Manuel Lara Lozano 2025-10-03
Paquetería necesaria: Chunk= Ctrl/Cmd + Alt/Opt + I
## Loading required package: pacman #Si no se rquiere, no lo instala
library ("pacman")
p_load("vroom", #llamar bases de datos
"dplyr", #facilitar manejo de datos
"ggplot2") #graficarBase de datos: bae de datos de microARNs (miRNAs), se realizan 3 experimentos en condición control y 3 en condición tratamiento. Tenemos diferentes genes de referencia.
Datos <- vroom (file="https://raw.githubusercontent.com/ManuelLaraMVZ/Transcript-mica/refs/heads/main/Datos%20completos%20miRNAs%20ejercicio.csv")## Rows: 729 Columns: 8
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (2): miRNA, Type
## dbl (6): T1, T2, T3, C1, C2, C3
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.## # A tibble: 729 × 8
## miRNA Type T1 T2 T3 C1 C2 C3
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 mmu-let-7a Target 22.0 22.2 22.1 22.6 22.0 22.5
## 2 mmu-let-7a# Target 27.7 27.6 28.2 27.5 27.9 28.0
## 3 mmu-let-7b Target 20.8 21.7 21.3 22.0 21.2 20.9
## 4 mmu-let-7b# Target 28.8 35 35 35 35 35
## 5 mmu-let-7c Target 19.6 20.4 20.3 20.5 20.0 20.0
## 6 mmu-let-7c-1# Target 34.1 33.5 34.9 35 35 35
## 7 mmu-let-7d Target 21.7 22.1 22.9 22.4 22.0 22.5
## 8 mmu-let-7d# Target 35 35 35 35 26.1 26.0
## 9 mmu-let-7e Target 19.3 19.5 19.9 19.9 19.5 20.0
## 10 mmu-let-7e# Target 30.8 32.9 30.4 29.6 30.0 30.8
## # ℹ 719 more rows## # A tibble: 2 × 7
## miRNA T1 T2 T3 C1 C2 C3
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 U6 snRNA 13.3 13.1 13.6 13.1 13.5 13.7
## 2 Y1 31.2 32.4 32.0 31.8 32.0 32.5Promediar los Cts de cada columna de ambos genes
Promedio_C1 <- mean(Control$C1) #De la base de datos "Control" seleccionar la col "C1"
Promedio_C2 <- mean(Control$C2)
Promedio_C3 <- mean(Control$C3)
Promedio_T1 <- mean(Control$T1)
Promedio_T2 <- mean(Control$T2)
Promedio_T3 <- mean(Control$T3)Hacer una base de datos que solo tengan a los genes de interés
## # A tibble: 727 × 7
## miRNA T1 T2 T3 C1 C2 C3
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 mmu-let-7a 22.0 22.2 22.1 22.6 22.0 22.5
## 2 mmu-let-7a# 27.7 27.6 28.2 27.5 27.9 28.0
## 3 mmu-let-7b 20.8 21.7 21.3 22.0 21.2 20.9
## 4 mmu-let-7b# 28.8 35 35 35 35 35
## 5 mmu-let-7c 19.6 20.4 20.3 20.5 20.0 20.0
## 6 mmu-let-7c-1# 34.1 33.5 34.9 35 35 35
## 7 mmu-let-7d 21.7 22.1 22.9 22.4 22.0 22.5
## 8 mmu-let-7d# 35 35 35 35 26.1 26.0
## 9 mmu-let-7e 19.3 19.5 19.9 19.9 19.5 20.0
## 10 mmu-let-7e# 30.8 32.9 30.4 29.6 30.0 30.8
## # ℹ 717 more rowsRealizar la resta del valor de Ct de gen de interés menos el de referencia usando la formula 2^-(Int-Ref)
DosDCT <- Interes %>%
mutate(A = 2^-(C1-Promedio_C1),
B = 2^-(C2-Promedio_C2),
C = 2^-(C3-Promedio_C3),
D = 2^-(T1-Promedio_T1),
E = 2^-(T2-Promedio_T2),
F = 2^-(T3-Promedio_T3)) %>%
select(-2:-7)
DosDCT## # A tibble: 727 × 7
## miRNA A B C D E F
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 mmu-let-7a 0.909 1.70 1.56 1.21 1.49 1.61
## 2 mmu-let-7a# 0.0306 0.0276 0.0338 0.0225 0.0341 0.0242
## 3 mmu-let-7b 1.40 2.92 4.71 2.66 2.11 2.78
## 4 mmu-let-7b# 0.000168 0.000201 0.000269 0.0105 0.000205 0.000212
## 5 mmu-let-7c 4.01 6.75 8.54 6.42 5.01 5.79
## 6 mmu-let-7c-1# 0.000168 0.000201 0.000269 0.000262 0.000591 0.000223
## 7 mmu-let-7d 1.03 1.64 1.54 1.46 1.55 0.950
## 8 mmu-let-7d# 0.000168 0.0988 0.135 0.000145 0.000205 0.000212
## 9 mmu-let-7e 5.72 9.51 8.97 7.89 9.42 7.38
## 10 mmu-let-7e# 0.00698 0.00658 0.00486 0.00272 0.000860 0.00525
## # ℹ 717 more rowsPrueba estadística
## obs.x obs.y obs.tot mean.x mean.y mean.diff var.x
## 1 3 3 6 1.388646e+00 1.433950e+00 -4.530336e-02 1.773555e-01
## 2 3 3 6 3.067543e-02 2.691250e-02 3.762933e-03 9.635796e-06
## 3 3 3 6 3.010156e+00 2.516263e+00 4.938936e-01 2.753218e+00
## 4 3 3 6 2.126530e-04 3.636135e-03 -3.423482e-03 2.663878e-09
## 5 3 3 6 6.432053e+00 5.738292e+00 6.937610e-01 5.213012e+00
## 6 3 3 6 2.126530e-04 3.587797e-04 -1.461267e-04 2.663878e-09
## 7 3 3 6 1.404738e+00 1.318393e+00 8.634532e-02 1.057577e-01
## 8 3 3 6 7.792465e-02 1.872638e-04 7.773738e-02 4.857014e-03
## 9 3 3 6 8.067369e+00 8.228122e+00 -1.607529e-01 4.203572e+00
## 10 3 3 6 6.142436e-03 2.944403e-03 3.198033e-03 1.271776e-06
## 11 3 3 6 3.633038e-01 4.093500e-01 -4.604616e-02 1.667733e-02
## 12 3 3 6 5.685092e-03 3.879395e-03 1.805697e-03 1.776840e-05
## 13 3 3 6 1.728318e+00 1.911297e+00 -1.829791e-01 3.281876e-01
## 14 3 3 6 6.820326e-03 9.460137e-03 -2.639812e-03 9.119781e-07
## 15 3 3 6 1.050948e+00 9.635542e-01 8.739406e-02 4.369724e-01
## 16 3 3 6 8.573134e-03 5.499536e-03 3.073598e-03 8.171211e-06
## 17 3 3 6 4.285924e-03 1.040019e-02 -6.114265e-03 3.409674e-06
## 18 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 19 3 3 6 6.702326e+00 5.595498e+00 1.106828e+00 1.516875e+01
## 20 3 3 6 3.503754e-02 3.207478e-02 2.962757e-03 1.762277e-04
## 21 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 22 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 23 3 3 6 1.136185e+00 1.293183e+00 -1.569975e-01 1.488474e-01
## 24 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 25 3 3 6 1.353619e+01 1.410554e+01 -5.693454e-01 1.988324e+01
## 26 3 3 6 1.092378e+00 1.217601e+00 -1.252226e-01 1.744437e-01
## 27 3 3 6 4.219156e-01 4.017069e-01 2.020865e-02 4.230098e-02
## 28 3 3 6 3.896706e-02 5.494237e-02 -1.597531e-02 1.502806e-04
## 29 3 3 6 3.401729e-02 6.719680e-02 -3.317951e-02 1.709863e-04
## 30 3 3 6 2.126530e-04 2.103418e-04 2.311190e-06 2.663878e-09
## 31 3 3 6 1.481782e-03 2.848085e-03 -1.366302e-03 8.977056e-07
## 32 3 3 6 3.214199e-03 3.785427e-03 -5.712278e-04 2.753782e-05
## 33 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 34 3 3 6 2.126530e-04 3.813118e-04 -1.686588e-04 2.663878e-09
## 35 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 36 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 37 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 38 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 39 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 40 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 41 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 42 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 43 3 3 6 2.625120e-03 4.280989e-03 -1.655869e-03 1.050652e-06
## 44 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 45 3 3 6 1.223467e-01 9.360500e-02 2.874173e-02 1.617320e-03
## 46 3 3 6 1.034339e+00 1.397473e+00 -3.631336e-01 9.311962e-02
## 47 3 3 6 2.908217e-02 2.689234e-02 2.189825e-03 7.474385e-06
## 48 3 3 6 1.354769e+01 1.640776e+01 -2.860071e+00 1.009730e+00
## 49 3 3 6 2.460508e+01 3.026250e+01 -5.657424e+00 1.555459e+02
## 50 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 51 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 52 3 3 6 3.503805e+01 4.072235e+01 -5.684300e+00 1.302889e+02
## 53 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 54 3 3 6 5.611916e+00 6.673129e+00 -1.061213e+00 4.291473e+00
## 55 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 56 3 3 6 2.126530e-04 2.303572e-04 -1.770423e-05 2.663878e-09
## 57 3 3 6 2.391890e+00 1.908431e+00 4.834599e-01 3.335652e+00
## 58 3 3 6 7.900681e-02 8.887184e-02 -9.865032e-03 8.874257e-04
## 59 3 3 6 1.263579e+00 1.589006e+00 -3.254265e-01 1.450289e-01
## 60 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 61 3 3 6 6.156279e-01 7.819567e-01 -1.663288e-01 1.265800e-01
## 62 3 3 6 1.572812e-01 2.264751e-01 -6.919392e-02 2.466360e-03
## 63 3 3 6 1.712440e-01 2.716771e-01 -1.004332e-01 8.037999e-04
## 64 3 3 6 6.810414e+00 6.923155e+00 -1.127413e-01 6.798367e-01
## 65 3 3 6 2.335242e-01 5.213481e-01 -2.878239e-01 7.524825e-04
## 66 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 67 3 3 6 1.444835e-02 2.731102e-02 -1.286267e-02 4.960679e-05
## 68 3 3 6 3.452657e+00 3.783995e+00 -3.313378e-01 8.397485e-02
## 69 3 3 6 8.588084e+00 9.649259e+00 -1.061175e+00 2.055216e+01
## 70 3 3 6 1.126913e+01 1.444439e+01 -3.175254e+00 4.496972e+00
## 71 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 72 3 3 6 2.653096e-02 2.351743e-02 3.013530e-03 8.070962e-06
## 73 3 3 6 2.606524e+00 3.094187e+00 -4.876632e-01 6.500586e-01
## 74 3 3 6 2.373138e+01 2.975490e+01 -6.023515e+00 2.025313e+01
## 75 3 3 6 7.418109e-02 6.245980e-02 1.172129e-02 1.939586e-03
## 76 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 77 3 3 6 8.710248e+00 9.361632e+00 -6.513837e-01 2.563902e-01
## 78 3 3 6 3.442985e+00 3.615842e+00 -1.728565e-01 3.079395e-01
## 79 3 3 6 1.358355e+03 2.263642e+04 -2.127806e+04 5.437760e+06
## 80 3 3 6 1.910009e-03 1.558546e-03 3.514636e-04 2.534453e-06
## 81 3 3 6 2.797123e-03 9.389646e-03 -6.592523e-03 2.047794e-05
## 82 3 3 6 8.769380e-02 9.483876e-02 -7.144954e-03 1.442789e-03
## 83 3 3 6 1.204614e-03 2.182687e-03 -9.780723e-04 1.939533e-07
## 84 3 3 6 7.827358e-03 8.296193e-03 -4.688353e-04 5.790711e-06
## 85 3 3 6 4.318004e-03 6.266140e-03 -1.948136e-03 4.128595e-06
## 86 3 3 6 5.903099e+00 7.341798e+00 -1.438698e+00 6.343481e+00
## 87 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 88 3 3 6 3.666018e+00 4.602871e+00 -9.368538e-01 1.177810e+00
## 89 3 3 6 2.244852e+00 2.422853e+00 -1.780014e-01 1.490503e-01
## 90 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 91 3 3 6 2.784531e-04 1.872638e-04 9.118927e-05 1.341491e-08
## 92 3 3 6 1.729841e-01 2.004474e-01 -2.746328e-02 7.477615e-03
## 93 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 94 3 3 6 7.978329e-02 9.467479e-02 -1.489150e-02 5.501590e-04
## 95 3 3 6 5.950771e-04 1.872638e-04 4.078133e-04 9.236691e-08
## 96 3 3 6 8.983413e+00 1.003830e+01 -1.054888e+00 4.151618e+00
## 97 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 98 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 99 3 3 6 7.310161e-01 4.510753e-01 2.799408e-01 4.299132e-03
## 100 3 3 6 3.425386e-01 4.393415e-01 -9.680289e-02 4.071828e-02
## 101 3 3 6 1.725817e-02 2.262465e-02 -5.366482e-03 8.617703e-05
## 102 3 3 6 4.153298e-03 8.695190e-03 -4.541891e-03 4.843471e-06
## 103 3 3 6 5.144108e-02 8.028192e-02 -2.884084e-02 4.304779e-04
## 104 3 3 6 3.898013e-04 4.496703e-04 -5.986898e-05 8.504250e-08
## 105 3 3 6 1.992353e-01 2.360416e-01 -3.680635e-02 5.200005e-03
## 106 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 107 3 3 6 8.204698e-01 1.011463e+00 -1.909933e-01 7.239425e-02
## 108 3 3 6 3.969659e-01 3.683551e-01 2.861072e-02 2.900145e-02
## 109 3 3 6 1.904788e+01 1.198146e+01 7.066417e+00 1.825794e+02
## 110 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 111 3 3 6 3.181059e+01 3.323624e+01 -1.425645e+00 2.110038e+02
## 112 3 3 6 2.867649e-03 3.115017e-03 -2.473681e-04 1.685248e-06
## 113 3 3 6 2.232662e+00 2.490247e+00 -2.575849e-01 1.929846e+00
## 114 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 115 3 3 6 1.830814e-01 2.068739e-01 -2.379256e-02 6.318652e-03
## 116 3 3 6 2.697590e+00 1.872638e-04 2.697403e+00 2.182718e+01
## 117 3 3 6 2.974669e-03 4.462862e-03 -1.488194e-03 3.809503e-06
## 118 3 3 6 6.040528e-03 1.013339e-02 -4.092858e-03 3.992261e-05
## 119 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 120 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 121 3 3 6 1.533996e-02 1.318041e-02 2.159550e-03 1.554472e-05
## 122 3 3 6 4.410494e-02 4.834727e-02 -4.242333e-03 1.317740e-04
## 123 3 3 6 5.274366e+00 5.251334e+00 2.303203e-02 4.120221e-01
## 124 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 125 3 3 6 4.211996e-01 5.590479e-01 -1.378483e-01 1.776206e-03
## 126 