64)e-10

AIC (chi2 + 2Npar - Ndat)/2 = 9.049(22)e-10 ( 1.238766e-12 ) [ 1.812603e-12 ]

AIC (k< 10000 ) = 9.052(20)e-10 ( 8.079241e-13 ) [ 1.776093e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 9.049(18)e-10 ( 8.124063e-13 ) [ 1.573321e-12 ]

AICc = 9.036(11)e-10 ( 5.24157e-13 ) [ 9.817306e-13 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 9.050(22)e-10 ( 1.286308e-12 ) [ 1.754244e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 9.046(21)e-10 ( 1.363501e-12 ) [ 1.633733e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 9.049(21)e-10 ( 1.306595e-12 ) [ 1.681546e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 9.049(20)e-10 ( 1.059849e-12 ) [ 1.666015e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 9.053(21)e-10 ( 1.180964e-12 ) [ 1.701855e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 9.067(12)e-10 ( 1.024638e-12 ) [ 6.055861e-13 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 9.067(12)e-10 ( 1.024638e-12 ) [ 6.055861e-13 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 9.054(22)e-10 ( 1.328198e-12 ) [ 1.75405e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 9.048(23)e-10 ( 1.284941e-12 ) [ 1.882139e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 9.039(20)e-10 ( 1.494867e-12 ) [ 1.279876e-12 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

gg <- ggplot() +
    geom_histogram(aes(y = df$res, weight = df$AIC), binwidth = 0.5e-12) +
    # geom_freqpoly(aes(y = df$res, weight = df$AIC), binwidth = 1e-12) +
    theme_bw()
    # geom_density(aes(y = df$res, weight = df$AIC)) +
gg

# gghistogram(df,
#    x = "res", y = "..density..",
#    weight = "AIC",
#    rug = TRUE,
#   add_density = TRUE
#   )

here there are some bad fits for example the linear with 4 beta

9.0.2 W window

window paper value: 27.28(20)e-10

AIC (chi2 + 2Npar - Ndat)/2 = 2.719(18)e-9 ( 1.013201e-11 ) [ 1.50234e-11 ]

AIC (k< 10000 ) = 2.728(12)e-9 ( 5.886882e-12 ) [ 1.021139e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 2.721(17)e-9 ( 8.348806e-12 ) [ 1.480463e-11 ]

AICc = 2.7327(72)e-9 ( 4.250324e-12 ) [ 5.78396e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 2.717(18)e-9 ( 1.047599e-11 ) [ 1.517163e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 2.720(18)e-9 ( 1.071784e-11 ) [ 1.449047e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 2.718(18)e-9 ( 1.052295e-11 ) [ 1.503329e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 2.722(15)e-9 ( 8.548902e-12 ) [ 1.260654e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 2.720(16)e-9 ( 9.283094e-12 ) [ 1.306476e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 2.713(19)e-9 ( 1.048765e-11 ) [ 1.579513e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 2.713(19)e-9 ( 1.048765e-11 ) [ 1.579513e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 2.716(18)e-9 ( 1.074536e-11 ) [ 1.42805e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 2.718(19)e-9 ( 1.059972e-11 ) [ 1.612487e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 2.726(15)e-9 ( 1.16589e-11 ) [ 9.940784e-12 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.0.3 LD

AIC (chi2 + 2Npar - Ndat)/2 = 1.722(27)e-9 ( 1.946798e-11 ) [ 1.832137e-11 ]

AIC (k< 10000 ) = 1.729(18)e-9 ( 1.314128e-11 ) [ 1.268723e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 1.729(20)e-9 ( 1.405405e-11 ) [ 1.380977e-11 ]

