Use block randomistion to get a permutation test evaluation of the deviation of an observed value at each time point from a target value. To do block permutation without any tests, pass NULL for argument targetValue.
ts_permtest_block(
y1,
y2 = NULL,
targetValue = 0,
Nperms = 19,
sim = "geom",
l = 3,
alpha = 0.05,
returnBootObject = FALSE,
...
)Time series 1. The goal of the permutation test will be to decide whether the difference y1-targetValue != 0 for each time point, given alpha.
An optional second time series. If this timeseries is provided then the goal of the permutation test will be the to decide wether the difference y2-y1 != targetValue for each time point, given alpha.
The target value for the permutation test. If NULL, the function will return a data frame with the block randomised surrogates columns (default = 0)
Number of permutations (default = 19)
Value passed to the sim argument of boot::tsboot() valid options are: "model","fixed","geom","scramble" (default = "geom")
Block sizes to use, see boot::tsboot() for details (default = 3)
Alpha level for deciding significance (default = 0.05)
Return the boot object (default = FALSE)
Other arguments passed to function boot::tsboot()
A data frame with the difference time series and variables indicating N and significance.
Other Time series operations:
ts_center(),
ts_changeindex(),
ts_checkfix(),
ts_detrend(),
ts_diff(),
ts_discrete(),
ts_duration(),
ts_embed(),
ts_integrate(),
ts_levels(),
ts_peaks(),
ts_permtest_transmat(),
ts_rasterize(),
ts_sd(),
ts_slice(),
ts_slopes(),
ts_standardise(),
ts_sumorder(),
ts_symbolic(),
ts_trimfill(),
ts_windower()
set.seed(4321)
y1 <- rnorm(5000)
y2 <- y1-(mean(y1)+rnorm(1))
ts_permtest_block(y1 = y1, y2 = y2)
#> time Ori targetValue Nperms Ori.Diff Ori.Rank Ori.Rank.p alpha
#> 1 1 -0.2563779 0 19 lesser 11 0.55 0.05
#> 2 2 -0.2563779 0 19 lesser 11 0.55 0.05
#> 3 3 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4 4 -0.2563779 0 19 lesser 8 0.40 0.05
#> 5 5 -0.2563779 0 19 lesser 10 0.50 0.05
#> 6 6 -0.2563779 0 19 lesser 8 0.40 0.05
#> 7 7 -0.2563779 0 19 lesser 5 0.25 0.05
#> 8 8 -0.2563779 0 19 lesser 8 0.40 0.05
#> 9 9 -0.2563779 0 19 lesser 11 0.55 0.05
#> 10 10 -0.2563779 0 19 lesser 9 0.45 0.05
#> 11 11 -0.2563779 0 19 lesser 8 0.40 0.05
#> 12 12 -0.2563779 0 19 lesser 9 0.45 0.05
#> 13 13 -0.2563779 0 19 lesser 6 0.30 0.05
#> 14 14 -0.2563779 0 19 lesser 7 0.35 0.05
#> 15 15 -0.2563779 0 19 lesser 10 0.50 0.05
#> 16 16 -0.2563779 0 19 lesser 6 0.30 0.05
#> 17 17 -0.2563779 0 19 lesser 10 0.50 0.05
#> 18 18 -0.2563779 0 19 lesser 7 0.35 0.05
#> 19 19 -0.2563779 0 19 lesser 11 0.55 0.05
#> 20 20 -0.2563779 0 19 lesser 7 0.35 0.05
#> 21 21 -0.2563779 0 19 lesser 8 0.40 0.05
#> 22 22 -0.2563779 0 19 lesser 12 0.60 0.05
#> 23 23 -0.2563779 0 19 lesser 15 0.75 0.05
#> 24 24 -0.2563779 0 19 lesser 7 0.35 0.05
#> 25 25 -0.2563779 0 19 lesser 12 0.60 0.05
#> 26 26 -0.2563779 0 19 lesser 5 0.25 0.05
#> 27 27 -0.2563779 0 19 lesser 8 0.40 0.05
#> 28 28 -0.2563779 0 19 lesser 13 0.65 0.05
#> 29 29 -0.2563779 0 19 lesser 8 0.40 0.05
#> 30 30 -0.2563779 0 19 lesser 7 0.35 0.05
#> 31 31 -0.2563779 0 19 lesser 8 0.40 0.05
#> 32 32 -0.2563779 0 19 lesser 8 0.40 0.05
#> 33 33 -0.2563779 0 19 lesser 12 0.60 0.05
#> 34 34 -0.2563779 0 19 lesser 12 0.60 0.05
#> 35 35 -0.2563779 0 19 lesser 11 0.55 0.05
#> 36 36 -0.2563779 0 19 lesser 6 0.30 0.05
#> 37 37 -0.2563779 0 19 lesser 9 0.45 0.05
#> 38 38 -0.2563779 0 19 lesser 11 0.55 0.05
#> 39 39 -0.2563779 0 19 lesser 11 0.55 0.05
#> 40 40 -0.2563779 0 19 lesser 12 0.60 0.05
#> 41 41 -0.2563779 0 19 lesser 7 0.35 0.05
#> 42 42 -0.2563779 0 19 lesser 7 0.35 0.05
#> 43 43 -0.2563779 0 19 lesser 11 0.55 0.05
#> 44 44 -0.2563779 0 19 lesser 9 0.45 0.05
#> 45 45 -0.2563779 0 19 lesser 8 0.40 0.05
#> 46 46 -0.2563779 0 19 lesser 6 0.30 0.05
#> 47 47 -0.2563779 0 19 lesser 9 0.45 0.05
#> 48 48 -0.2563779 0 19 lesser 14 0.70 0.05
#> 49 49 -0.2563779 0 19 lesser 8 0.40 0.05
#> 50 50 -0.2563779 0 19 lesser 8 0.40 0.05
#> 51 51 -0.2563779 0 19 lesser 8 0.40 0.05
#> 52 52 -0.2563779 0 19 lesser 10 0.50 0.05
#> 53 53 -0.2563779 0 19 lesser 6 0.30 0.05
#> 54 54 -0.2563779 0 19 lesser 13 0.65 0.05
#> 55 55 -0.2563779 0 19 lesser 9 0.45 0.05
#> 56 56 -0.2563779 0 19 lesser 10 0.50 0.05
#> 57 57 -0.2563779 0 19 lesser 11 0.55 0.05
#> 58 58 -0.2563779 0 19 lesser 13 0.65 0.05
#> 59 59 -0.2563779 0 19 lesser 5 0.25 0.05
#> 60 60 -0.2563779 0 19 lesser 9 0.45 0.05
#> 61 61 -0.2563779 0 19 lesser 7 0.35 0.05
#> 62 62 -0.2563779 0 19 lesser 9 0.45 0.05
#> 63 63 -0.2563779 0 19 lesser 9 0.45 0.05
#> 64 64 -0.2563779 0 19 lesser 11 0.55 0.05
#> 65 65 -0.2563779 0 19 lesser 9 0.45 0.05
#> 66 66 -0.2563779 0 19 lesser 11 0.55 0.05
#> 67 67 -0.2563779 0 19 lesser 12 0.60 0.05
#> 68 68 -0.2563779 0 19 lesser 10 0.50 0.05
#> 69 69 -0.2563779 0 19 lesser 6 0.30 0.05
#> 70 70 -0.2563779 0 19 lesser 8 0.40 0.05
#> 71 71 -0.2563779 0 19 lesser 11 0.55 0.05
#> 72 72 -0.2563779 0 19 lesser 11 0.55 0.05
#> 73 73 -0.2563779 0 19 lesser 10 0.50 0.05
#> 74 74 -0.2563779 0 19 lesser 12 0.60 0.05
#> 75 75 -0.2563779 0 19 lesser 10 0.50 0.05
#> 76 76 -0.2563779 0 19 lesser 9 0.45 0.05
#> 77 77 -0.2563779 0 19 lesser 10 0.50 0.05
#> 78 78 -0.2563779 0 19 lesser 7 0.35 0.05
#> 79 79 -0.2563779 0 19 lesser 9 0.45 0.05
#> 80 80 -0.2563779 0 19 lesser 9 0.45 0.05
#> 81 81 -0.2563779 0 19 lesser 10 0.50 0.05
