Skip to contents

Convert beta values to M values

Usage

beta2M(x, alpha = 1e-06)

Arguments

x

scalar, matrix, or data frame of beta values

alpha

a small number to avoid log(0), default is 1e-6

Value

M values

Examples

beta2M(meth_df)
#>               sample_1      sample_2      sample_3      sample_4      sample_5
#> site_1     2.928745062   2.928745062   2.928745062   2.928745062   2.928745062
#> site_2     2.664808111   2.664808111   2.664808111   2.664808111   2.664808111
#> site_3    -0.892866810  -0.892866810  -0.892866810  -0.892866810  -0.892866810
#> site_4     0.615326573   0.615326573   0.615326573   0.615326573   0.615326573
#> site_5    -3.198072891  -3.198072891  -3.198072891  -3.198072891  -3.198072891
#> site_6     0.576017084   0.576017084   0.576017084   0.576017084   0.576017084
#> site_7    -5.250192066  -5.250192066  -5.250192066  -5.250192066  -5.250192066
#> site_8     0.625973601   0.625973601   0.625973601   0.625973601   0.625973601
#> site_9     1.628374409   1.628374409   1.628374409   1.628374409   1.628374409
#> site_10    4.660966012   4.660966012   4.660966012   4.660966012   4.660966012
#> site_11   -0.558284028  -0.558284028  -0.558284028  -0.558284028  -0.558284028
#> site_12    3.594281953   3.594281953   3.594281953   3.594281953   3.594281953
#> site_13   -1.041619076  -1.041619076  -1.041619076  -1.041619076  -1.041619076
#> site_14    1.030600623   1.030600623   1.030600623   1.030600623   1.030600623
#> site_15   -8.233501418  -8.233501418  -8.233501418  -8.233501418  -8.233501418
#> site_16  -18.436793497 -18.436793497 -18.436793497 -18.436793497 -18.436793497
#> site_17   -5.569992352  -5.569992352  -5.569992352  -5.569992352  -5.569992352
#> site_18    1.455566268   1.455566268   1.455566268   1.455566268   1.455566268
#> site_19    0.557754652   0.557754652   0.557754652   0.557754652   0.557754652
#> site_20    2.375006660   2.375006660   2.375006660   2.375006660   2.375006660
#> site_21    0.189044255   0.189044255   0.189044255   0.189044255   0.189044255
#> site_22    1.564752811   1.564752811   1.564752811   1.564752811   1.564752811
#> site_23    0.195423365   0.195423365   0.195423365   0.195423365   0.195423365
#> site_24    3.600539932   3.600539932   3.600539932   3.600539932   3.600539932
#> site_25   -1.599411232  -1.599411232  -1.599411232  -1.599411232  -1.599411232
#> site_26    0.927213647   0.927213647   0.927213647   0.927213647   0.927213647
#> site_27   -5.825309358  -5.825309358  -5.825309358  -5.825309358  -5.825309358
#> site_28    0.240137781   0.240137781   0.240137781   0.240137781   0.240137781
#> site_29    1.500601552   1.500601552   1.500601552   1.500601552   1.500601552
#> site_30  -16.605181629 -16.605181629 -16.605181629 -16.605181629 -16.605181629
#> site_31   -0.617347390  -0.617347390  -0.617347390  -0.617347390  -0.617347390
#> site_32    5.497367239   5.497367239   5.497367239   5.497367239   5.497367239
#> site_33    2.493398251   2.493398251   2.493398251   2.493398251   2.493398251
#> site_34   -3.468001814  -3.468001814  -3.468001814  -3.468001814  -3.468001814
#> site_35   -0.963477428  -0.963477428  -0.963477428  -0.963477428  -0.963477428
#> site_36    4.710303841   4.710303841   4.710303841   4.710303841   4.710303841
#> site_37    4.411444161   4.411444161   4.411444161   4.411444161   4.411444161
#> site_38   -2.408180311  -2.408180311  -2.408180311  -2.408180311  -2.408180311
#> site_39   -1.836769320  -1.836769320  -1.836769320  -1.836769320  -1.836769320
#> site_40   -3.074257909  -3.074257909  -3.074257909  -3.074257909  -3.074257909
#> site_41   -0.884296906  -0.884296906  -0.884296906  -0.884296906  -0.884296906
#> site_42   -4.331966079  -4.331966079  -4.331966079  -4.331966079  -4.331966079
#> site_43    0.377706333   0.377706333   0.377706333   0.377706333   0.377706333
#> site_44   -0.727623501  -0.727623501  -0.727623501  -0.727623501  -0.727623501
#> site_45    5.914542834   5.914542834   5.914542834   5.914542834   5.914542834
#> site_46    2.657311342   2.657311342   2.657311342   2.657311342   2.657311342
#> site_47   -9.157600527  -9.157600527  -9.157600527  -9.157600527  -9.157600527