AICc = 1.737(10)e-9 ( 9.490083e-12 ) [ 3.432308e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 1.724(26)e-9 ( 1.915225e-11 ) [ 1.766474e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 1.727(25)e-9 ( 1.937556e-11 ) [ 1.522955e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 1.726(24)e-9 ( 1.845178e-11 ) [ 1.59834e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 1.726(21)e-9 ( 1.582376e-11 ) [ 1.425866e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 1.726(22)e-9 ( 1.668328e-11 ) [ 1.497689e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 1.725(24)e-9 ( 1.699054e-11 ) [ 1.70727e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 1.725(24)e-9 ( 1.698872e-11 ) [ 1.706919e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 1.718(29)e-9 ( 2.132473e-11 ) [ 1.913371e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 1.721(28)e-9 ( 2.046625e-11 ) [ 1.968342e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 1.730(26)e-9 ( 2.428674e-11 ) [ 8.852219e-12 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.0.4 SUM

AIC (chi2 + 2Npar - Ndat)/2 = 5.352(45)e-9 ( 2.907966e-11 ) [ 3.384373e-11 ]

AIC (k< 10000 ) = 5.371(27)e-9 ( 1.729791e-11 ) [ 2.033058e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 5.360(39)e-9 ( 2.333292e-11 ) [ 3.162781e-11 ]

AICc = 5.381(15)e-9 ( 1.350369e-11 ) [ 6.579726e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 5.353(46)e-9 ( 2.918193e-11 ) [ 3.492896e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 5.356(44)e-9 ( 2.981922e-11 ) [ 3.223233e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 5.354(45)e-9 ( 2.896017e-11 ) [ 3.428658e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 5.358(37)e-9 ( 2.423274e-11 ) [ 2.73673e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 5.356(40)e-9 ( 2.576543e-11 ) [ 2.997718e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 5.351(47)e-9 ( 2.779992e-11 ) [ 3.828e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 5.351(47)e-9 ( 2.778658e-11 ) [ 3.825126e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 5.344(46)e-9 ( 3.136061e-11 ) [ 3.403109e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 5.350(47)e-9 ( 3.056988e-11 ) [ 3.625565e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 5.362(38)e-9 ( 3.426936e-11 ) [ 1.754536e-11 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

<r >

9.1 MAX twist correction in scale setting

<r >

9.2 FVE

<r >

9.3 misstuning corrected data

9.3.1 SD window

window paper value: 9.074(64)e-10

AIC (chi2 + 2Npar - Ndat)/2 = 9.062(28)e-10 ( 1.568091e-12 ) [ 2.309858e-12 ]

AIC (k< 10000 ) = 9.066(26)e-10 ( 1.006117e-12 ) [ 2.451502e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 9.063(26)e-10 ( 1.116127e-12 ) [ 2.315978e-12 ]

AICc = 9.040(22)e-10 ( 6.327036e-13 ) [ 2.139642e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 9.063(27)e-10 ( 1.56261e-12 ) [ 2.215799e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 9.061(28)e-10 ( 1.646814e-12 ) [ 2.2313e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 9.063(27)e-10 ( 1.563091e-12 ) [ 2.194005e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 9.063(27)e-10 ( 1.387961e-12 ) [ 2.304353e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 9.068(26)e-10 ( 1.480342e-12 ) [ 2.164231e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 9.067(16)e-10 ( 1.247695e-12 ) [ 1.057778e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 9.067(16)e-10 ( 1.247695e-12 ) [ 1.057778e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 9.066(27)e-10 ( 1.620704e-12 ) [ 2.134053e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 9.061(29)e-10 ( 1.615358e-12 ) [ 2.352606e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 9.052(28)e-10 ( 1.918055e-12 ) [ 2.062862e-12 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.3.2 W window

window paper value: 27.28(20)e-10

AIC (chi2 + 2Npar - Ndat)/2 = 2.719(24)e-9 ( 1.352636e-11 ) [ 1.928965e-11 ]

AIC (k< 10000 ) = 2.730(15)e-9 ( 7.301389e-12 ) [ 1.292306e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 2.721(22)e-9 ( 1.052441e-11 ) [ 1.958054e-11 ]