#> 82 82 -0.2563779 0 19 lesser 10 0.50 0.05
#> 83 83 -0.2563779 0 19 lesser 9 0.45 0.05
#> 84 84 -0.2563779 0 19 lesser 11 0.55 0.05
#> 85 85 -0.2563779 0 19 lesser 10 0.50 0.05
#> 86 86 -0.2563779 0 19 lesser 6 0.30 0.05
#> 87 87 -0.2563779 0 19 lesser 11 0.55 0.05
#> 88 88 -0.2563779 0 19 lesser 12 0.60 0.05
#> 89 89 -0.2563779 0 19 lesser 9 0.45 0.05
#> 90 90 -0.2563779 0 19 lesser 9 0.45 0.05
#> 91 91 -0.2563779 0 19 lesser 7 0.35 0.05
#> 92 92 -0.2563779 0 19 lesser 12 0.60 0.05
#> 93 93 -0.2563779 0 19 lesser 9 0.45 0.05
#> 94 94 -0.2563779 0 19 lesser 9 0.45 0.05
#> 95 95 -0.2563779 0 19 lesser 10 0.50 0.05
#> 96 96 -0.2563779 0 19 lesser 8 0.40 0.05
#> 97 97 -0.2563779 0 19 lesser 10 0.50 0.05
#> 98 98 -0.2563779 0 19 lesser 10 0.50 0.05
#> 99 99 -0.2563779 0 19 lesser 7 0.35 0.05
#> 100 100 -0.2563779 0 19 lesser 9 0.45 0.05
#> 101 101 -0.2563779 0 19 lesser 12 0.60 0.05
#> 102 102 -0.2563779 0 19 lesser 10 0.50 0.05
#> 103 103 -0.2563779 0 19 lesser 9 0.45 0.05
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#> 106 106 -0.2563779 0 19 lesser 9 0.45 0.05
#> 107 107 -0.2563779 0 19 lesser 11 0.55 0.05
#> 108 108 -0.2563779 0 19 lesser 5 0.25 0.05
#> 109 109 -0.2563779 0 19 lesser 13 0.65 0.05
#> 110 110 -0.2563779 0 19 lesser 10 0.50 0.05
#> 111 111 -0.2563779 0 19 lesser 9 0.45 0.05
#> 112 112 -0.2563779 0 19 lesser 14 0.70 0.05
#> 113 113 -0.2563779 0 19 lesser 9 0.45 0.05
#> 114 114 -0.2563779 0 19 lesser 12 0.60 0.05
#> 115 115 -0.2563779 0 19 lesser 9 0.45 0.05
#> 116 116 -0.2563779 0 19 lesser 9 0.45 0.05
#> 117 117 -0.2563779 0 19 lesser 8 0.40 0.05
#> 118 118 -0.2563779 0 19 lesser 7 0.35 0.05
#> 119 119 -0.2563779 0 19 lesser 9 0.45 0.05
#> 120 120 -0.2563779 0 19 lesser 9 0.45 0.05
#> 121 121 -0.2563779 0 19 lesser 9 0.45 0.05
#> 122 122 -0.2563779 0 19 lesser 6 0.30 0.05
#> 123 123 -0.2563779 0 19 lesser 8 0.40 0.05
#> 124 124 -0.2563779 0 19 lesser 8 0.40 0.05
#> 125 125 -0.2563779 0 19 lesser 11 0.55 0.05
#> 126 126 -0.2563779 0 19 lesser 10 0.50 0.05
#> 127 127 -0.2563779 0 19 lesser 9 0.45 0.05
#> 128 128 -0.2563779 0 19 lesser 4 0.20 0.05
#> 129 129 -0.2563779 0 19 lesser 8 0.40 0.05
#> 130 130 -0.2563779 0 19 lesser 10 0.50 0.05
#> 131 131 -0.2563779 0 19 lesser 9 0.45 0.05
#> 132 132 -0.2563779 0 19 lesser 12 0.60 0.05
#> 133 133 -0.2563779 0 19 lesser 8 0.40 0.05
#> 134 134 -0.2563779 0 19 lesser 3 0.15 0.05
#> 135 135 -0.2563779 0 19 lesser 12 0.60 0.05
#> 136 136 -0.2563779 0 19 lesser 8 0.40 0.05
#> 137 137 -0.2563779 0 19 lesser 9 0.45 0.05
#> 138 138 -0.2563779 0 19 lesser 11 0.55 0.05
#> 139 139 -0.2563779 0 19 lesser 10 0.50 0.05
#> 140 140 -0.2563779 0 19 lesser 11 0.55 0.05
#> 141 141 -0.2563779 0 19 lesser 11 0.55 0.05
#> 142 142 -0.2563779 0 19 lesser 10 0.50 0.05
#> 143 143 -0.2563779 0 19 lesser 5 0.25 0.05
#> 144 144 -0.2563779 0 19 lesser 8 0.40 0.05
#> 145 145 -0.2563779 0 19 lesser 11 0.55 0.05
#> 146 146 -0.2563779 0 19 lesser 8 0.40 0.05
#> 147 147 -0.2563779 0 19 lesser 7 0.35 0.05
#> 148 148 -0.2563779 0 19 lesser 5 0.25 0.05
#> 149 149 -0.2563779 0 19 lesser 9 0.45 0.05
#> 150 150 -0.2563779 0 19 lesser 7 0.35 0.05
#> 151 151 -0.2563779 0 19 lesser 8 0.40 0.05
#> 152 152 -0.2563779 0 19 lesser 6 0.30 0.05
#> 153 153 -0.2563779 0 19 lesser 8 0.40 0.05
#> 154 154 -0.2563779 0 19 lesser 8 0.40 0.05
#> 155 155 -0.2563779 0 19 lesser 10 0.50 0.05
#> 156 156 -0.2563779 0 19 lesser 13 0.65 0.05
#> 157 157 -0.2563779 0 19 lesser 3 0.15 0.05
#> 158 158 -0.2563779 0 19 lesser 9 0.45 0.05
#> 159 159 -0.2563779 0 19 lesser 11 0.55 0.05
#> 160 160 -0.2563779 0 19 lesser 13 0.65 0.05
#> 161 161 -0.2563779 0 19 lesser 8 0.40 0.05
#> 162 162 -0.2563779 0 19 lesser 12 0.60 0.05
#> 163 163 -0.2563779 0 19 lesser 8 0.40 0.05
#> 164 164 -0.2563779 0 19 lesser 10 0.50 0.05
#> 165 165 -0.2563779 0 19 lesser 11 0.55 0.05
#> 166 166 -0.2563779 0 19 lesser 12 0.60 0.05
#> 167 167 -0.2563779 0 19 lesser 10 0.50 0.05
#> 168 168 -0.2563779 0 19 lesser 10 0.50 0.05
#> 169 169 -0.2563779 0 19 lesser 6 0.30 0.05
#> 170 170 -0.2563779 0 19 lesser 7 0.35 0.05
#> 171 171 -0.2563779 0 19 lesser 11 0.55 0.05
#> 172 172 -0.2563779 0 19 lesser 11 0.55 0.05
#> 173 173 -0.2563779 0 19 lesser 10 0.50 0.05
#> 174 174 -0.2563779 0 19 lesser 8 0.40 0.05
#> 175 175 -0.2563779 0 19 lesser 9 0.45 0.05
#> 176 176 -0.2563779 0 19 lesser 12 0.60 0.05
#> 177 177 -0.2563779 0 19 lesser 10 0.50 0.05
#> 178 178 -0.2563779 0 19 lesser 6 0.30 0.05
#> 179 179 -0.2563779 0 19 lesser 9 0.45 0.05
#> 180 180 -0.2563779 0 19 lesser 12 0.60 0.05
#> 181 181 -0.2563779 0 19 lesser 11 0.55 0.05
#> 182 182 -0.2563779 0 19 lesser 10 0.50 0.05
#> 183 183 -0.2563779 0 19 lesser 9 0.45 0.05
#> 184 184 -0.2563779 0 19 lesser 8 0.40 0.05
#> 185 185 -0.2563779 0 19 lesser 9 0.45 0.05
#> 186 186 -0.2563779 0 19 lesser 10 0.50 0.05
#> 187 187 -0.2563779 0 19 lesser 6 0.30 0.05
#> 188 188 -0.2563779 0 19 lesser 14 0.70 0.05
#> 189 189 -0.2563779 0 19 lesser 9 0.45 0.05
#> 190 190 -0.2563779 0 19 lesser 13 0.65 0.05
#> 191 191 -0.2563779 0 19 lesser 11 0.55 0.05
#> 192 192 -0.2563779 0 19 lesser 11 0.55 0.05
#> 193 193 -0.2563779 0 19 lesser 12 0.60 0.05
#> 194 194 -0.2563779 0 19 lesser 10 0.50 0.05
#> 195 195 -0.2563779 0 19 lesser 9 0.45 0.05
#> 196 196 -0.2563779 0 19 lesser 7 0.35 0.05
#> 197 197 -0.2563779 0 19 lesser 11 0.55 0.05
#> 198 198 -0.2563779 0 19 lesser 12 0.60 0.05
#> 199 199 -0.2563779 0 19 lesser 9 0.45 0.05