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 127 3 3 6 2.126530e-04 2.285789e-04 -1.592587e-05 2.663878e-09
## 128 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 129 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 130 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 131 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 132 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 133 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 134 3 3 6 8.553119e+03 9.628533e+03 -1.075413e+03 5.915637e+05
## 135 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 136 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 137 3 3 6 1.118136e-01 1.206972e-01 -8.883518e-03 1.630139e-03
## 138 3 3 6 4.365737e-03 6.235294e-03 -1.869558e-03 1.246728e-06
## 139 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 140 3 3 6 1.936152e-02 2.591967e-02 -6.558158e-03 4.902207e-05
## 141 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 142 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 143 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 144 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 145 3 3 6 2.860603e-04 5.535021e-04 -2.674418e-04 1.633312e-08
## 146 3 3 6 3.189356e-02 1.171987e-02 2.017368e-02 7.708689e-04
## 147 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 148 3 3 6 2.126530e-04 2.711376e-04 -5.848461e-05 2.663878e-09
## 149 3 3 6 3.695711e+01 3.483169e+01 2.125425e+00 7.603833e+01
## 150 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 151 3 3 6 7.025994e-02 7.033760e-02 -7.765561e-05 6.177342e-04
## 152 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 153 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 154 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 155 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 156 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 157 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 158 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 159 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 160 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 161 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 162 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
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## 374 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 375 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
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## 377 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 378 3 3 6 3.168517e+00 1.555320e+00 1.613197e+00 1.689496e-01
## 379 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 380 3 3 6 2.538051e-01 1.079746e-01 1.458305e-01 2.194908e-02
## 381 3 3 6 4.861264e-01 1.787732e-01 3.073532e-01 1.519126e-02
## 382 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 383 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 384 3 3 6 5.135436e-02 5.208088e-02 -7.265272e-04 4.852396e-04
## 385 3 3 6 2.126530e-04 1.897440e-04 2.290906e-05 2.663878e-09
## 386 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
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## 388 3 3 6 2.856984e-03 3.977931e-03 -1.120947e-03 1.084934e-05
## 389 3 3 6 5.410906e-01 6.193049e-01 -7.821430e-02 3.074326e-02
## 390 3 3 6 1.301943e-03 2.785067e-03 -1.483123e-03 3.913751e-08
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## 392 3 3 6 2.324722e-01 3.240883e-01 -9.161607e-02 1.699212e-02
## 393 3 3 6 1.273372e-02 1.298845e-02 -2.547352e-04 3.504461e-06
## 394 3 3 6 1.614406e+03 1.464850e+03 1.495555e+02 7.818917e+06
## 395 3 3 6 2.126530e-04 1.885209e-04 2.413208e-05 2.663878e-09
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## 397 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 398 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 399 3 3 6 6.515113e-03 1.310289e-02 -6.587780e-03 4.286484e-05
## 400 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 401 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 402 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 403 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 404 3 3 6 7.557066e-03 6.733864e-03 8.232017e-04 2.212165e-06
## 405 3 3 6 1.374078e+00 1.985936e+00 -6.118580e-01 3.397408e-01
## 406 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 407 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 408 3 3 6 2.430643e-03 2.346321e-03 8.432181e-05 1.135594e-06
## 409 3 3 6 9.928605e+00 1.340259e+01 -3.473981e+00 1.088479e+01
## 410 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 411 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 412 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 413 3 3 6 2.199987e-04 1.872638e-04 3.273490e-05 4.067297e-09
## 414 3 3 6 6.851929e-02 8.478698e-02 -1.626769e-02 9.887160e-04
## 415 3 3 6 3.375536e+00 6.067173e+00 -2.691637e+00 1.886090e+00
## 416 3 3 6 3.263712e+00 4.644624e+00 -1.380912e+00 6.393187e-01
## 417 3 3 6 1.869266e-01 2.430238e-01 -5.609719e-02 3.314361e-03
## 418 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 419 3 3 6 1.114076e+00 8.949203e-01 2.191555e-01 1.092918e-01
## 420 3 3 6 6.055413e-01 4.067870e-01 1.987543e-01 5.083107e-03
## 421 3 3 6 1.274957e-02 1.316702e-02 -4.174515e-04 1.922768e-07
## 422 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 423 3 3 6 4.301396e-01 6.023346e-01 -1.721950e-01 2.312553e-03
## 424 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 425 3 3 6 3.100488e+00 4.169957e+00 -1.069469e+00 2.561610e+00
## 426 3 3 6 4.822565e-02 3.746463e-02 1.076102e-02 5.582765e-04
## 427 3 3 6 2.165333e-04 1.872638e-04 2.926954e-05 2.577076e-09
## 428 3 3 6 3.515426e+00 4.356421e+00 -8.409952e-01 1.632387e+00
## 429 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 430 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 431 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 432 3 3 6 1.747209e-01 6.805407e-02 1.066668e-01 8.015121e-03
## 433 3 3 6 6.872473e+00 2.980985e+00 3.891488e+00 3.757893e-01
## 434 3 3 6 2.276676e-03 1.489937e-03 7.867393e-04 2.054838e-07
## 435 3 3 6 6.057419e-03 8.600477e-03 -2.543057e-03 1.366508e-06
## 436 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 437 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 438 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 439 3 3 6 1.440658e-02 1.427992e-02 1.266535e-04 6.743761e-05
## 440 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 441 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 442 3 3 6 3.009458e-04 1.872638e-04 1.136820e-04 6.488798e-09
## 443 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 444 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 445 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 446 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 447 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 448 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 449 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 450 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 451 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 452 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 453 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 454 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 455 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 456 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 457 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 458 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 459 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 460 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 461 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 462 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 463 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 464 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 465 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 466 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 467 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 468 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 469 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 470 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 471 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 472 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 473 3 3 6 1.195010e-03 2.918689e-03 -1.723679e-03 2.221778e-06
## 474 3 3 6 1.055241e+01 1.053100e+01 2.141389e-02 7.426519e+00
## 475 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 476 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 477 3 3 6 7.645957e-02 8.761450e-02 -1.115493e-02 2.348142e-04
## 478 3 3 6 2.642818e-02 2.923622e-02 -2.808039e-03 1.090664e-05
## 479 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 480 3 3 6 1.227654e-03 8.163082e-04 4.113457e-04 6.951905e-07
## 481 3 3 6 6.002804e-03 6.946641e-03 -9.438370e-04 8.784951e-06
## 482 3 3 6 4.841988e-04 4.103799e-04 7.381895e-05 2.146397e-07
## 483 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 484 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 485 3 3 6 7.350078e-03 6.411494e-03 9.385844e-04 3.461610e-06
## 486 3 3 6 2.088760e+00 2.496235e+00 -4.074748e-01 2.719341e-01
## 487 3 3 6 1.078935e-02 1.577392e-02 -4.984571e-03 7.470396e-06
## 488 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 489 3 3 6 7.007562e-03 5.090416e-03 1.917146e-03 1.036877e-05
## 490 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 491 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 492 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 493 3 3 6 6.914539e-04 5.128908e-04 1.785631e-04 2.145562e-07
## 494 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 495 3 3 6 7.267816e-03 4.183449e-03 3.084367e-03 4.718846e-05
## 496 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 497 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 498 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 499 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 500 3 3 6 8.855636e-01 1.036451e+00 -1.508878e-01 3.457328e-02
## 501 3 3 6 1.489701e+00 1.182802e+00 3.068990e-01 5.779787e-01
## 502 3 3 6 1.162966e+01 1.538279e+01 -3.753134e+00 1.509170e+01
## 503 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 504 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 505 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 506 3 3 6 5.024450e-03 7.466175e-03 -2.441725e-03 7.145786e-06
## 507 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 508 3 3 6 9.583678e-03 9.982348e-03 -3.986695e-04 1.278739e-06
## 509 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 510 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 511 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 512 3 3 6 1.513874e-02 1.460235e-02 5.363882e-04 9.120698e-05
## 513 3 3 6 9.695573e-01 9.625798e-01 6.977507e-03 3.114511e-01
## 514 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 515 3 3 6 2.126530e-04 2.408639e-04 -2.821084e-05 2.663878e-09
## 516 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 517 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 518 3 3 6 1.010035e+00 1.494255e+00 -4.842203e-01 1.736852e-01
## 519 3 3 6 6.269818e+00 1.944391e+01 -1.317409e+01 1.179230e+02
## 520 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 521 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 522 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 523 3 3 6 6.356332e-01 8.248185e-01 -1.891854e-01 5.529453e-02
## 524 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 