AICc = 2.7379(81)e-9 ( 5.027764e-12 ) [ 6.349382e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 2.716(25)e-9 ( 1.459441e-11 ) [ 2.01433e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 2.720(24)e-9 ( 1.540868e-11 ) [ 1.885788e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 2.716(25)e-9 ( 1.498166e-11 ) [ 2.007869e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 2.724(20)e-9 ( 1.130456e-11 ) [ 1.599315e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 2.719(22)e-9 ( 1.285254e-11 ) [ 1.740974e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 2.704(25)e-9 ( 1.465627e-11 ) [ 1.992845e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 2.704(25)e-9 ( 1.465627e-11 ) [ 1.992845e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 2.714(23)e-9 ( 1.461957e-11 ) [ 1.816228e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 2.719(25)e-9 ( 1.408657e-11 ) [ 2.061578e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 2.730(19)e-9 ( 1.685156e-11 ) [ 9.504722e-12 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.3.3 LD

AIC (chi2 + 2Npar - Ndat)/2 = 1.731(36)e-9 ( 2.732892e-11 ) [ 2.28425e-11 ]

AIC (k< 10000 ) = 1.741(21)e-9 ( 1.529799e-11 ) [ 1.432491e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 1.739(26)e-9 ( 1.867088e-11 ) [ 1.795664e-11 ]

AICc = 1.748(11)e-9 ( 1.013672e-11 ) [ 3.549641e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 1.732(37)e-9 ( 2.8823e-11 ) [ 2.344326e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 1.737(38)e-9 ( 3.148788e-11 ) [ 2.148678e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 1.735(37)e-9 ( 2.915049e-11 ) [ 2.222953e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 1.735(28)e-9 ( 2.127845e-11 ) [ 1.777996e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 1.735(31)e-9 ( 2.431195e-11 ) [ 1.976529e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 1.732(34)e-9 ( 2.476473e-11 ) [ 2.346629e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 1.732(34)e-9 ( 2.475977e-11 ) [ 2.346017e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 1.724(39)e-9 ( 3.081471e-11 ) [ 2.393878e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 1.730(38)e-9 ( 2.877102e-11 ) [ 2.429067e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 1.743(44)e-9 ( 4.037794e-11 ) [ 1.658267e-11 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.3.4 SUM

AIC (chi2 + 2Npar - Ndat)/2 = 5.358(60)e-9 ( 3.930395e-11 ) [ 4.554052e-11 ]

AIC (k< 10000 ) = 5.381(35)e-9 ( 2.02744e-11 ) [ 2.838711e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 5.366(51)e-9 ( 2.665238e-11 ) [ 4.364801e-11 ]

AICc = 5.396(17)e-9 ( 1.620563e-11 ) [ 6.293486e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 5.357(63)e-9 ( 4.08789e-11 ) [ 4.808217e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 5.364(64)e-9 ( 4.661008e-11 ) [ 4.397784e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 5.359(63)e-9 ( 4.218222e-11 ) [ 4.744516e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 5.366(48)e-9 ( 3.210817e-11 ) [ 3.595329e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 5.363(54)e-9 ( 3.556082e-11 ) [ 4.060455e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 5.352(62)e-9 ( 3.210174e-11 ) [ 5.262327e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 5.352(62)e-9 ( 3.208209e-11 ) [ 5.257768e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 5.345(63)e-9 ( 4.259615e-11 ) [ 4.642649e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 5.356(64)e-9 ( 4.127575e-11 ) [ 4.894093e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 5.380(64)e-9 ( 6.129495e-11 ) [ 1.740636e-11 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.4 eta

9.4.1 SD etas

window paper value: 9.074(64)e-10

AIC (chi2 + 2Npar - Ndat)/2 = 9.068(30)e-10 ( 1.441484e-12 ) [ 2.677645e-12 ]

AIC (k< 10000 ) = 9.070(30)e-10 ( 9.385933e-13 ) [ 2.854018e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 9.069(30)e-10 ( 1.065352e-12 ) [ 2.781133e-12 ]