#> 200 200 -0.2563779 0 19 lesser 10 0.50 0.05
#> 201 201 -0.2563779 0 19 lesser 8 0.40 0.05
#> 202 202 -0.2563779 0 19 lesser 14 0.70 0.05
#> 203 203 -0.2563779 0 19 lesser 10 0.50 0.05
#> 204 204 -0.2563779 0 19 lesser 7 0.35 0.05
#> 205 205 -0.2563779 0 19 lesser 10 0.50 0.05
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#> 208 208 -0.2563779 0 19 lesser 12 0.60 0.05
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#> 216 216 -0.2563779 0 19 lesser 9 0.45 0.05
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#> 236 236 -0.2563779 0 19 lesser 14 0.70 0.05
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#> 239 239 -0.2563779 0 19 lesser 8 0.40 0.05
#> 240 240 -0.2563779 0 19 lesser 13 0.65 0.05
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#> 242 242 -0.2563779 0 19 lesser 8 0.40 0.05
#> 243 243 -0.2563779 0 19 lesser 9 0.45 0.05
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#> 247 247 -0.2563779 0 19 lesser 6 0.30 0.05
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#> 249 249 -0.2563779 0 19 lesser 12 0.60 0.05
#> 250 250 -0.2563779 0 19 lesser 11 0.55 0.05
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#> 1725 1725 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1726 1726 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1727 1727 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1728 1728 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1729 1729 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1730 1730 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1731 1731 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1732 1732 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1733 1733 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1734 1734 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1735 1735 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1736 1736 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1737 1737 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1738 1738 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1739 1739 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1740 1740 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1741 1741 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1742 1742 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1743 1743 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1744 1744 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1745 1745 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1746 1746 -0.2563779 0 19 lesser 13 0.65 0.05
#> 1747 1747 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1748 1748 -0.2563779 0 19 lesser 5 0.25 0.05
#> 1749 1749 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1750 1750 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1751 1751 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1752 1752 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1753 1753 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1754 1754 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1755 1755 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1756 1756 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1757 1757 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1758 1758 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1759 1759 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1760 1760 -0.2563779 0 19 lesser 5 0.25 0.05
#> 1761 1761 -0.2563779 0 19 lesser 13 0.65 0.05
#> 1762 1762 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1763 1763 -0.2563779 0 19 lesser 14 0.70 0.05
#> 1764 1764 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1765 1765 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1766 1766 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1767 1767 -0.2563779 0 19 lesser 4 0.20 0.05
#> 1768 1768 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1769 1769 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1770 1770 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1771 1771 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1772 1772 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1773 1773 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1774 1774 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1775 1775 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1776 1776 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1777 1777 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1778 1778 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1779 1779 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1780 1780 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1781 1781 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1782 1782 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1783 1783 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1784 1784 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1785 1785 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1786 1786 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1787 1787 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1788 1788 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1789 1789 -0.2563779 0 19 lesser 13 0.65 0.05
#> 1790 1790 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1791 1791 -0.2563779 0 19 lesser 13 0.65 0.05