#> site_48    0.933884730   0.933884730   0.933884730   0.933884730   0.933884730
#> site_49    5.028107452   5.028107452   5.028107452   5.028107452   5.028107452
#> site_50   -1.902044818  -1.902044818  -1.902044818  -1.902044818  -1.902044818
#> site_51   -2.233681673  -2.233681673  -2.233681673  -2.233681673  -2.233681673
#> site_52    1.648572764   1.648572764   1.648572764   1.648572764   1.648572764
#> site_53   10.117711198  10.117711198  10.117711198  10.117711198  10.117711198
#> site_54   -2.224742433  -2.224742433  -2.224742433  -2.224742433  -2.224742433
#> site_55    2.263446968   2.263446968   2.263446968   2.263446968   2.263446968
#> site_56    8.298118774   8.298118774   8.298118774   8.298118774   8.298118774
#> site_57   -6.434094871  -6.434094871  -6.434094871  -6.434094871  -6.434094871
#> site_58    0.900985741   0.900985741   0.900985741   0.900985741   0.900985741
#> site_59    0.872019950   0.872019950   0.872019950   0.872019950   0.872019950
#> site_60   -2.619879883  -2.619879883  -2.619879883  -2.619879883  -2.619879883
#> site_61   -0.135981085  -0.135981085  -0.135981085  -0.135981085  -0.135981085
#> site_62    1.562885741   1.562885741   1.562885741   1.562885741   1.562885741
#> site_63   18.115301860  18.115301860  18.115301860  18.115301860  18.115301860
#> site_64    0.236861693   0.236861693   0.236861693   0.236861693   0.236861693
#> site_65    0.652801858   0.652801858   0.652801858   0.652801858   0.652801858
#> site_66   -1.718077801  -1.718077801  -1.718077801  -1.718077801  -1.718077801
#> site_67   -0.157193499  -0.157193499  -0.157193499  -0.157193499  -0.157193499
#> site_68    5.008102543   5.008102543   5.008102543   5.008102543   5.008102543
#> site_69   -0.918693759  -0.918693759  -0.918693759  -0.918693759  -0.918693759
#> site_70   -7.417798119  -7.417798119  -7.417798119  -7.417798119  -7.417798119
#> site_71   -0.341224041  -0.341224041  -0.341224041  -0.341224041  -0.341224041
#> site_72    9.273190960   9.273190960   9.273190960   9.273190960   9.273190960
#> site_73   -5.006328768  -5.006328768  -5.006328768  -5.006328768  -5.006328768
#> site_74   10.154015014  10.154015014  10.154015014  10.154015014  10.154015014
#> site_75   -3.341814977  -3.341814977  -3.341814977  -3.341814977  -3.341814977
#> site_76   -2.166202468  -2.166202468  -2.166202468  -2.166202468  -2.166202468
#> site_77   -0.007638935  -0.007638935  -0.007638935  -0.007638935  -0.007638935
#> site_78    4.746913131   4.746913131   4.746913131   4.746913131   4.746913131
#> site_79   -2.702558195  -2.702558195  -2.702558195  -2.702558195  -2.702558195
#> site_80   -0.182294060  -0.182294060  -0.182294060  -0.182294060  -0.182294060
#> site_81    1.080184775   1.080184775   1.080184775   1.080184775   1.080184775
#> site_82   11.387617587  11.387617587  11.387617587  11.387617587  11.387617587
#> site_83   -3.276508646  -3.276508646  -3.276508646  -3.276508646  -3.276508646
#> site_84   -2.405400344  -2.405400344  -2.405400344  -2.405400344  -2.405400344
#> site_85   -8.765348572  -8.765348572  -8.765348572  -8.765348572  -8.765348572
#> site_86    1.148538215   1.148538215   1.148538215   1.148538215   1.148538215
#> site_87   -5.114282137  -5.114282137  -5.114282137  -5.114282137  -5.114282137
#> site_88    2.215667101   2.215667101   2.215667101   2.215667101   2.215667101
#> site_89    3.188745093   3.188745093   3.188745093   3.188745093   3.188745093
#> site_90    3.233860355   3.233860355   3.233860355   3.233860355   3.233860355
#> site_91    6.296579626   6.296579626   6.296579626   6.296579626   6.296579626
#> site_92   -2.042273366  -2.042273366  -2.042273366  -2.042273366  -2.042273366
#> site_93   -5.085756903  -5.085756903  -5.085756903  -5.085756903  -5.085756903
#> site_94    1.980851533   1.980851533   1.980851533   1.980851533   1.980851533
#> site_95    0.449625563   0.449625563   0.449625563   0.449625563   0.449625563
#> site_96   -4.150841973  -4.150841973  -4.150841973  -4.150841973  -4.150841973
#> site_97    0.648130605   0.648130605   0.648130605   0.648130605   0.648130605
#> site_98   -3.242997760  -3.242997760  -3.242997760  -3.242997760  -3.242997760