AICc = 9.074(43)e-10 ( 5.041915e-13 ) [ 4.230353e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 9.069(30)e-10 ( 1.41569e-12 ) [ 2.634149e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 9.067(31)e-10 ( 1.472777e-12 ) [ 2.682073e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 9.069(30)e-10 ( 1.404214e-12 ) [ 2.643521e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 9.069(30)e-10 ( 1.269756e-12 ) [ 2.683675e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 9.073(29)e-10 ( 1.327175e-12 ) [ 2.553439e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 9.062(22)e-10 ( 1.112038e-12 ) [ 1.841721e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 9.062(22)e-10 ( 1.112038e-12 ) [ 1.841721e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 9.071(28)e-10 ( 1.501454e-12 ) [ 2.392804e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 9.067(31)e-10 ( 1.492313e-12 ) [ 2.7156e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 9.058(31)e-10 ( 1.727465e-12 ) [ 2.576216e-12 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.4.2 W etas

window paper value: 27.28(20)e-10

AIC (chi2 + 2Npar - Ndat)/2 = 2.724(21)e-9 ( 1.278477e-11 ) [ 1.680313e-11 ]

AIC (k< 10000 ) = 2.733(13)e-9 ( 7.160712e-12 ) [ 1.059184e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 2.727(19)e-9 ( 9.909119e-12 ) [ 1.651253e-11 ]

AICc = 2.7373(92)e-9 ( 5.746501e-12 ) [ 7.203072e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 2.724(22)e-9 ( 1.29922e-11 ) [ 1.774406e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 2.725(21)e-9 ( 1.374812e-11 ) [ 1.649156e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 2.724(22)e-9 ( 1.309664e-11 ) [ 1.7668e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 2.727(18)e-9 ( 1.088067e-11 ) [ 1.412837e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 2.725(19)e-9 ( 1.164187e-11 ) [ 1.553858e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 2.719(25)e-9 ( 1.28352e-11 ) [ 2.106326e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 2.719(25)e-9 ( 1.28352e-11 ) [ 2.106326e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 2.721(22)e-9 ( 1.384731e-11 ) [ 1.685033e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 2.724(22)e-9 ( 1.330767e-11 ) [ 1.780349e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 2.730(20)e-9 ( 1.719484e-11 ) [ 9.3352e-12 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

<r >

9.4.3 LD etas

AIC (chi2 + 2Npar - Ndat)/2 = 1.730(35)e-9 ( 2.77163e-11 ) [ 2.090031e-11 ]

AIC (k< 10000 ) = 1.740(21)e-9 ( 1.656079e-11 ) [ 1.26186e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 1.738(26)e-9 ( 1.962919e-11 ) [ 1.673252e-11 ]

AICc = 1.746(13)e-9 ( 1.21894e-11 ) [ 3.536281e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 1.732(35)e-9 ( 2.783961e-11 ) [ 2.135252e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 1.735(35)e-9 ( 2.931326e-11 ) [ 1.969907e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 1.735(34)e-9 ( 2.740408e-11 ) [ 2.042591e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 1.734(28)e-9 ( 2.220072e-11 ) [ 1.635108e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 1.734(30)e-9 ( 2.401171e-11 ) [ 1.814333e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 1.733(33)e-9 ( 2.447559e-11 ) [ 2.170116e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 1.733(33)e-9 ( 2.447241e-11 ) [ 2.169705e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 1.725(38)e-9 ( 3.065918e-11 ) [ 2.216835e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 1.730(37)e-9 ( 2.912126e-11 ) [ 2.220842e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 1.740(42)e-9 ( 3.944705e-11 ) [ 1.397644e-11 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.4.4 SUM

AIC (chi2 + 2Npar - Ndat)/2 = 5.363(54)e-9 ( 3.780253e-11 ) [ 3.860585e-11 ]

AIC (k< 10000 ) = 5.383(31)e-9 ( 2.157432e-11 ) [ 2.157017e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 5.371(45)e-9 ( 2.689812e-11 ) [ 3.602824e-11 ]