525 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 526 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 527 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 528 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 529 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 530 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 531 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 532 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 533 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 534 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 535 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 536 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 537 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 538 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 539 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 540 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 541 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 542 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 543 3 3 6 5.787168e-02 5.502757e-02 2.844114e-03 4.657325e-04
## 544 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 545 3 3 6 3.369851e+00 3.471775e+00 -1.019233e-01 3.781534e-01
## 546 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 547 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 548 3 3 6 6.016483e-02 7.807631e-02 -1.791148e-02 7.204295e-04
## 549 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 550 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 551 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 552 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 553 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 554 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 555 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 556 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 557 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 558 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 559 3 3 6 2.126530e-04 3.707847e+02 -3.707845e+02 2.663878e-09
## 560 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 561 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 562 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 563 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 564 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 565 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 566 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 567 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 568 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 569 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 570 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 571 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 572 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 573 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 574 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 575 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 576 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 577 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 578 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 579 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 580 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 581 3 3 6 6.902726e-01 6.584123e-01 3.186025e-02 9.397422e-02
## 582 3 3 6 5.490563e-02 1.280310e-02 4.210253e-02 2.273401e-03
## 583 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 584 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 585 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 586 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 587 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 588 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 589 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 590 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 591 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 592 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 593 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 594 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 595 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 596 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 597 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 598 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 599 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 600 3 3 6 6.382279e-01 6.907245e-01 -5.249661e-02 4.408171e-02
## 601 3 3 6 1.618475e-02 1.039899e-02 5.785763e-03 4.440347e-05
## 602 3 3 6 4.505218e-03 4.996943e-03 -4.917250e-04 5.187671e-07
## 603 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 604 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 605 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 606 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 607 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 608 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 609 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 610 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 611 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 612 3 3 6 2.779107e-04 2.742116e-04 3.699018e-06 1.322009e-08
## 613 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 614 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 615 3 3 6 2.126530e-04 1.658592e-03 -1.445939e-03 2.663878e-09
## 616 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 617 3 3 6 6.031178e-01 6.543238e-01 -5.120605e-02 1.673257e-02
## 618 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 619 3 3 6 4.673133e-03 7.635140e-03 -2.962007e-03 2.631248e-06
## 620 3 3 6 2.161733e-02 2.688649e-02 -5.269157e-03 2.911483e-05
## 621 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 622 3 3 6 2.382588e-03 2.464962e-03 -8.237376e-05 6.533825e-07
## 623 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 624 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 625 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 626 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 627 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 628 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 629 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 630 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 631 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 632 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 633 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 634 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 635 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 636 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 637 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 638 3 3 6 2.457853e+02 2.450533e+02 7.319807e-01 1.675983e+04
## 639 3 3 6 6.726587e+01 4.556435e+01 2.170152e+01 1.967922e+02
## 640 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 641 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 642 3 3 6 1.176580e+00 1.304713e+00 -1.281326e-01 3.282115e-01
## 643 3 3 6 2.656445e-01 2.414031e-01 2.424146e-02 2.581791e-03
## 644 3 3 6 2.225729e+00 1.960878e+00 2.648512e-01 1.485200e-01
## 645 3 3 6 3.844871e-04 9.083389e-04 -5.238518e-04 1.202875e-07
## 646 3 3 6 1.001277e+00 8.282310e-01 1.730464e-01 4.655978e-02
## 647 3 3 6 6.811429e+00 7.388072e+00 -5.766432e-01 1.124706e+01
## 648 3 3 6 6.790609e+00 8.802552e+00 -2.011943e+00 5.835307e+00
## 649 3 3 6 1.676728e-01 1.493818e-01 1.829102e-02 5.302798e-04
## 650 3 3 6 3.009363e-03 5.157599e-03 -2.148236e-03 8.734686e-06
## 651 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 652 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 653 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 654 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 655 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 656 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 657 3 3 6 3.689092e-03 2.835842e-03 8.532504e-04 6.913078e-06
## 658 3 3 6 5.380895e-04 7.575308e-04 -2.194413e-04 1.033668e-07
## 659 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 660 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 661 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 662 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 663 3 3 6 2.126530e-04 1.972477e-04 1.540534e-05 2.663878e-09
## 664 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 665 3 3 6 3.325815e-04 1.901731e-04 1.424084e-04 3.595979e-09
## 666 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 667 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 668 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 669 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 670 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 671 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 672 3 3 6 4.703962e-02 2.810828e-02 1.893134e-02 9.289828e-05
## 673 3 3 6 2.126530e-04 1.075937e+00 -1.075724e+00 2.663878e-09
## 674 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 675 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 676 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 677 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 678 3 3 6 6.243228e+01 2.933983e+01 3.309245e+01 3.720765e+02
## 679 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 680 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 681 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 682 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 683 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 684 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 685 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 686 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 687 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 688 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 689 3 3 6 1.614594e-02 2.334176e-02 -7.195822e-03 5.349066e-05
## 690 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 691 3 3 6 3.783003e-03 8.431825e-03 -4.648823e-03 3.776284e-05
## 692 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 693 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 694 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 695 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 696 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 697 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 698 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 699 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 700 3 3 6 5.082720e-04 8.368503e-04 -3.285783e-04 7.043940e-08
## 701 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 702 3 3 6 4.732537e-01 4.871067e-01 -1.385297e-02 9.406468e-03
## 703 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 704 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 705 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 706 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 707 3 3 6 5.871468e-04 4.258148e-04 1.613320e-04 3.394434e-07
## 708 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 709 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 710 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 711 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 712 3 3 6 4.567522e+00 5.828620e+00 -1.261098e+00 8.172372e-01
## 713 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 714 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 715 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 716 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 717 