#> site_99   -3.110874884  -3.110874884  -3.110874884  -3.110874884  -3.110874884
#> site_100  -2.800526563  -2.800526563  -2.800526563  -2.800526563  -2.800526563
#>               sample_6      sample_7      sample_8      sample_9     sample_10
#> site_1     2.928745062   2.928745062   2.928745062   2.928745062   2.928745062
#> site_2     2.664808111   2.664808111   2.664808111   2.664808111   2.664808111
#> site_3    -0.892866810  -0.892866810  -0.892866810  -0.892866810  -0.892866810
#> site_4     0.615326573   0.615326573   0.615326573   0.615326573   0.615326573
#> site_5    -3.198072891  -3.198072891  -3.198072891  -3.198072891  -3.198072891
#> site_6     0.576017084   0.576017084   0.576017084   0.576017084   0.576017084
#> site_7    -5.250192066  -5.250192066  -5.250192066  -5.250192066  -5.250192066
#> site_8     0.625973601   0.625973601   0.625973601   0.625973601   0.625973601
#> site_9     1.628374409   1.628374409   1.628374409   1.628374409   1.628374409
#> site_10    4.660966012   4.660966012   4.660966012   4.660966012   4.660966012
#> site_11   -0.558284028  -0.558284028  -0.558284028  -0.558284028  -0.558284028
#> site_12    3.594281953   3.594281953   3.594281953   3.594281953   3.594281953
#> site_13   -1.041619076  -1.041619076  -1.041619076  -1.041619076  -1.041619076
#> site_14    1.030600623   1.030600623   1.030600623   1.030600623   1.030600623
#> site_15   -8.233501418  -8.233501418  -8.233501418  -8.233501418  -8.233501418
#> site_16  -18.436793497 -18.436793497 -18.436793497 -18.436793497 -18.436793497
#> site_17   -5.569992352  -5.569992352  -5.569992352  -5.569992352  -5.569992352
#> site_18    1.455566268   1.455566268   1.455566268   1.455566268   1.455566268
#> site_19    0.557754652   0.557754652   0.557754652   0.557754652   0.557754652
#> site_20    2.375006660   2.375006660   2.375006660   2.375006660   2.375006660
#> site_21    0.189044255   0.189044255   0.189044255   0.189044255   0.189044255
#> site_22    1.564752811   1.564752811   1.564752811   1.564752811   1.564752811
#> site_23    0.195423365   0.195423365   0.195423365   0.195423365   0.195423365
#> site_24    3.600539932   3.600539932   3.600539932   3.600539932   3.600539932
#> site_25   -1.599411232  -1.599411232  -1.599411232  -1.599411232  -1.599411232
#> site_26    0.927213647   0.927213647   0.927213647   0.927213647   0.927213647
#> site_27   -5.825309358  -5.825309358  -5.825309358  -5.825309358  -5.825309358
#> site_28    0.240137781   0.240137781   0.240137781   0.240137781   0.240137781
#> site_29    1.500601552   1.500601552   1.500601552   1.500601552   1.500601552
#> site_30  -16.605181629 -16.605181629 -16.605181629 -16.605181629 -16.605181629
#> site_31   -0.617347390  -0.617347390  -0.617347390  -0.617347390  -0.617347390
#> site_32    5.497367239   5.497367239   5.497367239   5.497367239   5.497367239
#> site_33    2.493398251   2.493398251   2.493398251   2.493398251   2.493398251
#> site_34   -3.468001814  -3.468001814  -3.468001814  -3.468001814  -3.468001814
#> site_35   -0.963477428  -0.963477428  -0.963477428  -0.963477428  -0.963477428
#> site_36    4.710303841   4.710303841   4.710303841   4.710303841   4.710303841
#> site_37    4.411444161   4.411444161   4.411444161   4.411444161   4.411444161
#> site_38   -2.408180311  -2.408180311  -2.408180311  -2.408180311  -2.408180311
#> site_39   -1.836769320  -1.836769320  -1.836769320  -1.836769320  -1.836769320
#> site_40   -3.074257909  -3.074257909  -3.074257909  -3.074257909  -3.074257909
#> site_41   -0.884296906  -0.884296906  -0.884296906  -0.884296906  -0.884296906
#> site_42   -4.331966079  -4.331966079  -4.331966079  -4.331966079  -4.331966079
#> site_43    0.377706333   0.377706333   0.377706333   0.377706333   0.377706333
#> site_44   -0.727623501  -0.727623501  -0.727623501  -0.727623501  -0.727623501
#> site_45    5.914542834   5.914542834   5.914542834   5.914542834   5.914542834
#> site_46    2.657311342   2.657311342   2.657311342   2.657311342   2.657311342
#> site_47   -9.157600527  -9.157600527  -9.157600527  -9.157600527  -9.157600527
#> site_48    0.933884730   0.933884730   0.933884730   0.933884730   0.933884730