AICc = 5.392(20)e-9 ( 1.856685e-11 ) [ 6.316379e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 5.365(55)e-9 ( 3.770559e-11 ) [ 4.045677e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 5.368(56)e-9 ( 4.224521e-11 ) [ 3.712618e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 5.366(55)e-9 ( 3.826185e-11 ) [ 3.983007e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 5.369(44)e-9 ( 3.184169e-11 ) [ 3.081021e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 5.368(48)e-9 ( 3.355341e-11 ) [ 3.451205e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 5.363(55)e-9 ( 3.111204e-11 ) [ 4.562488e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 5.363(55)e-9 ( 3.110266e-11 ) [ 4.559384e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 5.354(58)e-9 ( 4.075922e-11 ) [ 4.059749e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 5.362(57)e-9 ( 3.950387e-11 ) [ 4.128123e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 5.377(62)e-9 ( 6.03297e-11 ) [ 1.561439e-11 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.5 eta no corrections

9.5.1 SD etas

window paper value: 9.074(64)e-10

AIC (chi2 + 2Npar - Ndat)/2 = 9.055(26)e-10 ( 1.087237e-12 ) [ 2.333973e-12 ]

AIC (k< 10000 ) = 9.060(25)e-10 ( 7.98832e-13 ) [ 2.367766e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 9.057(25)e-10 ( 7.871014e-13 ) [ 2.337664e-12 ]

AICc = 9.048(32)e-10 ( 4.838025e-13 ) [ 3.203832e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 9.057(25)e-10 ( 1.086875e-12 ) [ 2.30121e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 9.054(26)e-10 ( 1.137718e-12 ) [ 2.328202e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 9.057(25)e-10 ( 1.086003e-12 ) [ 2.30105e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 9.056(25)e-10 ( 9.507571e-13 ) [ 2.288068e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 9.060(25)e-10 ( 1.014048e-12 ) [ 2.239292e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 9.060(16)e-10 ( 8.771935e-13 ) [ 1.380049e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 9.060(16)e-10 ( 8.771935e-13 ) [ 1.380049e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 9.060(25)e-10 ( 1.145856e-12 ) [ 2.180405e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 9.055(26)e-10 ( 1.126645e-12 ) [ 2.379606e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 9.045(25)e-10 ( 1.297717e-12 ) [ 2.086582e-12 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.5.2 W etas

window paper value: 27.28(20)e-10

AIC (chi2 + 2Npar - Ndat)/2 = 2.724(17)e-9 ( 9.824833e-12 ) [ 1.340776e-11 ]

AIC (k< 10000 ) = 2.731(11)e-9 ( 6.056212e-12 ) [ 8.864071e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 2.727(15)e-9 ( 8.195491e-12 ) [ 1.27791e-11 ]

AICc = 2.7334(88)e-9 ( 5.095546e-12 ) [ 7.215547e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 2.724(17)e-9 ( 9.79735e-12 ) [ 1.380859e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 2.725(17)e-9 ( 9.949229e-12 ) [ 1.320081e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 2.725(17)e-9 ( 9.741761e-12 ) [ 1.372891e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 2.726(14)e-9 ( 8.525789e-12 ) [ 1.149303e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 2.725(15)e-9 ( 8.908602e-12 ) [ 1.224359e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 2.722(18)e-9 ( 9.951757e-12 ) [ 1.553026e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 2.722(18)e-9 ( 9.951757e-12 ) [ 1.553026e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 2.722(17)e-9 ( 1.053765e-11 ) [ 1.344186e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 2.724(17)e-9 ( 1.021632e-11 ) [ 1.417212e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 2.727(16)e-9 ( 1.166422e-11 ) [ 1.031759e-11 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.5.3 LD etas

AIC (chi2 + 2Npar - Ndat)/2 = 1.724(26)e-9 ( 2.117207e-11 ) [ 1.470415e-11 ]

AIC (k< 10000 ) = 1.729(17)e-9 ( 1.453049e-11 ) [ 9.508888e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 1.729(19)e-9 ( 1.56914e-11 ) [ 1.133694e-11 ]