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 718 3 3 6 2.126530e-04 2.285276e+01 -2.285254e+01 2.663878e-09
## 719 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 720 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 721 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 722 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 723 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 724 3 3 6 2.162683e-03 8.122004e-04 1.350483e-03 3.040252e-06
## 725 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 726 3 3 6 2.126530e-04 1.872638e-04 2.538922e-05 2.663878e-09
## 727 3 3 6 2.126530e-04 2.120915e-04 5.615515e-07 2.663878e-09
## var.y stderr df statistic pvalue conf.low
## 1 4.272284e-02 2.708495e-01 2.910707 -0.167263953 0.878104242 -9.224215e-01
## 2 3.957956e-05 4.050323e-03 2.919327 0.929045094 0.423107743 -9.330876e-03
## 3 1.252962e-01 9.795431e-01 2.181660 0.504208099 0.660467029 -3.401673e+00
## 4 3.524593e-05 3.427759e-03 2.000302 -0.998752100 0.423116755 -1.816980e-02
## 5 4.966577e-01 1.379574e+00 2.377663 0.502880788 0.657832762 -4.424104e+00
## 6 4.097442e-08 1.206072e-04 2.258958 -1.211591498 0.337119834 -6.120193e-04
## 7 1.036892e-01 2.642265e-01 3.999610 0.326785281 0.760216608 -6.472932e-01
## 8 1.367181e-09 4.023686e-02 2.000001 1.931994197 0.193080935 -9.538776e-02
## 9 1.123772e+00 1.332584e+00 2.998022 -0.120632438 0.911612669 -4.403215e+00
## 10 4.858566e-06 1.429492e-03 2.979897 2.237181649 0.111851971 -1.368659e-03
## 11 1.249905e-02 9.861775e-02 3.919615 -0.466915535 0.665330034 -3.220818e-01
## 12 3.209221e-06 2.644341e-03 2.699633 0.682853354 0.548660162 -7.165091e-03
## 13 3.336390e-01 4.696902e-01 3.999729 -0.389574156 0.716705261 -1.487083e+00
## 14 1.174468e-05 2.053993e-03 2.308740 -1.285209988 0.312508767 -1.043613e-02
## 15 3.486225e-01 5.117274e-01 3.950041 0.170782440 0.872785226 -1.340504e+00
## 16 6.825059e-07 1.717917e-03 2.331788 1.789142150 0.197216082 -3.396209e-03
## 17 1.156772e-05 2.234382e-03 3.084782 -2.736445146 0.069376018 -1.311577e-02
## 18 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 19 1.262493e+00 2.340317e+00 2.330629 0.472939498 0.676910720 -7.710418e+00
## 20 1.065810e-04 9.709252e-03 3.771280 0.305147847 0.776346914 -2.465162e-02
## 21 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 22 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 23 5.790805e-02 2.625233e-01 3.351602 -0.598032652 0.587842989 -9.450046e-01
## 24 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 25 1.600109e+01 3.458532e+00 3.953726 -0.164620549 0.877315552 -1.021626e+01
## 26 2.275852e-01 3.660733e-01 3.931310 -0.342069856 0.749800871 -1.148647e+00
## 27 2.827693e-03 1.226495e-01 2.266198 0.164767517 0.882674129 -4.523391e-01
## 28 1.017220e-04 9.165198e-03 3.856798 -1.743039811 0.158936393 -4.179896e-02
## 29 7.469044e-04 1.749181e-02 2.870107 -1.896859120 0.158256448 -9.029900e-02
## 30 4.690258e-09 4.951140e-05 3.717735 0.046679953 0.965166854 -1.393701e-04
## 31 2.046512e-06 9.906593e-04 3.471473 -1.379184733 0.250003207 -4.290104e-03
## 32 1.127036e-05 3.596673e-03 3.402204 -0.158821153 0.882779313 -1.128874e-02
## 33 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 34 1.245560e-07 2.059287e-04 2.085509 -0.819015813 0.495776717 -1.020779e-03
## 35 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 36 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 37 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 38 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 39 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 40 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 41 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 42 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 43 4.489382e-07 7.070102e-04 3.445296 -2.342071821 0.089738944 -3.749994e-03
## 44 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 45 6.311854e-04 2.737703e-02 3.354729 1.049848543 0.363454190 -5.339731e-02
## 46 9.782558e-02 2.522863e-01 3.997572 -1.439370926 0.223494867 -1.063761e+00
## 47 5.975638e-05 4.733947e-03 2.492617 0.462579085 0.680985846 -1.476832e-02
## 48 2.392719e+01 2.883107e+00 2.168500 -0.992009724 0.418705452 -1.438565e+01
## 49 2.091645e+01 7.669471e+00 2.528331 -0.737655064 0.523157456 -3.285458e+01
## 50 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 51 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 52 3.977665e+02 1.326720e+01 3.183254 -0.428447736 0.695675595 -4.656413e+01
## 53 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 54 1.012924e-01 1.210064e+00 2.094360 -0.876989203 0.469371925 -6.049243e+00
## 55 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 56 1.201544e-09 3.589532e-05 3.499196 -0.493218182 0.651183051 -1.232509e-04
## 57 2.340763e-01 1.090830e+00 2.279321 0.443203807 0.696188739 -3.699711e+00
## 58 3.169491e-04 2.003642e-02 3.267003 -0.492354918 0.653675740 -7.078073e-02
## 59 2.033155e-01 3.407562e-01 3.891060 -0.955012765 0.395059117 -1.282056e+00
## 60 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 61 6.977082e-02 2.558325e-01 3.691028 -0.650147185 0.553830564 -9.007089e-01
## 62 9.776267e-03 6.388173e-02 2.948738 -1.083156662 0.359267064 -2.745082e-01
## 63 2.837639e-02 9.862419e-02 2.113215 -1.018342104 0.410710735 -5.037204e-01
## 64 9.771052e-01 7.431783e-01 3.875266 -0.151701561 0.886990478 -2.202594e+00
## 65 8.559723e-02 1.696562e-01 2.035161 -1.696512558 0.229726882 -1.005842e+00
## 66 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 67 1.161895e-05 4.517585e-03 2.888160 -2.847245181 0.068238098 -2.755979e-02
## 68 2.360176e+00 9.026168e-01 2.142140 -0.367085829 0.746674568 -3.978195e+00
## 69 8.243358e+00 3.098145e+00 3.382040 -0.342519420 0.752162060 -1.031977e+01
## 70 3.181779e+01 3.479213e+00 2.554269 -0.912635864 0.439202685 -1.542521e+01
## 71 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 72 6.166191e-06 2.178467e-03 3.929661 1.383326263 0.239958893 -3.077800e-03
## 73 2.199788e+00 9.746533e-01 3.087106 -0.500345349 0.650331698 -3.540516e+00
## 74 3.039808e+01 4.108982e+00 3.845724 -1.465938430 0.219297699 -1.761466e+01
## 75 3.956985e-04 2.790032e-02 2.783440 0.420112929 0.704704066 -8.110900e-02
## 76 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 77 1.064369e+01 1.906137e+00 2.096298 -0.341729743 0.763789766 -8.502164e+00
## 78 2.239050e+00 9.214100e-01 2.539913 -0.187599937 0.865148056 -3.429842e+00
## 79 1.043423e+09 1.869813e+04 2.020845 -1.137977972 0.372051832 -1.009396e+05
## 80 4.289165e-07 9.938763e-04 2.658089 0.353629101 0.749772115 -3.054593e-03
## 81 2.220989e-05 3.772172e-03 3.993426 -1.747673120 0.155556064 -1.707255e-02
## 82 2.986583e-03 3.842470e-02 3.566725 -0.185946902 0.862573581 -1.191397e-01
## 83 1.098428e-06 6.563488e-04 2.684939 -1.490171392 0.243138295 -3.212614e-03
## 84 6.552242e-06 2.028378e-03 3.984831 -0.231138014 0.828590307 -6.108980e-03
## 85 3.507381e-05 3.614895e-03 2.464412 -0.538918958 0.634738194 -1.500463e-02
## 86 1.072703e+01 2.385408e+00 3.752551 -0.603124787 0.580969996 -8.237495e+00
## 87 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 88 6.385109e+00 1.587757e+00 2.713568 -0.590048524 0.600654340 -6.305363e+00
## 89 9.407523e-01 6.027168e-01 2.618230 -0.295331804 0.789578663 -2.264469e+00
## 90 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 91 1.367181e-09 7.019517e-05 2.403470 1.299081821 0.304511903 -1.670935e-04
## 92 1.244241e-02 8.148625e-02 3.766057 -0.337029606 0.754032427 -2.593572e-01
## 93 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 94 2.927405e-04 1.676205e-02 3.658759 -0.888405689 0.428860299 -6.319327e-02
## 95 1.367181e-09 1.767617e-04 2.059194 2.307135905 0.143789967 -3.321596e-04
## 96 1.247267e+01 2.354024e+00 3.198628 -0.448121297 0.682694179 -8.290020e+00
## 97 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 98 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 99 4.684394e-02 1.305668e-01 2.364036 2.144042186 0.145317710 -2.065677e-01
## 100 9.524778e-02 2.128897e-01 3.445772 -0.454709170 0.676463659 -7.273292e-01
## 101 1.604223e-04 9.066410e-03 3.667547 -0.591908138 0.588456750 -3.146482e-02
## 102 1.439321e-05 2.532238e-03 3.209123 -1.793627726 0.164746299 -1.231151e-02
## 103 3.416219e-03 3.580827e-02 2.496162 -0.805423902 0.490141956 -1.569840e-01
## 104 1.141227e-07 2.576594e-04 3.916504 -0.232357017 0.827895885 -7.813013e-04
## 105 1.379894e-03 4.683268e-02 2.991627 -0.785911732 0.489423871 -1.860851e-01
## 106 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 107 3.320320e-02 1.876144e-01 3.515735 -1.018010124 0.373530134 -7.414487e-01
## 108 1.197528e-02 1.168713e-01 3.411086 0.244805268 0.820610501 -3.192103e-01
## 109 1.235178e+02 1.010111e+01 3.856426 0.699568336 0.524089185 -2.139538e+01
## 110 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 111 9.619521e+01 1.011927e+01 3.509782 -0.140884143 0.895669135 -3.113864e+01
## 112 8.710352e-07 9.230897e-04 3.631572 -0.267978362 0.803237997 -2.916149e-03
## 113 4.149369e-01 8.840783e-01 2.822039 -0.291359877 0.790866577 -3.174202e+00
## 114 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 115 5.107108e-03 6.171375e-02 3.955525 -0.385530993 0.719678701 -1.958999e-01
## 116 1.367181e-09 2.697355e+00 2.000000 1.000017754 0.422642897 -8.908380e+00
## 117 4.337414e-06 1.647920e-03 3.983275 -0.903074085 0.417753608 -6.071138e-03
## 118 1.925381e-05 4.441337e-03 3.565086 -0.921537496 0.414799801 -1.704053e-02
## 119 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 120 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 121 3.807783e-05 4.227787e-03 3.399677 0.510799102 0.640839712 -1.044310e-02
## 122 1.694719e-04 1.002074e-02 3.938326 -0.423355125 0.694130391 -3.223705e-02
## 123 5.178084e+00 1.365053e+00 2.316279 0.016872632 0.987881455 -5.144926e+00
## 124 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 125 9.577164e-02 1.803218e-01 2.074160 -0.764457265 0.521985195 -8.877241e-01
## 126 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 127 4.373051e-10 3.215164e-05 2.639413 -0.495336091 0.658621701 -1.266279e-04
## 128 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 129 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 130 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 131 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 132 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 133 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 134 9.780431e+06 1.859390e+03 2.241056 -0.578368934 0.615868766 -8.305105e+03
## 135 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 136 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 137 1.298028e-03 3.124189e-02 3.949198 -0.284346370 0.790430239 -9.606675e-02
## 138 8.333141e-06 1.786978e-03 2.585341 -1.046211946 0.383280298 -8.109022e-03
## 139 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 140 2.699024e-04 1.031059e-02 2.703314 -0.636060702 0.574463143 -4.150544e-02
## 141 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 142 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 143 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 144 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 145 2.468974e-07 2.962153e-04 2.263461 -0.902862960 0.452186082 -1.409833e-03
## 146 3.975348e-04 1.973494e-02 3.629447 1.022231766 0.369902195 -3.689763e-02
## 147 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 148 1.178180e-08 6.939183e-05 2.860418 -0.842816917 0.463959182 -2.855437e-04
## 149 2.052261e+02 9.682706e+00 3.303147 0.219507286 0.839131208 -2.714956e+01
## 150 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 151 2.058323e-04 1.656871e-02 3.199631 -0.004686883 0.996537501 -5.099353e-02
## 152 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 153 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 154 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 155 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 156 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 157 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 158 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 159 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 160 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 161 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 162 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 163 1.047954e-06 5.917820e-04 2.010168 -1.251889845 0.336628279 -3.274776e-03
## 164 2.070635e-06 8.367977e-04 2.058049 -1.170851883 0.359377063 -4.484628e-03
## 165 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 166 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 167 1.770751e-06 9.215714e-04 3.471970 0.257480122 0.811332029 -2.482428e-03
## 168 9.809759e-04 4.828138e-02 2.635722 0.166471989 0.879718367 -1.583565e-01
## 169 3.105129e-04 1.854105e-02 3.453433 -0.640185592 0.562026038 -6.672589e-02
## 170 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 171 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 172 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 173 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 174 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 175 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 176 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 177 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 178 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 179 1.370133e+01 2.137080e+00 2.000000 -0.999998059 0.422650478 -1.133219e+01
## 180 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 181 1.596706e-01 4.845732e-01 3.079653 0.163354727 0.880373219 -1.440650e+00
## 182 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 183 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 184 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 185 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 186 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 187 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 188 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 189 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 190 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 191 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 192 1.749011e+07 2.461155e+03 2.155678 -0.250326686 0.824193613 -1.050546e+04
## 193 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 194 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 195 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 196 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 197 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 198 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 199 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 200 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 201 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 202 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 203 4.454935e-07 3.956284e-04 2.215509 -1.770368146 0.206296981 -2.253426e-03
## 204 1.771445e-02 7.684367e-02 2.000091 -1.042042103 0.406800424 -4.106916e-01
## 205 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 206 1.281786e+02 6.536529e+00 2.000000 -0.999968409 0.422661890 -3.466073e+01
## 207 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 208 1.065859e-05 1.895520e-03 2.045176 -1.501459264 0.269423085 -1.083158e-02
## 209 5.122597e+04 3.780285e+02 2.532990 -0.565413652 0.617934921 -1.552555e+03
## 210 6.989070e-06 1.684390e-03 2.831854 -0.069118331 0.949483660 -5.661542e-03
## 211 9.612319e-02 2.251857e-01 3.739873 -0.383761822 0.721964980 -7.291629e-01
## 212 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 213 1.626658e+00 7.841378e-01 2.526514 -0.400781381 0.720008851 -3.096356e+00
## 214 1.035261e-07 2.057051e-04 2.860761 -0.707767837 0.532388553 -8.186369e-04
## 215 1.001666e+03 2.063020e+01 3.021676 -0.334527959 0.759857228 -7.229023e+01
## 216 1.177608e-03 2.088113e-02 2.437750 -2.392057587 0.116405793 -1.259732e-01
## 217 3.210042e-06 1.206299e-03 3.274628 -0.923242232 0.418747327 -4.776822e-03
## 218 1.967771e-06 1.165394e-03 3.995357 -1.975376009 0.119514183 -5.539228e-03
## 219 4.553941e-05 3.923339e-03 2.056060 -2.429942366 0.132308810 -2.598077e-02
## 220 2.322608e-06 1.104500e-03 3.729585 0.207248552 0.846634093 -2.927387e-03
## 221 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 222 1.596959e-04 7.296085e-03 2.000067 -0.995304595 0.424458249 -3.865334e-02
## 223 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 224 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 225 4.096546e-03 4.013099e-02 2.695246 -0.930643713 0.427648059 -1.736336e-01
## 226 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 227 4.500064e+00 5.719035e+00 2.191822 1.921472023 0.183368729 -1.166530e+01
## 228 2.214707e-06 1.639876e-03 3.324010 0.522077219 0.634434660 -4.086364e-03
## 229 1.904064e-02 8.667186e-02 2.710361 -1.763547609 0.185719460 -4.461272e-01
## 230 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 231 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 232 1.419007e-09 1.404645e-04 2.098190 1.961531669 0.182846576 -3.025340e-04
## 233 3.291292e+01 4.302249e+00 3.867004 -0.205087759 0.847844183 -1.299107e+01
## 234 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 235 1.790944e-01 3.495804e-01 3.997886 -0.244703625 0.818732419 -1.056337e+00
## 236 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 237 6.537149e-02 1.725281e-01 3.291072 -0.061231237 0.954706961 -5.331505e-01
## 238 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 239 4.168423e-01 3.900569e-01 2.376516 -0.650346663 0.572753659 -1.701217e+00
## 240 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 241 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 242 6.151958e-05 7.009618e-02 2.016764 0.992436657 0.424827580 -2.296438e-01
## 243 3.099748e-07 3.460733e-04 2.620789 0.268345262 0.808139088 -1.104371e-03
## 244 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 245 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 246 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 247 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 248 5.477482e-06 1.931496e-03 3.998206 -0.466813401 0.664935825 -6.265289e-03
## 249 2.978175e-04 1.157046e-02 3.243216 -0.460799636 0.674102304 -4.064009e-02
## 250 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 251 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 252 3.091053e-05 4.154552e-03 3.855065 -1.702493190 0.166558523 -1.878104e-02
## 253 2.311548e-03 3.560588e-02 3.822424 -1.643481314 0.178925440 -1.592132e-01
## 254 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 255 8.210067e+01 5.675349e+00 2.686327 -0.643644695 0.570496162 -2.296814e+01
## 256 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 257 4.706074e-05 4.074072e-03 2.231553 0.111754545 0.920272349 -1.544134e-02
## 258 5.948752e-08 1.739845e-04 3.649039 -1.342915425 0.256736394 -7.355912e-04
## 259 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 260 5.089778e-05 4.827966e-03 3.312124 -0.845364975 0.454618490 -1.865863e-02
## 261 2.227875e-06 2.117077e-03 2.764239 -2.215045802 0.121154848 -1.176395e-02
## 262 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 263 2.179276e-04 1.136218e-02 3.938095 2.268037320 0.086962064 -5.973154e-03
## 264 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 265 2.237545e-02 1.180779e-01 3.980551 0.105243987 0.921272168 -3.160425e-01
## 266 2.433325e+00 1.197438e+00 3.932143 0.460026462 0.669782250 -2.796516e+00
## 267 6.832867e-05 6.433849e-03 3.960043 -0.346548395 0.746560296 -2.016418e-02
## 268 1.667013e-07 3.293283e-04 3.997565 0.729069152 0.506377320 -6.744787e-04
## 269 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 270 7.599267e-10 3.378266e-05 3.055211 -0.344143524 0.753066891 -1.180468e-04
## 271 7.481035e-04 1.732099e-02 2.780248 -0.921933163 0.429396921 -7.364062e-02
## 272 1.056340e+02 6.858061e+00 3.206901 -0.103763640 0.923509727 -2.176165e+01
## 273 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 274 3.143830e-03 5.959656e-02 3.424604 -0.135184449 0.900029451 -1.850858e-01
## 275 4.062528e+00 1.890379e+00 3.778518 0.008815642 0.993411840 -5.355454e+00
## 276 5.199775e-02 1.605718e-01 3.575683 -0.165980849 0.877126370 -4.941305e-01
## 277 1.406380e-04 6.905826e-03 2.069188 2.919380922 0.096135141 -8.620557e-03
## 278 1.092929e-03 3.236073e-02 3.661135 0.045893621 0.965787576 -9.173930e-02
## 279 4.367751e-04 1.479002e-02 3.604694 3.140422777 0.040188899 3.544805e-03
## 280 1.478069e-03 2.763091e-02 3.688385 -0.905267480 0.420530661 -1.043541e-01
## 281 1.766929e-05 2.526333e-03 2.332219 4.546362212 0.033569522 1.972638e-03
## 282 1.698043e-03 2.904148e-02 3.580679 -0.815386695 0.465593984 -1.081761e-01
## 283 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 284 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 285 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 286 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 287 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 288 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 289 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 290 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 291 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 292 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 293 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 294 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 295 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 296 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 297 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 298 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 299 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 300 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 301 2.630719e+00 2.035747e+00 3.001404 -0.697118184 0.535872608 -7.896097e+00
## 302 1.212279e-05 3.497764e-03 3.586798 0.468087040 0.666730744 -8.531627e-03
## 303 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 304 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 305 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 306 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 307 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 308 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 309 3.682535e-01 4.230079e-01 3.513719 -0.534856101 0.624777273 -1.467672e+00
## 310 1.652702e-04 8.562244e-03 3.192588 0.644387028 0.562645534 -2.082477e-02
## 311 5.838407e-06 2.276238e-03 3.766865 0.016686435 0.987532790 -6.439157e-03
## 312 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 313 6.091155e-07 8.152629e-04 3.474177 0.594637262 0.588619393 -1.920476e-03
## 314 7.778771e-04 2.276955e-02 4.000000 -0.279691362 0.793581389 -6.958686e-02
## 315 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 316 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 317 2.404028e+00 1.006073e+00 2.984299 -0.620084969 0.579328381 -3.835176e+00
## 318 1.168146e+00 