#> site_49    5.028107452   5.028107452   5.028107452   5.028107452   5.028107452
#> site_50   -1.902044818  -1.902044818  -1.902044818  -1.902044818  -1.902044818
#> site_51   -2.233681673  -2.233681673  -2.233681673  -2.233681673  -2.233681673
#> site_52    1.648572764   1.648572764   1.648572764   1.648572764   1.648572764
#> site_53   10.117711198  10.117711198  10.117711198  10.117711198  10.117711198
#> site_54   -2.224742433  -2.224742433  -2.224742433  -2.224742433  -2.224742433
#> site_55    2.263446968   2.263446968   2.263446968   2.263446968   2.263446968
#> site_56    8.298118774   8.298118774   8.298118774   8.298118774   8.298118774
#> site_57   -6.434094871  -6.434094871  -6.434094871  -6.434094871  -6.434094871
#> site_58    0.900985741   0.900985741   0.900985741   0.900985741   0.900985741
#> site_59    0.872019950   0.872019950   0.872019950   0.872019950   0.872019950
#> site_60   -2.619879883  -2.619879883  -2.619879883  -2.619879883  -2.619879883
#> site_61   -0.135981085  -0.135981085  -0.135981085  -0.135981085  -0.135981085
#> site_62    1.562885741   1.562885741   1.562885741   1.562885741   1.562885741
#> site_63   18.115301860  18.115301860  18.115301860  18.115301860  18.115301860
#> site_64    0.236861693   0.236861693   0.236861693   0.236861693   0.236861693
#> site_65    0.652801858   0.652801858   0.652801858   0.652801858   0.652801858
#> site_66   -1.718077801  -1.718077801  -1.718077801  -1.718077801  -1.718077801
#> site_67   -0.157193499  -0.157193499  -0.157193499  -0.157193499  -0.157193499
#> site_68    5.008102543   5.008102543   5.008102543   5.008102543   5.008102543
#> site_69   -0.918693759  -0.918693759  -0.918693759  -0.918693759  -0.918693759
#> site_70   -7.417798119  -7.417798119  -7.417798119  -7.417798119  -7.417798119
#> site_71   -0.341224041  -0.341224041  -0.341224041  -0.341224041  -0.341224041
#> site_72    9.273190960   9.273190960   9.273190960   9.273190960   9.273190960
#> site_73   -5.006328768  -5.006328768  -5.006328768  -5.006328768  -5.006328768
#> site_74   10.154015014  10.154015014  10.154015014  10.154015014  10.154015014
#> site_75   -3.341814977  -3.341814977  -3.341814977  -3.341814977  -3.341814977
#> site_76   -2.166202468  -2.166202468  -2.166202468  -2.166202468  -2.166202468
#> site_77   -0.007638935  -0.007638935  -0.007638935  -0.007638935  -0.007638935
#> site_78    4.746913131   4.746913131   4.746913131   4.746913131   4.746913131
#> site_79   -2.702558195  -2.702558195  -2.702558195  -2.702558195  -2.702558195
#> site_80   -0.182294060  -0.182294060  -0.182294060  -0.182294060  -0.182294060
#> site_81    1.080184775   1.080184775   1.080184775   1.080184775   1.080184775
#> site_82   11.387617587  11.387617587  11.387617587  11.387617587  11.387617587
#> site_83   -3.276508646  -3.276508646  -3.276508646  -3.276508646  -3.276508646
#> site_84   -2.405400344  -2.405400344  -2.405400344  -2.405400344  -2.405400344
#> site_85   -8.765348572  -8.765348572  -8.765348572  -8.765348572  -8.765348572
#> site_86    1.148538215   1.148538215   1.148538215   1.148538215   1.148538215
#> site_87   -5.114282137  -5.114282137  -5.114282137  -5.114282137  -5.114282137
#> site_88    2.215667101   2.215667101   2.215667101   2.215667101   2.215667101
#> site_89    3.188745093   3.188745093   3.188745093   3.188745093   3.188745093
#> site_90    3.233860355   3.233860355   3.233860355   3.233860355   3.233860355
#> site_91    6.296579626   6.296579626   6.296579626   6.296579626   6.296579626
#> site_92   -2.042273366  -2.042273366  -2.042273366  -2.042273366  -2.042273366
#> site_93   -5.085756903  -5.085756903  -5.085756903  -5.085756903  -5.085756903
#> site_94    1.980851533   1.980851533   1.980851533   1.980851533   1.980851533
#> site_95    0.449625563   0.449625563   0.449625563   0.449625563   0.449625563
#> site_96   -4.150841973  -4.150841973  -4.150841973  -4.150841973  -4.150841973
#> site_97    0.648130605   0.648130605   0.648130605   0.648130605   0.648130605
#> site_98   -3.242997760  -3.242997760  -3.242997760  -3.242997760  -3.242997760
#> site_99   -3.110874884  -3.110874884  -3.110874884  -3.110874884  -3.110874884