#> 1792 1792 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1793 1793 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1794 1794 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1795 1795 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1796 1796 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1797 1797 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1798 1798 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1799 1799 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1800 1800 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1801 1801 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1802 1802 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1803 1803 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1804 1804 -0.2563779 0 19 lesser 14 0.70 0.05
#> 1805 1805 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1806 1806 -0.2563779 0 19 lesser 14 0.70 0.05
#> 1807 1807 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1808 1808 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1809 1809 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1810 1810 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1811 1811 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1812 1812 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1813 1813 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1814 1814 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1815 1815 -0.2563779 0 19 lesser 4 0.20 0.05
#> 1816 1816 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1817 1817 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1818 1818 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1819 1819 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1820 1820 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1821 1821 -0.2563779 0 19 lesser 5 0.25 0.05
#> 1822 1822 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1823 1823 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1824 1824 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1825 1825 -0.2563779 0 19 lesser 15 0.75 0.05
#> 1826 1826 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1827 1827 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1828 1828 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1829 1829 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1830 1830 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1831 1831 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1832 1832 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1833 1833 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1834 1834 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1835 1835 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1836 1836 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1837 1837 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1838 1838 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1839 1839 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1840 1840 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1841 1841 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1842 1842 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1843 1843 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1844 1844 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1845 1845 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1846 1846 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1847 1847 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1848 1848 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1849 1849 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1850 1850 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1851 1851 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1852 1852 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1853 1853 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1854 1854 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1855 1855 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1856 1856 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1857 1857 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1858 1858 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1859 1859 -0.2563779 0 19 lesser 13 0.65 0.05
#> 1860 1860 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1861 1861 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1862 1862 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1863 1863 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1864 1864 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1865 1865 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1866 1866 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1867 1867 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1868 1868 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1869 1869 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1870 1870 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1871 1871 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1872 1872 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1873 1873 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1874 1874 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1875 1875 -0.2563779 0 19 lesser 13 0.65 0.05
#> 1876 1876 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1877 1877 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1878 1878 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1879 1879 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1880 1880 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1881 1881 -0.2563779 0 19 lesser 13 0.65 0.05