AICc = 1.735(12)e-9 ( 1.113885e-11 ) [ 3.645088e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 1.725(25)e-9 ( 2.032542e-11 ) [ 1.419529e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 1.726(24)e-9 ( 2.007369e-11 ) [ 1.25834e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 1.726(23)e-9 ( 1.939251e-11 ) [ 1.313268e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 1.727(21)e-9 ( 1.763066e-11 ) [ 1.158525e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 1.726(22)e-9 ( 1.80616e-11 ) [ 1.219883e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 1.726(23)e-9 ( 1.847841e-11 ) [ 1.397148e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 1.726(23)e-9 ( 1.847732e-11 ) [ 1.396942e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 1.721(28)e-9 ( 2.304483e-11 ) [ 1.555795e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 1.723(27)e-9 ( 2.213701e-11 ) [ 1.571896e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 1.727(26)e-9 ( 2.500086e-11 ) [ 6.90227e-12 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.5.4 SUM

AIC (chi2 + 2Npar - Ndat)/2 = 5.357(41)e-9 ( 3.027502e-11 ) [ 2.767743e-11 ]

AIC (k< 10000 ) = 5.371(24)e-9 ( 1.909063e-11 ) [ 1.476743e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 5.364(35)e-9 ( 2.476626e-11 ) [ 2.511329e-11 ]

AICc = 5.377(18)e-9 ( 1.612194e-11 ) [ 6.818281e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 5.359(41)e-9 ( 2.963012e-11 ) [ 2.860674e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 5.360(40)e-9 ( 2.989692e-11 ) [ 2.690508e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 5.360(41)e-9 ( 2.918838e-11 ) [ 2.824198e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 5.362(34)e-9 ( 2.596515e-11 ) [ 2.251759e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 5.361(36)e-9 ( 2.67385e-11 ) [ 2.474544e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 5.358(43)e-9 ( 2.893076e-11 ) [ 3.239099e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 5.358(43)e-9 ( 2.892431e-11 ) [ 3.237501e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 5.352(44)e-9 ( 3.267147e-11 ) [ 2.884047e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 5.356(43)e-9 ( 3.160757e-11 ) [ 2.948442e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 5.360(40)e-9 ( 3.562851e-11 ) [ 1.777577e-11 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.6 Eta + FVE

9.6.1 SD etas

window paper value: 9.074(64)e-10

AIC (chi2 + 2Npar - Ndat)/2 = 9.068(31)e-10 ( 1.406337e-12 ) [ 2.720232e-12 ]

AIC (k< 10000 ) = 9.074(31)e-10 ( 9.689074e-13 ) [ 2.917848e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 9.071(30)e-10 ( 1.031209e-12 ) [ 2.847056e-12 ]

AICc = 9.082(42)e-10 ( 4.736132e-13 ) [ 4.140011e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 9.071(30)e-10 ( 1.399751e-12 ) [ 2.699318e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 9.068(31)e-10 ( 1.467969e-12 ) [ 2.77038e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 9.071(31)e-10 ( 1.397951e-12 ) [ 2.720683e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 9.069(30)e-10 ( 1.232004e-12 ) [ 2.707537e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 9.074(29)e-10 ( 1.308122e-12 ) [ 2.58005e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 9.074(24)e-10 ( 1.195788e-12 ) [ 2.074604e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 9.074(24)e-10 ( 1.195788e-12 ) [ 2.074604e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 9.072(29)e-10 ( 1.478296e-12 ) [ 2.440555e-12 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 9.067(31)e-10 ( 1.453493e-12 ) [ 2.755386e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 9.055(30)e-10 ( 1.706993e-12 ) [ 2.493633e-12 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.6.2 W

window paper value: 27.28(20)e-10

AIC (chi2 + 2Npar - Ndat)/2 = 2.725(21)e-9 ( 1.27953e-11 ) [ 1.639145e-11 ]

AIC (k< 10000 ) = 2.734(13)e-9 ( 7.229407e-12 ) [ 1.050572e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 2.728(19)e-9 ( 9.878787e-12 ) [ 1.573853e-11 ]