#> site_100  -2.800526563  -2.800526563  -2.800526563  -2.800526563  -2.800526563
#>              sample_11     sample_12     sample_13     sample_14     sample_15
#> site_1     2.928745062   2.928745062   2.928745062   2.928745062   2.928745062
#> site_2     2.664808111   2.664808111   2.664808111   2.664808111   2.664808111
#> site_3    -0.892866810  -0.892866810  -0.892866810  -0.892866810  -0.892866810
#> site_4     0.615326573   0.615326573   0.615326573   0.615326573   0.615326573
#> site_5    -3.198072891  -3.198072891  -3.198072891  -3.198072891  -3.198072891
#> site_6     0.576017084   0.576017084   0.576017084   0.576017084   0.576017084
#> site_7    -5.250192066  -5.250192066  -5.250192066  -5.250192066  -5.250192066
#> site_8     0.625973601   0.625973601   0.625973601   0.625973601   0.625973601
#> site_9     1.628374409   1.628374409   1.628374409   1.628374409   1.628374409
#> site_10    4.660966012   4.660966012   4.660966012   4.660966012   4.660966012
#> site_11   -0.558284028  -0.558284028  -0.558284028  -0.558284028  -0.558284028
#> site_12    3.594281953   3.594281953   3.594281953   3.594281953   3.594281953
#> site_13   -1.041619076  -1.041619076  -1.041619076  -1.041619076  -1.041619076
#> site_14    1.030600623   1.030600623   1.030600623   1.030600623   1.030600623
#> site_15   -8.233501418  -8.233501418  -8.233501418  -8.233501418  -8.233501418
#> site_16  -18.436793497 -18.436793497 -18.436793497 -18.436793497 -18.436793497
#> site_17   -5.569992352  -5.569992352  -5.569992352  -5.569992352  -5.569992352
#> site_18    1.455566268   1.455566268   1.455566268   1.455566268   1.455566268
#> site_19    0.557754652   0.557754652   0.557754652   0.557754652   0.557754652
#> site_20    2.375006660   2.375006660   2.375006660   2.375006660   2.375006660
#> site_21    0.189044255   0.189044255   0.189044255   0.189044255   0.189044255
#> site_22    1.564752811   1.564752811   1.564752811   1.564752811   1.564752811
#> site_23    0.195423365   0.195423365   0.195423365   0.195423365   0.195423365
#> site_24    3.600539932   3.600539932   3.600539932   3.600539932   3.600539932
#> site_25   -1.599411232  -1.599411232  -1.599411232  -1.599411232  -1.599411232
#> site_26    0.927213647   0.927213647   0.927213647   0.927213647   0.927213647
#> site_27   -5.825309358  -5.825309358  -5.825309358  -5.825309358  -5.825309358
#> site_28    0.240137781   0.240137781   0.240137781   0.240137781   0.240137781
#> site_29    1.500601552   1.500601552   1.500601552   1.500601552   1.500601552
#> site_30  -16.605181629 -16.605181629 -16.605181629 -16.605181629 -16.605181629
#> site_31   -0.617347390  -0.617347390  -0.617347390  -0.617347390  -0.617347390
#> site_32    5.497367239   5.497367239   5.497367239   5.497367239   5.497367239
#> site_33    2.493398251   2.493398251   2.493398251   2.493398251   2.493398251
#> site_34   -3.468001814  -3.468001814  -3.468001814  -3.468001814  -3.468001814
#> site_35   -0.963477428  -0.963477428  -0.963477428  -0.963477428  -0.963477428
#> site_36    4.710303841   4.710303841   4.710303841   4.710303841   4.710303841
#> site_37    4.411444161   4.411444161   4.411444161   4.411444161   4.411444161
#> site_38   -2.408180311  -2.408180311  -2.408180311  -2.408180311  -2.408180311
#> site_39   -1.836769320  -1.836769320  -1.836769320  -1.836769320  -1.836769320
#> site_40   -3.074257909  -3.074257909  -3.074257909  -3.074257909  -3.074257909
#> site_41   -0.884296906  -0.884296906  -0.884296906  -0.884296906  -0.884296906
#> site_42   -4.331966079  -4.331966079  -4.331966079  -4.331966079  -4.331966079
#> site_43    0.377706333   0.377706333   0.377706333   0.377706333   0.377706333
#> site_44   -0.727623501  -0.727623501  -0.727623501  -0.727623501  -0.727623501
#> site_45    5.914542834   5.914542834   5.914542834   5.914542834   5.914542834
#> site_46    2.657311342   2.657311342   2.657311342   2.657311342   2.657311342
#> site_47   -9.157600527  -9.157600527  -9.157600527  -9.157600527  -9.157600527
#> site_48    0.933884730   0.933884730   0.933884730   0.933884730   0.933884730