#> 1882 1882 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1883 1883 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1884 1884 -0.2563779 0 19 lesser 15 0.75 0.05
#> 1885 1885 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1886 1886 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1887 1887 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1888 1888 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1889 1889 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1890 1890 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1891 1891 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1892 1892 -0.2563779 0 19 lesser 13 0.65 0.05
#> 1893 1893 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1894 1894 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1895 1895 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1896 1896 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1897 1897 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1898 1898 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1899 1899 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1900 1900 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1901 1901 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1902 1902 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1903 1903 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1904 1904 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1905 1905 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1906 1906 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1907 1907 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1908 1908 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1909 1909 -0.2563779 0 19 lesser 14 0.70 0.05
#> 1910 1910 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1911 1911 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1912 1912 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1913 1913 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1914 1914 -0.2563779 0 19 lesser 5 0.25 0.05
#> 1915 1915 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1916 1916 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1917 1917 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1918 1918 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1919 1919 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1920 1920 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1921 1921 -0.2563779 0 19 lesser 13 0.65 0.05
#> 1922 1922 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1923 1923 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1924 1924 -0.2563779 0 19 lesser 5 0.25 0.05
#> 1925 1925 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1926 1926 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1927 1927 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1928 1928 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1929 1929 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1930 1930 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1931 1931 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1932 1932 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1933 1933 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1934 1934 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1935 1935 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1936 1936 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1937 1937 -0.2563779 0 19 lesser 5 0.25 0.05
#> 1938 1938 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1939 1939 -0.2563779 0 19 lesser 14 0.70 0.05
#> 1940 1940 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1941 1941 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1942 1942 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1943 1943 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1944 1944 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1945 1945 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1946 1946 -0.2563779 0 19 lesser 5 0.25 0.05
#> 1947 1947 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1948 1948 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1949 1949 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1950 1950 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1951 1951 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1952 1952 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1953 1953 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1954 1954 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1955 1955 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1956 1956 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1957 1957 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1958 1958 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1959 1959 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1960 1960 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1961 1961 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1962 1962 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1963 1963 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1964 1964 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1965 1965 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1966 1966 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1967 1967 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1968 1968 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1969 1969 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1970 