7.375576e-01 3.371951 -0.495787166 0.650583171 -2.573020e+00
## 319 3.941775e-07 4.386690e-04 3.528362 -1.617678465 0.190442035 -1.994539e-03
## 320 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 321 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 322 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 323 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 324 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 325 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 326 2.569143e-01 4.651170e-01 3.833695 2.310277326 0.084868425 -2.392185e-01
## 327 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 328 2.507417e+01 4.904255e+00 3.659583 -0.154753580 0.885169905 -1.488971e+01
## 329 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 330 9.162934e+01 1.012814e+01 3.437555 -0.408476686 0.707061729 -3.416820e+01
## 331 2.542579e-06 2.393829e-03 2.673978 0.152077730 0.889860964 -7.807586e-03
## 332 4.121562e-04 1.919221e-02 3.757520 0.868108003 0.437254856 -3.800914e-02
## 333 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 334 7.212565e-03 5.984759e-02 3.580101 3.141394591 0.040533377 1.386578e-02
## 335 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 336 4.133761e-01 4.960750e-01 3.943359 2.610035510 0.060276772 -9.038905e-02
## 337 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 338 2.360409e-03 9.030693e-02 2.422300 3.906864644 0.043410566 2.247032e-02
## 339 1.654081e-05 2.672183e-03 3.085780 -0.495657376 0.653294285 -9.696380e-03
## 340 5.082407e-01 4.154150e-01 2.074492 -0.926079556 0.449140425 -2.111976e+00
## 341 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 342 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 343 4.128383e+00 1.967010e+00 3.692332 -0.529038722 0.626971244 -6.686157e+00
## 344 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 345 1.521302e-02 1.129732e-01 3.838142 -0.744967532 0.499315537 -4.031116e-01
## 346 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 347 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 348 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 349 2.759546e+00 2.382719e+00 2.745518 -0.484689526 0.663906925 -9.151307e+00
## 350 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 351 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 352 2.784904e-06 1.775821e-03 3.421324 -0.198849296 0.853623840 -5.630550e-03
## 353 4.344885e+01 4.861482e+00 3.806274 0.014500894 0.989158337 -1.370244e+01
## 354 1.889089e-03 2.514310e-02 2.015749 0.925035065 0.451947087 -8.411785e-02
## 355 2.273706e+00 1.054193e+00 3.532103 -0.784868353 0.481807893 -3.913751e+00
## 356 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 357 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 358 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 359 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 360 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 361 4.413670e-05 4.537290e-03 3.377590 -0.123914609 0.908396908 -1.413030e-02
## 362 7.141793e-04 2.567069e-02 3.714008 0.560370060 0.607292193 -5.910572e-02
## 363 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 364 3.771870e-03 4.485331e-02 3.764877 -0.438938339 0.684711997 -1.473486e-01
## 365 3.147650e-05 8.016799e-03 2.751804 1.597568379 0.216470325 -1.405816e-02
## 366 2.306766e-05 3.575675e-03 3.841976 0.097160872 0.927454759 -9.743381e-03
## 367 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 368 5.469020e+02 1.430225e+01 2.481118 -0.757750224 0.514020155 -6.224260e+01
## 369 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 370 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 371 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 372 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 373 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 374 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 375 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 376 3.565152e-04 1.908150e-02 3.569621 -0.614324165 0.575973415 -6.731771e-02
## 377 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 378 4.838848e-01 4.664885e-01 3.244853 3.458171631 0.036015572 1.900284e-01
## 379 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 380 1.162133e-05 8.555837e-02 2.002118 1.704456732 0.230279391 -2.219245e-01
## 381 1.997338e-03 7.569368e-02 2.516981 4.060486920 0.037266284 3.807600e-02
## 382 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 383 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 384 4.323588e-04 1.748903e-02 3.986759 -0.041541880 0.968861076 -4.934752e-02
## 385 1.069535e-09 3.527706e-05 3.383038 0.649403871 0.557496031 -8.249888e-05
## 386 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 387 4.564893e-07 9.580450e-04 2.764710 0.127044763 0.907573832 -3.079393e-03
## 388 5.522169e-06 2.336058e-03 3.617028 -0.479845486 0.658893853 -7.886907e-03
## 389 3.856306e-02 1.519938e-01 3.949718 -0.514588802 0.634294305 -5.023439e-01
## 390 2.351215e-06 8.926277e-04 2.066564 -1.661525037 0.234495677 -5.207644e-03
## 391 6.585307e-05 5.806053e-03 3.664995 -0.403306867 0.709130035 -1.905989e-02
## 392 5.026173e-03 8.567048e-02 3.087985 -1.069400673 0.361266954 -3.599153e-01
## 393 2.904666e-06 1.461635e-03 3.965272 -0.174281008 0.870180306 -4.326939e-03
## 394 6.437358e+06 2.179929e+03 3.962784 0.068605669 0.948625544 -5.925381e+03
## 395 1.211698e-09 3.594244e-05 3.507540 0.671409068 0.543559440 -8.143620e-05
## 396 1.050480e-03 2.059898e-01 2.033282 1.450317620 0.282116603 -5.737937e-01
## 397 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 398 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 399 1.676497e-04 8.376843e-03 2.959968 -0.786427512 0.489724858 -3.345177e-02
## 400 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 401 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 402 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 403 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 404 1.386243e-06 1.095203e-03 3.799820 0.751643182 0.496133077 -2.281799e-03
## 405 2.389840e-01 4.392132e-01 3.882322 -1.393077477 0.238058785 -1.846026e+00
## 406 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 407 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 408 1.690992e-06 9.706676e-04 3.851307 0.086869916 0.935102801 -2.652219e-03
## 409 3.927141e+00 2.222006e+00 3.276946 -1.563444061 0.208276404 -1.021904e+01
## 410 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 411 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 412 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 413 1.367181e-09 4.256163e-05 3.208061 0.769117589 0.494487235 -9.787862e-05
## 414 1.185335e-03 2.691995e-02 3.967549 -0.604298531 0.578497498 -9.125117e-02
## 415 4.547708e+00 1.464445e+00 3.415470 -1.837991145 0.152066889 -7.047287e+00
## 416 3.281837e+00 1.143264e+00 2.750731 -1.207868493 0.320623446 -5.213111e+00
## 417 4.345202e-03 5.052908e-02 3.928839 -1.110196087 0.330199132 -1.973962e-01
## 418 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 419 2.136468e-02 2.086915e-01 2.753151 1.050140728 0.376970795 -4.799862e-01
## 420 2.784958e-02 1.047739e-01 2.706543 1.896983675 0.163979982 -1.560984e-01
## 421 4.857706e-06 1.297431e-03 2.158080 -0.321752282 0.776159603 -5.625733e-03
## 422 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 423 4.230273e-02 1.219498e-01 2.218015 -1.412014890 0.281908981 -6.504496e-01
## 424 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 425 6.620063e+00 1.749445e+00 3.346220 -0.611319097 0.580039015 -6.324872e+00
## 426 7.309851e-04 2.073051e-02 3.929485 0.519091255 0.631559555 -4.720573e-02
## 427 1.367181e-09 3.625951e-05 3.655991 0.807223609 0.468763144 -7.525122e-05
## 428 1.381523e+00 1.002316e+00 3.972478 -0.839052135 0.448963475 -3.631490e+00
## 429 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 430 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 431 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 432 4.824041e-04 5.322131e-02 2.239878 2.004212035 0.169102682 -1.003584e-01
## 433 8.818006e-01 6.474540e-01 3.442642 6.010447477 0.006156862 1.973063e+00
## 434 1.109817e-07 3.247900e-04 3.672514 2.422301970 0.078281212 -1.476378e-04
## 435 2.278087e-05 2.837098e-03 2.239079 -0.896358705 0.455826327 -1.358232e-02
## 436 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 437 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 438 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 439 4.580943e-05 6.144023e-03 3.859237 0.020614099 0.984574985 -1.718009e-02
## 440 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 441 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 442 1.367181e-09 5.117284e-05 2.806970 2.221530817 0.118999014 -5.569543e-05
## 443 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 444 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 445 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 446 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 447 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 448 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 449 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 450 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 451 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 452 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 453 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 454 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 455 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 456 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 457 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 458 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 459 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 460 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 461 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 462 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 463 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 464 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 465 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 466 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 467 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 468 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 469 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 470 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 471 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 472 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 473 7.421153e-06 1.792850e-03 3.099030 -0.961418639 0.405205024 -7.327556e-03
## 474 5.173370e+01 4.440729e+00 2.562617 0.004822156 0.996502617 -1.557856e+01
## 475 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 476 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 477 1.012549e-03 2.039088e-02 2.880275 -0.547055016 0.623864102 -7.760080e-02
## 478 4.453036e-05 4.298721e-03 2.924259 -0.653226741 0.561315006 -1.669114e-02
## 479 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 480 8.622870e-07 7.205270e-04 3.954482 0.570895575 0.598945688 -1.598272e-03
## 481 1.758617e-06 1.874706e-03 2.769888 -0.503458649 0.651926704 -7.200426e-03
## 482 1.673894e-07 3.568516e-04 3.939733 0.206861757 0.846368298 -9.229660e-04
## 483 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 484 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 485 5.726074e-06 1.750017e-03 3.770930 0.536328571 0.621796842 -4.038890e-03
## 486 8.746612e-01 6.182220e-01 3.133997 -0.659107522 0.555044589 -2.328190e+00