#> site_49    5.028107452   5.028107452   5.028107452   5.028107452   5.028107452
#> site_50   -1.902044818  -1.902044818  -1.902044818  -1.902044818  -1.902044818
#> site_51   -2.233681673  -2.233681673  -2.233681673  -2.233681673  -2.233681673
#> site_52    1.648572764   1.648572764   1.648572764   1.648572764   1.648572764
#> site_53   10.117711198  10.117711198  10.117711198  10.117711198  10.117711198
#> site_54   -2.224742433  -2.224742433  -2.224742433  -2.224742433  -2.224742433
#> site_55    2.263446968   2.263446968   2.263446968   2.263446968   2.263446968
#> site_56    8.298118774   8.298118774   8.298118774   8.298118774   8.298118774
#> site_57   -6.434094871  -6.434094871  -6.434094871  -6.434094871  -6.434094871
#> site_58    0.900985741   0.900985741   0.900985741   0.900985741   0.900985741
#> site_59    0.872019950   0.872019950   0.872019950   0.872019950   0.872019950
#> site_60   -2.619879883  -2.619879883  -2.619879883  -2.619879883  -2.619879883
#> site_61   -0.135981085  -0.135981085  -0.135981085  -0.135981085  -0.135981085
#> site_62    1.562885741   1.562885741   1.562885741   1.562885741   1.562885741
#> site_63   18.115301860  18.115301860  18.115301860  18.115301860  18.115301860
#> site_64    0.236861693   0.236861693   0.236861693   0.236861693   0.236861693
#> site_65    0.652801858   0.652801858   0.652801858   0.652801858   0.652801858
#> site_66   -1.718077801  -1.718077801  -1.718077801  -1.718077801  -1.718077801
#> site_67   -0.157193499  -0.157193499  -0.157193499  -0.157193499  -0.157193499
#> site_68    5.008102543   5.008102543   5.008102543   5.008102543   5.008102543
#> site_69   -0.918693759  -0.918693759  -0.918693759  -0.918693759  -0.918693759
#> site_70   -7.417798119  -7.417798119  -7.417798119  -7.417798119  -7.417798119
#> site_71   -0.341224041  -0.341224041  -0.341224041  -0.341224041  -0.341224041
#> site_72    9.273190960   9.273190960   9.273190960   9.273190960   9.273190960
#> site_73   -5.006328768  -5.006328768  -5.006328768  -5.006328768  -5.006328768
#> site_74   10.154015014  10.154015014  10.154015014  10.154015014  10.154015014
#> site_75   -3.341814977  -3.341814977  -3.341814977  -3.341814977  -3.341814977
#> site_76   -2.166202468  -2.166202468  -2.166202468  -2.166202468  -2.166202468
#> site_77   -0.007638935  -0.007638935  -0.007638935  -0.007638935  -0.007638935
#> site_78    4.746913131   4.746913131   4.746913131   4.746913131   4.746913131
#> site_79   -2.702558195  -2.702558195  -2.702558195  -2.702558195  -2.702558195
#> site_80   -0.182294060  -0.182294060  -0.182294060  -0.182294060  -0.182294060
#> site_81    1.080184775   1.080184775   1.080184775   1.080184775   1.080184775
#> site_82   11.387617587  11.387617587  11.387617587  11.387617587  11.387617587
#> site_83   -3.276508646  -3.276508646  -3.276508646  -3.276508646  -3.276508646
#> site_84   -2.405400344  -2.405400344  -2.405400344  -2.405400344  -2.405400344
#> site_85   -8.765348572  -8.765348572  -8.765348572  -8.765348572  -8.765348572
#> site_86    1.148538215   1.148538215   1.148538215   1.148538215   1.148538215
#> site_87   -5.114282137  -5.114282137  -5.114282137  -5.114282137  -5.114282137
#> site_88    2.215667101   2.215667101   2.215667101   2.215667101   2.215667101
#> site_89    3.188745093   3.188745093   3.188745093   3.188745093   3.188745093
#> site_90    3.233860355   3.233860355   3.233860355   3.233860355   3.233860355
#> site_91    6.296579626   6.296579626   6.296579626   6.296579626   6.296579626
#> site_92   -2.042273366  -2.042273366  -2.042273366  -2.042273366  -2.042273366
#> site_93   -5.085756903  -5.085756903  -5.085756903  -5.085756903  -5.085756903
#> site_94    1.980851533   1.980851533   1.980851533   1.980851533   1.980851533
#> site_95    0.449625563   0.449625563   0.449625563   0.449625563   0.449625563
#> site_96   -4.150841973  -4.150841973  -4.150841973  -4.150841973  -4.150841973
#> site_97    0.648130605   0.648130605   0.648130605   0.648130605   0.648130605
#> site_98   -3.242997760  -3.242997760  -3.242997760  -3.242997760  -3.242997760
#> site_99   -3.110874884  -3.110874884  -3.110874884  -3.110874884  -3.110874884