1970 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1971 1971 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1972 1972 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1973 1973 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1974 1974 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1975 1975 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1976 1976 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1977 1977 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1978 1978 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1979 1979 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1980 1980 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1981 1981 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1982 1982 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1983 1983 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1984 1984 -0.2563779 0 19 lesser 14 0.70 0.05
#> 1985 1985 -0.2563779 0 19 lesser 13 0.65 0.05
#> 1986 1986 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1987 1987 -0.2563779 0 19 lesser 6 0.30 0.05
#> 1988 1988 -0.2563779 0 19 lesser 7 0.35 0.05
#> 1989 1989 -0.2563779 0 19 lesser 13 0.65 0.05
#> 1990 1990 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1991 1991 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1992 1992 -0.2563779 0 19 lesser 9 0.45 0.05
#> 1993 1993 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1994 1994 -0.2563779 0 19 lesser 8 0.40 0.05
#> 1995 1995 -0.2563779 0 19 lesser 11 0.55 0.05
#> 1996 1996 -0.2563779 0 19 lesser 12 0.60 0.05
#> 1997 1997 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1998 1998 -0.2563779 0 19 lesser 10 0.50 0.05
#> 1999 1999 -0.2563779 0 19 lesser 8 0.40 0.05
#> 2000 2000 -0.2563779 0 19 lesser 10 0.50 0.05
#> 2001 2001 -0.2563779 0 19 lesser 7 0.35 0.05
#> 2002 2002 -0.2563779 0 19 lesser 14 0.70 0.05
#> 2003 2003 -0.2563779 0 19 lesser 2 0.10 0.05
#> 2004 2004 -0.2563779 0 19 lesser 10 0.50 0.05
#> 2005 2005 -0.2563779 0 19 lesser 9 0.45 0.05
#> 2006 2006 -0.2563779 0 19 lesser 8 0.40 0.05
#> 2007 2007 -0.2563779 0 19 lesser 13 0.65 0.05
#> 2008 2008 -0.2563779 0 19 lesser 8 0.40 0.05
#> 2009 2009 -0.2563779 0 19 lesser 5 0.25 0.05
#> 2010 2010 -0.2563779 0 19 lesser 8 0.40 0.05
#> 2011 2011 -0.2563779 0 19 lesser 9 0.45 0.05
#> 2012 2012 -0.2563779 0 19 lesser 12 0.60 0.05
#> 2013 2013 -0.2563779 0 19 lesser 11 0.55 0.05
#> 2014 2014 -0.2563779 0 19 lesser 11 0.55 0.05
#> 2015 2015 -0.2563779 0 19 lesser 11 0.55 0.05
#> 2016 2016 -0.2563779 0 19 lesser 8 0.40 0.05
#> 2017 2017 -0.2563779 0 19 lesser 14 0.70 0.05
#> 2018 2018 -0.2563779 0 19 lesser 13 0.65 0.05
#> 2019 2019 -0.2563779 0 19 lesser 11 0.55 0.05
#> 2020 2020 -0.2563779 0 19 lesser 12 0.60 0.05
#> 2021 2021 -0.2563779 0 19 lesser 5 0.25 0.05
#> 2022 2022 -0.2563779 0 19 lesser 10 0.50 0.05
#> 2023 2023 -0.2563779 0 19 lesser 6 0.30 0.05
#> 2024 2024 -0.2563779 0 19 lesser 10 0.50 0.05
#> 2025 2025 -0.2563779 0 19 lesser 8 0.40 0.05
#> 2026 2026 -0.2563779 0 19 lesser 7 0.35 0.05
#> 2027 2027 -0.2563779 0 19 lesser 12 0.60 0.05
#> 2028 2028 -0.2563779 0 19 lesser 7 0.35 0.05
#> 2029 2029 -0.2563779 0 19 lesser 6 0.30 0.05
#> 2030 2030 -0.2563779 0 19 lesser 9 0.45 0.05
#> 2031 2031 -0.2563779 0 19 lesser 7 0.35 0.05
#> 2032 2032 -0.2563779 0 19 lesser 11 0.55 0.05
#> 2033 2033 -0.2563779 0 19 lesser 7 0.35 0.05
#> 2034 2034 -0.2563779 0 19 lesser 9 0.45 0.05
#> 2035 2035 -0.2563779 0 19 lesser 10 0.50 0.05
#> 2036 2036 -0.2563779 0 19 lesser 4 0.20 0.05
#> 2037 2037 -0.2563779 0 19 lesser 9 0.45 0.05
#> 2038 2038 -0.2563779 0 19 lesser 11 0.55 0.05
#> 2039 2039 -0.2563779 0 19 lesser 5 0.25 0.05
#> 2040 2040 -0.2563779 0 19 lesser 10 0.50 0.05
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#> 2044 2044 -0.2563779 0 19 lesser 11 0.55 0.05
#> 2045 2045 -0.2563779 0 19 lesser 12 0.60 0.05
#> 2046 2046 -0.2563779 0 19 lesser 4 0.20 0.05
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#> 2050 2050 -0.2563779 0 19 lesser 13 0.65 0.05
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#> 2054 2054 -0.2563779 0 19 lesser 8 0.40 0.05
#> 2055 2055 -0.2563779 0 19 lesser 12 0.60 0.05
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#> 2058 2058 -0.2563779 0 19 lesser 7 0.35 0.05
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#> 2060 2060 -0.2563779 0 19 lesser 10 0.50 0.05
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#> 2063 2063 -0.2563779 0 19 lesser 9 0.45 0.05
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#> 2066 2066 -0.2563779 0 19 lesser 7 0.35 0.05
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#> 2069 2069 -0.2563779 0 19 lesser 11 0.55 0.05
#> 2070 2070 -0.2563779 0 19 lesser 10 0.50 0.05
#> 2071 2071 -0.2563779 0 19 lesser 13 0.65 0.05
#> 2072 2072 -0.2563779 0 19 lesser 9 0.45 0.05
#> 2073 2073 -0.2563779 0 19 lesser 10 0.50 0.05
#> 2074 2074 -0.2563779 0 19 lesser 15 0.75 0.05
#> 2075 2075 -0.2563779 0 19 lesser 6 0.30 0.05
#> 2076 2076 -0.2563779 0 19 lesser 8 0.40 0.05
#> 2077 2077 -0.2563779 0 19 lesser 14 0.70 0.05
#> 2078 2078 -0.2563779 0 19 lesser 11 0.55 0.05
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#> 4791 4791 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4792 4792 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4793 4793 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4794 4794 -0.2563779 0 19 lesser 13 0.65 0.05