## 487 8.515837e-06 2.308407e-03 3.982966 -2.159311838 0.097256671 -1.140456e-02
## 488 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 489 4.074938e-06 2.194213e-03 3.361691 0.873728566 0.440212412 -4.659440e-03
## 490 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 491 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 492 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 493 1.077595e-08 2.740634e-04 2.200392 0.651539642 0.576176914 -9.034736e-04
## 494 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 495 6.245944e-06 4.220364e-03 2.520331 0.730829635 0.526849276 -1.191526e-02
## 496 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 497 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 498 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 499 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 500 4.773154e-01 4.130733e-01 2.288219 -0.365280790 0.745951690 -1.730002e+00
## 501 7.840738e-02 4.677557e-01 2.532826 0.656109529 0.566394350 -1.349763e+00
## 502 2.984519e+01 3.870267e+00 3.610789 -0.969735215 0.392556842 -1.497130e+01
## 503 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 504 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 505 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 506 1.424892e-05 2.670500e-03 3.602867 -0.914332531 0.417546786 -1.018993e-02
## 507 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 508 5.318165e-06 1.482892e-03 2.909223 -0.268846016 0.805981020 -5.202302e-03
## 509 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 510 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 511 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 512 8.702982e-06 5.770903e-03 2.378237 0.092947013 0.933199250 -2.086824e-02
## 513 3.823196e-01 4.808918e-01 3.958693 0.014509515 0.989125235 -1.333705e+00
## 514 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 515 1.399317e-08 7.451408e-05 2.734848 -0.378597395 0.732440370 -2.789003e-04
## 516 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 517 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 518 1.415507e+00 7.278261e-01 2.483527 -0.665296699 0.562359662 -3.098336e+00
## 519 1.134176e+03 2.042954e+01 2.411442 -0.644854813 0.575022318 -8.815768e+01
## 520 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 521 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 522 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 523 8.673076e-02 2.175816e-01 3.813183 -0.869491529 0.435879666 -8.051421e-01
## 524 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 525 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 526 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 527 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 528 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 529 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 530 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 531 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 532 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 533 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 534 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 535 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 536 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 537 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 538 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 539 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 540 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 541 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 542 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 543 4.861222e-06 1.252456e-02 2.041747 0.227082971 0.841075944 -5.000248e-02
## 544 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 545 9.279403e-01 6.598216e-01 3.397921 -0.154470931 0.885967170 -2.069283e+00
## 546 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 547 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 548 4.776342e-04 1.998386e-02 3.842202 -0.896297422 0.422695967 -7.430590e-02
## 549 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 550 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 551 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 552 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 553 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 554 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 555 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 556 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 557 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 558 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 559 4.124435e+05 3.707845e+02 2.000000 -0.999999908 0.422649766 -1.966142e+03
## 560 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 561 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 562 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 563 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 564 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 565 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 566 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 567 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 568 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 569 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 570 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 571 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 572 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 573 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 574 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 575 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 576 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 577 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 578 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 579 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 580 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 581 4.123491e-02 2.122963e-01 3.471786 0.150074481 0.889011185 -5.946779e-01
## 582 4.758711e-04 3.027249e-02 2.802139 1.390785074 0.264459304 -5.820318e-02
## 583 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 584 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 585 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 586 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 587 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 588 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 589 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 590 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 591 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 592 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 593 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 594 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 595 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 596 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 597 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 598 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 599 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 600 2.603357e-02 1.528783e-01 3.751437 -0.343388320 0.749679447 -4.882796e-01
## 601 1.153591e-05 4.318155e-03 2.973485 1.339869246 0.273479991 -8.026119e-03
## 602 9.447339e-07 6.984509e-04 3.687601 -0.704022223 0.523319740 -2.497476e-03
## 603 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 604 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 605 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 606 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 607 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 608 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 609 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 610 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 611 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 612 2.862845e-08 1.181081e-04 3.522471 0.031318936 0.976707623 -3.425202e-04
## 613 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 614 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 615 1.866457e-06 7.893289e-04 2.005709 -1.831858992 0.208080597 -4.832901e-03
## 616 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 617 4.470311e-02 1.431033e-01 3.313229 -0.357825756 0.742072894 -4.832105e-01
## 618 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 619 5.553639e-06 1.651755e-03 3.547726 -1.793248174 0.156464813 -7.788047e-03
## 620 1.969738e-05 4.033700e-03 3.856452 -1.306283638 0.263915423 -1.663484e-02
## 621 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 622 4.958875e-07 6.189426e-04 3.926266 -0.133087877 0.900665406 -1.813637e-03
## 623 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 624 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 625 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 626 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 627 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 628 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 629 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 630 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 631 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 632 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 633 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 634 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 635 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 636 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 637 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 638 3.539901e+03 8.225921e+01 2.808773 0.008898465 0.993493990 -2.714309e+02
## 639 2.549218e+01 8.607833e+00 2.509603 2.521136807 0.102495064 -8.984430e+00
## 640 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 641 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 642 1.980574e-01 4.188352e-01 3.769443 -0.305925916 0.775805893 -1.319601e+00
## 643 1.417989e-03 3.651383e-02 3.687786 0.663897923 0.545946611 -8.061350e-02
## 644 7.399360e-02 2.723439e-01 3.596547 0.972488146 0.391576554 -5.259532e-01
## 645 1.596231e-06 7.564210e-04 2.299727 -0.692539992 0.551919364 -3.403943e-03
## 646 1.672496e-01 2.669640e-01 3.033450 0.648201370 0.562575848 -6.712768e-01
## 647 2.096193e+00 2.108969e+00 2.720481 -0.273424214 0.803950367 -7.695823e+00
## 648 4.792584e+00 1.882188e+00 3.961863 -1.068938557 0.345851629 -7.257632e+00
## 649 3.496890e-04 1.712667e-02 3.838341 1.067984224 0.348040422 -3.006059e-02
## 650 1.386089e-05 2.744423e-03 3.804202 -0.782764351 0.479616324 -9.925164e-03
## 651 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 652 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 653 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 654 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 655 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 656 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 657 1.042543e-05 2.404060e-03 3.842323 0.354920633 0.741268598 -5.930915e-03
## 658 2.345306e-07 3.356076e-04 3.476203 -0.653862637 0.553901173 -1.209310e-03
## 659 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 660 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 661 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 662 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 663 2.412600e-09 4.113586e-05 3.990224 0.374498907 0.727085589 -9.891658e-05
## 664 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 665 1.545868e-09 4.139987e-05 3.451339 3.439827512 0.033180603 1.988614e-05
## 666 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 