#> site_100  -2.800526563  -2.800526563  -2.800526563  -2.800526563  -2.800526563
#>              sample_16     sample_17     sample_18     sample_19     sample_20
#> site_1     2.928745062   2.928745062   2.928745062   2.928745062   2.928745062
#> site_2     2.664808111   2.664808111   2.664808111   2.664808111   2.664808111
#> site_3    -0.892866810  -0.892866810  -0.892866810  -0.892866810  -0.892866810
#> site_4     0.615326573   0.615326573   0.615326573   0.615326573   0.615326573
#> site_5    -3.198072891  -3.198072891  -3.198072891  -3.198072891  -3.198072891
#> site_6     0.576017084   0.576017084   0.576017084   0.576017084   0.576017084
#> site_7    -5.250192066  -5.250192066  -5.250192066  -5.250192066  -5.250192066
#> site_8     0.625973601   0.625973601   0.625973601   0.625973601   0.625973601
#> site_9     1.628374409   1.628374409   1.628374409   1.628374409   1.628374409
#> site_10    4.660966012   4.660966012   4.660966012   4.660966012   4.660966012
#> site_11   -0.558284028  -0.558284028  -0.558284028  -0.558284028  -0.558284028
#> site_12    3.594281953   3.594281953   3.594281953   3.594281953   3.594281953
#> site_13   -1.041619076  -1.041619076  -1.041619076  -1.041619076  -1.041619076
#> site_14    1.030600623   1.030600623   1.030600623   1.030600623   1.030600623
#> site_15   -8.233501418  -8.233501418  -8.233501418  -8.233501418  -8.233501418
#> site_16  -18.436793497 -18.436793497 -18.436793497 -18.436793497 -18.436793497
#> site_17   -5.569992352  -5.569992352  -5.569992352  -5.569992352  -5.569992352
#> site_18    1.455566268   1.455566268   1.455566268   1.455566268   1.455566268
#> site_19    0.557754652   0.557754652   0.557754652   0.557754652   0.557754652
#> site_20    2.375006660   2.375006660   2.375006660   2.375006660   2.375006660
#> site_21    0.189044255   0.189044255   0.189044255   0.189044255   0.189044255
#> site_22    1.564752811   1.564752811   1.564752811   1.564752811   1.564752811
#> site_23    0.195423365   0.195423365   0.195423365   0.195423365   0.195423365
#> site_24    3.600539932   3.600539932   3.600539932   3.600539932   3.600539932
#> site_25   -1.599411232  -1.599411232  -1.599411232  -1.599411232  -1.599411232
#> site_26    0.927213647   0.927213647   0.927213647   0.927213647   0.927213647
#> site_27   -5.825309358  -5.825309358  -5.825309358  -5.825309358  -5.825309358
#> site_28    0.240137781   0.240137781   0.240137781   0.240137781   0.240137781
#> site_29    1.500601552   1.500601552   1.500601552   1.500601552   1.500601552
#> site_30  -16.605181629 -16.605181629 -16.605181629 -16.605181629 -16.605181629
#> site_31   -0.617347390  -0.617347390  -0.617347390  -0.617347390  -0.617347390
#> site_32    5.497367239   5.497367239   5.497367239   5.497367239   5.497367239
#> site_33    2.493398251   2.493398251   2.493398251   2.493398251   2.493398251
#> site_34   -3.468001814  -3.468001814  -3.468001814  -3.468001814  -3.468001814
#> site_35   -0.963477428  -0.963477428  -0.963477428  -0.963477428  -0.963477428
#> site_36    4.710303841   4.710303841   4.710303841   4.710303841   4.710303841
#> site_37    4.411444161   4.411444161   4.411444161   4.411444161   4.411444161
#> site_38   -2.408180311  -2.408180311  -2.408180311  -2.408180311  -2.408180311
#> site_39   -1.836769320  -1.836769320  -1.836769320  -1.836769320  -1.836769320
#> site_40   -3.074257909  -3.074257909  -3.074257909  -3.074257909  -3.074257909
#> site_41   -0.884296906  -0.884296906  -0.884296906  -0.884296906  -0.884296906
#> site_42   -4.331966079  -4.331966079  -4.331966079  -4.331966079  -4.331966079
#> site_43    0.377706333   0.377706333   0.377706333   0.377706333   0.377706333
#> site_44   -0.727623501  -0.727623501  -0.727623501  -0.727623501  -0.727623501
#> site_45    5.914542834   5.914542834   5.914542834   5.914542834   5.914542834
#> site_46    2.657311342   2.657311342   2.657311342   2.657311342   2.657311342
#> site_47   -9.157600527  -9.157600527  -9.157600527  -9.157600527  -9.157600527
#> site_48    0.933884730   0.933884730   0.933884730   0.933884730   0.933884730
#> site_49    5.028107452   5.028107452   5.028107452   5.028107452   5.028107452