#> 4795 4795 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4796 4796 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4797 4797 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4798 4798 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4799 4799 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4800 4800 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4801 4801 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4802 4802 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4803 4803 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4804 4804 -0.2563779 0 19 lesser 13 0.65 0.05
#> 4805 4805 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4806 4806 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4807 4807 -0.2563779 0 19 lesser 13 0.65 0.05
#> 4808 4808 -0.2563779 0 19 lesser 5 0.25 0.05
#> 4809 4809 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4810 4810 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4811 4811 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4812 4812 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4813 4813 -0.2563779 0 19 lesser 13 0.65 0.05
#> 4814 4814 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4815 4815 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4816 4816 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4817 4817 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4818 4818 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4819 4819 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4820 4820 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4821 4821 -0.2563779 0 19 lesser 14 0.70 0.05
#> 4822 4822 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4823 4823 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4824 4824 -0.2563779 0 19 lesser 17 0.85 0.05
#> 4825 4825 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4826 4826 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4827 4827 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4828 4828 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4829 4829 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4830 4830 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4831 4831 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4832 4832 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4833 4833 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4834 4834 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4835 4835 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4836 4836 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4837 4837 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4838 4838 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4839 4839 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4840 4840 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4841 4841 -0.2563779 0 19 lesser 14 0.70 0.05
#> 4842 4842 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4843 4843 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4844 4844 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4845 4845 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4846 4846 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4847 4847 -0.2563779 0 19 lesser 13 0.65 0.05
#> 4848 4848 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4849 4849 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4850 4850 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4851 4851 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4852 4852 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4853 4853 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4854 4854 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4855 4855 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4856 4856 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4857 4857 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4858 4858 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4859 4859 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4860 4860 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4861 4861 -0.2563779 0 19 lesser 13 0.65 0.05
#> 4862 4862 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4863 4863 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4864 4864 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4865 4865 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4866 4866 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4867 4867 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4868 4868 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4869 4869 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4870 4870 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4871 4871 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4872 4872 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4873 4873 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4874 4874 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4875 4875 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4876 4876 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4877 4877 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4878 4878 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4879 4879 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4880 4880 -0.2563779 0 19 lesser 5 0.25 0.05