AICc = 2.7372(95)e-9 ( 5.863791e-12 ) [ 7.430977e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 2.725(21)e-9 ( 1.270954e-11 ) [ 1.686823e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 2.727(21)e-9 ( 1.353986e-11 ) [ 1.584679e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 2.726(21)e-9 ( 1.272713e-11 ) [ 1.668422e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 2.728(18)e-9 ( 1.093721e-11 ) [ 1.386748e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 2.727(19)e-9 ( 1.14698e-11 ) [ 1.495586e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 2.724(21)e-9 ( 1.133331e-11 ) [ 1.814667e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 2.724(21)e-9 ( 1.133331e-11 ) [ 1.814667e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 2.722(21)e-9 ( 1.36787e-11 ) [ 1.631203e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 2.725(22)e-9 ( 1.331511e-11 ) [ 1.734489e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 2.730(20)e-9 ( 1.738101e-11 ) [ 9.638664e-12 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.6.3 LD

AIC (chi2 + 2Npar - Ndat)/2 = 1.730(36)e-9 ( 2.803816e-11 ) [ 2.210424e-11 ]

AIC (k< 10000 ) = 1.740(24)e-9 ( 1.826546e-11 ) [ 1.539585e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 1.738(26)e-9 ( 1.97632e-11 ) [ 1.754963e-11 ]

AICc = 1.746(13)e-9 ( 1.221771e-11 ) [ 3.705782e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 1.732(36)e-9 ( 2.824363e-11 ) [ 2.251169e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 1.735(36)e-9 ( 2.981464e-11 ) [ 2.061532e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 1.735(35)e-9 ( 2.779077e-11 ) [ 2.138626e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 1.734(28)e-9 ( 2.244894e-11 ) [ 1.726078e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 1.734(31)e-9 ( 2.433559e-11 ) [ 1.912889e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 1.733(33)e-9 ( 2.439936e-11 ) [ 2.239951e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 1.733(33)e-9 ( 2.439839e-11 ) [ 2.239809e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 1.725(39)e-9 ( 3.106183e-11 ) [ 2.331317e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 1.729(38)e-9 ( 2.944012e-11 ) [ 2.349938e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 1.740(42)e-9 ( 3.99894e-11 ) [ 1.416627e-11 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

9.6.4 SUM

AIC (chi2 + 2Npar - Ndat)/2 = 5.363(56)e-9 ( 3.848153e-11 ) [ 4.013267e-11 ]

AIC (k< 10000 ) = 5.384(32)e-9 ( 2.200382e-11 ) [ 2.293629e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no dof =1) = 5.372(47)e-9 ( 2.761837e-11 ) [ 3.762688e-11 ]

AICc = 5.394(20)e-9 ( 1.865734e-11 ) [ 7.304284e-12 ]

AIC (chi2 + 2Npar -2 Ndat)/2 = 5.365(57)e-9 ( 3.837737e-11 ) [ 4.203176e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (only TM/OS combined) = 5.368(58)e-9 ( 4.305478e-11 ) [ 3.86859e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only TM/OS combined) = 5.367(57)e-9 ( 3.890119e-11 ) [ 4.139592e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no log ) = 5.370(46)e-9 ( 3.233642e-11 ) [ 3.205524e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (no log ) = 5.369(50)e-9 ( 3.410344e-11 ) [ 3.600251e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always 4 latt) = 5.364(56)e-9 ( 3.138134e-11 ) [ 4.585432e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (4 latt + 3 linear ) = 5.364(56)e-9 ( 3.137962e-11 ) [ 4.584861e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (always C ) = 5.355(59)e-9 ( 4.138213e-11 ) [ 4.177156e-11 ]

AIC (chi2 + 2Npar - Ndat)/2 (no a/log^2(3) a) = 5.362(59)e-9 ( 4.021883e-11 ) [ 4.289755e-11 ]

AIC (chi2 + 2Npar -2 Ndat)/2 (only CDE ) = 5.377(63)e-9 ( 6.129309e-11 ) [ 1.598393e-11 ]

<r >

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.