#> site_50   -1.902044818  -1.902044818  -1.902044818  -1.902044818  -1.902044818
#> site_51   -2.233681673  -2.233681673  -2.233681673  -2.233681673  -2.233681673
#> site_52    1.648572764   1.648572764   1.648572764   1.648572764   1.648572764
#> site_53   10.117711198  10.117711198  10.117711198  10.117711198  10.117711198
#> site_54   -2.224742433  -2.224742433  -2.224742433  -2.224742433  -2.224742433
#> site_55    2.263446968   2.263446968   2.263446968   2.263446968   2.263446968
#> site_56    8.298118774   8.298118774   8.298118774   8.298118774   8.298118774
#> site_57   -6.434094871  -6.434094871  -6.434094871  -6.434094871  -6.434094871
#> site_58    0.900985741   0.900985741   0.900985741   0.900985741   0.900985741
#> site_59    0.872019950   0.872019950   0.872019950   0.872019950   0.872019950
#> site_60   -2.619879883  -2.619879883  -2.619879883  -2.619879883  -2.619879883
#> site_61   -0.135981085  -0.135981085  -0.135981085  -0.135981085  -0.135981085
#> site_62    1.562885741   1.562885741   1.562885741   1.562885741   1.562885741
#> site_63   18.115301860  18.115301860  18.115301860  18.115301860  18.115301860
#> site_64    0.236861693   0.236861693   0.236861693   0.236861693   0.236861693
#> site_65    0.652801858   0.652801858   0.652801858   0.652801858   0.652801858
#> site_66   -1.718077801  -1.718077801  -1.718077801  -1.718077801  -1.718077801
#> site_67   -0.157193499  -0.157193499  -0.157193499  -0.157193499  -0.157193499
#> site_68    5.008102543   5.008102543   5.008102543   5.008102543   5.008102543
#> site_69   -0.918693759  -0.918693759  -0.918693759  -0.918693759  -0.918693759
#> site_70   -7.417798119  -7.417798119  -7.417798119  -7.417798119  -7.417798119
#> site_71   -0.341224041  -0.341224041  -0.341224041  -0.341224041  -0.341224041
#> site_72    9.273190960   9.273190960   9.273190960   9.273190960   9.273190960
#> site_73   -5.006328768  -5.006328768  -5.006328768  -5.006328768  -5.006328768
#> site_74   10.154015014  10.154015014  10.154015014  10.154015014  10.154015014
#> site_75   -3.341814977  -3.341814977  -3.341814977  -3.341814977  -3.341814977
#> site_76   -2.166202468  -2.166202468  -2.166202468  -2.166202468  -2.166202468
#> site_77   -0.007638935  -0.007638935  -0.007638935  -0.007638935  -0.007638935
#> site_78    4.746913131   4.746913131   4.746913131   4.746913131   4.746913131
#> site_79   -2.702558195  -2.702558195  -2.702558195  -2.702558195  -2.702558195
#> site_80   -0.182294060  -0.182294060  -0.182294060  -0.182294060  -0.182294060
#> site_81    1.080184775   1.080184775   1.080184775   1.080184775   1.080184775
#> site_82   11.387617587  11.387617587  11.387617587  11.387617587  11.387617587
#> site_83   -3.276508646  -3.276508646  -3.276508646  -3.276508646  -3.276508646
#> site_84   -2.405400344  -2.405400344  -2.405400344  -2.405400344  -2.405400344
#> site_85   -8.765348572  -8.765348572  -8.765348572  -8.765348572  -8.765348572
#> site_86    1.148538215   1.148538215   1.148538215   1.148538215   1.148538215
#> site_87   -5.114282137  -5.114282137  -5.114282137  -5.114282137  -5.114282137
#> site_88    2.215667101   2.215667101   2.215667101   2.215667101   2.215667101
#> site_89    3.188745093   3.188745093   3.188745093   3.188745093   3.188745093
#> site_90    3.233860355   3.233860355   3.233860355   3.233860355   3.233860355
#> site_91    6.296579626   6.296579626   6.296579626   6.296579626   6.296579626
#> site_92   -2.042273366  -2.042273366  -2.042273366  -2.042273366  -2.042273366
#> site_93   -5.085756903  -5.085756903  -5.085756903  -5.085756903  -5.085756903
#> site_94    1.980851533   1.980851533   1.980851533   1.980851533   1.980851533
#> site_95    0.449625563   0.449625563   0.449625563   0.449625563   0.449625563
#> site_96   -4.150841973  -4.150841973  -4.150841973  -4.150841973  -4.150841973
#> site_97    0.648130605   0.648130605   0.648130605   0.648130605   0.648130605
#> site_98   -3.242997760  -3.242997760  -3.242997760  -3.242997760  -3.242997760
#> site_99   -3.110874884  -3.110874884  -3.110874884  -3.110874884  -3.110874884
#> site_100  -2.800526563  -2.800526563  -2.800526563  -2.800526563  -2.800526563