667 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 668 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 669 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 670 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 671 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 672 3.976858e-04 1.278781e-02 2.886040 1.480421211 0.238780968 -2.268955e-02
## 673 3.471794e+00 1.075762e+00 2.000000 -0.999964816 0.422663273 -5.704356e+00
## 674 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 675 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 676 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 677 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 678 1.966450e+02 1.376858e+01 3.652463 2.403475415 0.080193091 -6.613423e+00
## 679 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 680 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 681 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 682 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 683 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 684 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 685 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 686 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 687 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 688 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 689 2.836050e-05 5.223382e-03 3.655429 -1.377617476 0.246636952 -2.225363e-02
## 690 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 691 7.339056e-05 6.086964e-03 3.627335 -0.763734165 0.491661894 -2.225623e-02
## 692 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 693 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 694 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 695 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 696 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 697 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 698 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 699 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 700 7.081627e-07 5.094448e-04 2.393973 -0.644973357 0.575323541 -2.208690e-03
## 701 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 702 1.046386e-01 1.949744e-01 2.356697 -0.071050203 0.948938967 -7.420961e-01
## 703 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 704 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 705 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 706 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 707 7.437770e-08 3.714032e-04 2.836313 0.434385128 0.694917409 -1.060181e-03
## 708 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 709 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 710 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 711 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 712 2.195159e+01 2.754924e+00 2.148710 -0.457761401 0.689278699 -1.236212e+01
## 713 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 714 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 715 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 716 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 717 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 718 1.566717e+03 2.285255e+01 2.000000 -0.999999819 0.422649801 -1.211791e+02
## 719 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 720 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 721 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 722 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 723 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 724 6.422745e-07 1.107930e-03 2.808926 1.218924202 0.315270497 -2.315093e-03
## 725 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 726 1.367181e-09 3.665633e-05 3.624909 0.692628455 0.530338459 -8.067598e-05
## 727 5.209923e-11 3.008863e-05 2.078201 0.018663244 0.986747485 -1.243413e-04
## conf.high mean.null alternative conf.level
## 1 8.318148e-01 0 two.sided 0.95
## 2 1.685674e-02 0 two.sided 0.95
## 3 4.389460e+00 0 two.sided 0.95
## 4 1.132284e-02 0 two.sided 0.95
## 5 5.811626e+00 0 two.sided 0.95
## 6 3.197660e-04 0 two.sided 0.95
## 7 8.199839e-01 0 two.sided 0.95
## 8 2.508625e-01 0 two.sided 0.95
## 9 4.081709e+00 0 two.sided 0.95
## 10 7.764726e-03 0 two.sided 0.95
## 11 2.299895e-01 0 two.sided 0.95
## 12 1.077649e-02 0 two.sided 0.95
## 13 1.121125e+00 0 two.sided 0.95
## 14 5.156511e-03 0 two.sided 0.95
## 15 1.515292e+00 0 two.sided 0.95
## 16 9.543405e-03 0 two.sided 0.95
## 17 8.872445e-04 0 two.sided 0.95
## 18 1.314544e-04 0 two.sided 0.95
## 19 9.924074e+00 0 two.sided 0.95
## 20 3.057714e-02 0 two.sided 0.95
## 21 1.314544e-04 0 two.sided 0.95
## 22 1.314544e-04 0 two.sided 0.95
## 23 6.310096e-01 0 two.sided 0.95
## 24 1.314544e-04 0 two.sided 0.95
## 25 9.077564e+00 0 two.sided 0.95
## 26 8.982018e-01 0 two.sided 0.95
## 27 4.927564e-01 0 two.sided 0.95
## 28 9.848353e-03 0 two.sided 0.95
## 29 2.393999e-02 0 two.sided 0.95
## 30 1.439925e-04 0 two.sided 0.95
## 31 1.557500e-03 0 two.sided 0.95
## 32 1.014629e-02 0 two.sided 0.95
## 33 1.314544e-04 0 two.sided 0.95
## 34 6.834615e-04 0 two.sided 0.95
## 35 1.314544e-04 0 two.sided 0.95
## 36 1.314544e-04 0 two.sided 0.95
## 37 1.314544e-04 0 two.sided 0.95
## 38 1.314544e-04 0 two.sided 0.95
## 39 1.314544e-04 0 two.sided 0.95
## 40 1.314544e-04 0 two.sided 0.95
## 41 1.314544e-04 0 two.sided 0.95
## 42 1.314544e-04 0 two.sided 0.95
## 43 4.382569e-04 0 two.sided 0.95
## 44 1.314544e-04 0 two.sided 0.95
## 45 1.108808e-01 0 two.sided 0.95
## 46 3.374934e-01 0 two.sided 0.95
## 47 1.914797e-02 0 two.sided 0.95
## 48 8.665508e+00 0 two.sided 0.95
## 49 2.153974e+01 0 two.sided 0.95
## 50 1.314544e-04 0 two.sided 0.95
## 51 1.314544e-04 0 two.sided 0.95
## 52 3.519553e+01 0 two.sided 0.95
## 53 1.314544e-04 0 two.sided 0.95
## 54 3.926817e+00 0 two.sided 0.95
## 55 1.314544e-04 0 two.sided 0.95
## 56 8.784249e-05 0 two.sided 0.95
## 57 4.666631e+00 0 two.sided 0.95
## 58 5.105067e-02 0 two.sided 0.95
## 59 6.312029e-01 0 two.sided 0.95
## 60 1.314544e-04 0 two.sided 0.95
## 61 5.680513e-01 0 two.sided 0.95
## 62 1.361203e-01 0 two.sided 0.95
## 63 3.028540e-01 0 two.sided 0.95
## 64 1.977111e+00 0 two.sided 0.95
## 65 4.301945e-01 0 two.sided 0.95
## 66 1.314544e-04 0 two.sided 0.95
## 67 1.834443e-03 0 two.sided 0.95
## 68 3.315519e+00 0 two.sided 0.95
## 69 8.197418e+00 0 two.sided 0.95
## 70 9.074700e+00 0 two.sided 0.95
## 71 1.314544e-04 0 two.sided 0.95
## 72 9.104861e-03 0 two.sided 0.95
## 73 2.565190e+00 0 two.sided 0.95
## 74 5.567628e+00 0 two.sided 0.95
## 75 1.045516e-01 0 two.sided 0.95
## 76 1.314544e-04 0 two.sided 0.95
## 77 7.199396e+00 0 two.sided 0.95
## 78 3.084129e+00 0 two.sided 0.95
## 79 5.838346e+04 0 two.sided 0.95
## 80 3.757520e-03 0 two.sided 0.95
## 81 3.887507e-03 0 two.sided 0.95
## 82 1.048498e-01 0 two.sided 0.95
## 83 1.256470e-03 0 two.sided 0.95
## 84 5.171310e-03 0 two.sided 0.95
## 85 1.110836e-02 0 two.sided 0.95
## 86 5.360098e+00 0 two.sided 0.95
## 87 1.314544e-04 0 two.sided 0.95
## 88 4.431655e+00 0 two.sided 0.95
## 89 1.908466e+00 0 two.sided 0.95
## 90 1.314544e-04 0 two.sided 0.95
## 91 3.494721e-04 0 two.sided 0.95
## 92 2.044307e-01 0 two.sided 0.95
## 93 1.314544e-04 0 two.sided 0.95
## 94 3.341026e-02 0 two.sided 0.95
## 95 1.147786e-03 0 two.sided 0.95
## 96 6.180243e+00 0 two.sided 0.95
## 97 1.314544e-04 0 two.sided 0.95
## 98 1.314544e-04 0 two.sided 0.95
## 99 7.664492e-01 0 two.sided 0.95
## 100 5.337234e-01 0 two.sided 0.95
## 101 2.073185e-02 0 two.sided 0.95
## 102 3.227726e-03 0 two.sided 0.95
## 103 9.930229e-02 0 two.sided 0.95
## 104 6.615634e-04 0 two.sided 0.95
## 105 1.124724e-01 0 two.sided 0.95
## 106 1.314544e-04 0 two.sided 0.95
## 107 3.594621e-01 0 two.sided 0.95
## 108 3.764318e-01 0 two.sided 0.95
## 109 3.552821e+01 0 two.sided 0.95
## 110 1.314544e-04 0 two.sided 0.95
## 111 2.828735e+01 0 two.sided 0.95
## 112 2.421413e-03 0 two.sided 0.95
## 113 2.659032e+00 0 two.sided 0.95
## 114 1.314544e-04 0 two.sided 0.95
## 115 1.483147e-01 0 two.sided 0.95
## 116 1.430319e+01 0 two.sided 0.95
## 117 3.094751e-03 0 two.sided 0.95
## 118 8.854809e-03 0 two.sided 0.95
## 119 1.314544e-04 0 two.sided 0.95
## 120 1.314544e-04 0 two.sided 0.95
## 121 1.476220e-02 0 two.sided 0.95
## 122 2.375239e-02 0 two.sided 0.95
## 123 5.190990e+00 0 two.sided 0.95
## 124 1.314544e-04 0 two.sided 0.95
## 125 6.120275e-01 0 two.sided 0.95
## 126 1.314544e-04 0 two.sided 0.95
## 127 9.477613e-05 0 two.sided 0.95
## 128 1.314544e-04 0 two.sided 0.95
## 129 1.314544e-04 0 two.sided 0.95
## 130 1.314544e-04 0 two.sided 0.95
## 131 1.314544e-04 0 two.sided 0.95
## 132 1.314544e-04 0 two.sided 0.95
## 133 1.314544e-04 0 two.sided 0.95
## 134 6.154278e+03 0 two.sided 0.95
## 135 1.314544e-04 0 two.sided 0.95
## 136 1.314544e-04 0 two.sided 0.95
## 137 7.829972e-02 0 two.sided 0.95
## 138 4.369907e-03 0 two.sided 0.95
## 139 1.314544e-04 0 two.sided 0.95
## 140 2.838913e-02 0 two.sided 0.95
## 141 1.314544e-04 0 two.sided 0.95
## 142 1.314544e-04 0 two.sided 0.95
## 143 1.314544e-04 0 two.sided 0.95
## 144 1.314544e-04 0 two.sided 0.95
## 145 8.749493e-04 0 two.sided 0.95
## 146 7.724500e-02 0 two.sided 0.95
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## 581 6.583984e-01 0 two.sided 0.95
## 582 1.424082e-01 0 two.sided 0.95
## 583 1.314544e-04 0 two.sided 0.95
## 584 1.314544e-04 0 two.sided 0.95
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## 705 1.314544e-04 0 two.sided 0.95
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## 710 1.314544e-04 0 two.sided 0.95
## 711 1.314544e-04 0 two.sided 0.95
## 712 9.839921e+00 0 two.sided 0.95
## 713 1.314544e-04 0 two.sided 0.95
## 714 1.314544e-04 0 two.sided 0.95
## 715 1.314544e-04 0 two.sided 0.95
## 716 1.314544e-04 0 two.sided 0.95
## 717 1.314544e-04 0 two.sided 0.95
## 718 7.547403e+01 0 two.sided 0.95
## 719 1.314544e-04 0 two.sided 0.95
## 720 1.314544e-04 0 two.sided 0.95
## 721 1.314544e-04 0 two.sided 0.95
## 722 1.314544e-04 0 two.sided 0.95
## 723 1.314544e-04 0 two.sided 0.95
## 724 5.016058e-03 0 two.sided 0.95
## 725 1.314544e-04 0 two.sided 0.95
## 726 1.314544e-04 0 two.sided 0.95
## 727 1.254644e-04 0 two.sided 0.95Agregar el valor de P de cada miRNA a la tabla de DosDCT
Estadistica <- DosDCT %>%
mutate(PValue = t_Student$pvalue,
LogPV = -log10(PValue)) %>%
mutate(DosDCT_Cx = (A+B+C)/3,
DosDCT_Tx = (D+E+F)/3,
FoldChange = DosDCT_Tx/DosDCT_Cx,
LogFC = log2(FoldChange)) %>%
select(-A:-F)
Estadistica## # A tibble: 727 × 7
## miRNA PValue LogPV DosDCT_Cx DosDCT_Tx FoldChange LogFC
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 mmu-let-7a 0.878 0.0565 1.39 1.43 1.03 0.0463
## 2 mmu-let-7a# 0.423 0.374 0.0307 0.0269 0.877 -0.189
## 3 mmu-let-7b 0.660 0.180 3.01 2.52 0.836 -0.259
## 4 mmu-let-7b# 0.423 0.374 0.000213 0.00364 17.1 4.10
## 5 mmu-let-7c 0.658 0.182 6.43 5.74 0.892 -0.165
## 6 mmu-let-7c-1# 0.337 0.472 0.000213 0.000359 1.69 0.755
## 7 mmu-let-7d 0.760 0.119 1.40 1.32 0.939 -0.0915
## 8 mmu-let-7d# 0.193 0.714 0.0779 0.000187 0.00240 -8.70
## 9 mmu-let-7e 0.912 0.0402 8.07 8.23 1.02 0.0285
## 10 mmu-let-7e# 0.112 0.951 0.00614 0.00294 0.479 -1.06
## # ℹ 717 more rowsGráfica Volcano-Plot
V_plot <- ggplot(Estadistica,
aes(x = LogFC,
y = LogPV))+
geom_point( color = "#0C1E85")+
theme_classic()+
labs(title = "V-plot",
subtitle = "Análisis miRNAs",
caption = "Diseñado por: Manuel Lara",
x = "Log2 (FC)",
y = "-Log10 (p)")
V_plot