#> 4881 4881 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4882 4882 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4883 4883 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4884 4884 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4885 4885 -0.2563779 0 19 lesser 4 0.20 0.05
#> 4886 4886 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4887 4887 -0.2563779 0 19 lesser 14 0.70 0.05
#> 4888 4888 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4889 4889 -0.2563779 0 19 lesser 15 0.75 0.05
#> 4890 4890 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4891 4891 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4892 4892 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4893 4893 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4894 4894 -0.2563779 0 19 lesser 14 0.70 0.05
#> 4895 4895 -0.2563779 0 19 lesser 14 0.70 0.05
#> 4896 4896 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4897 4897 -0.2563779 0 19 lesser 4 0.20 0.05
#> 4898 4898 -0.2563779 0 19 lesser 13 0.65 0.05
#> 4899 4899 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4900 4900 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4901 4901 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4902 4902 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4903 4903 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4904 4904 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4905 4905 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4906 4906 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4907 4907 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4908 4908 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4909 4909 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4910 4910 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4911 4911 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4912 4912 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4913 4913 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4914 4914 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4915 4915 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4916 4916 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4917 4917 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4918 4918 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4919 4919 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4920 4920 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4921 4921 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4922 4922 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4923 4923 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4924 4924 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4925 4925 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4926 4926 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4927 4927 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4928 4928 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4929 4929 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4930 4930 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4931 4931 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4932 4932 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4933 4933 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4934 4934 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4935 4935 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4936 4936 -0.2563779 0 19 lesser 14 0.70 0.05
#> 4937 4937 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4938 4938 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4939 4939 -0.2563779 0 19 lesser 14 0.70 0.05
#> 4940 4940 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4941 4941 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4942 4942 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4943 4943 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4944 4944 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4945 4945 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4946 4946 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4947 4947 -0.2563779 0 19 lesser 14 0.70 0.05
#> 4948 4948 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4949 4949 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4950 4950 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4951 4951 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4952 4952 -0.2563779 0 19 lesser 13 0.65 0.05
#> 4953 4953 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4954 4954 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4955 4955 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4956 4956 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4957 4957 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4958 4958 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4959 4959 -0.2563779 0 19 lesser 4 0.20 0.05
#> 4960 4960 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4961 4961 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4962 4962 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4963 4963 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4964 4964 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4965 4965 -0.2563779 0 19 lesser 5 0.25 0.05
#> 4966 4966 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4967 4967 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4968 4968 -0.2563779 0 19 lesser 13 0.65 0.05
#> 4969 4969 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4970 4970 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4971 4971 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4972 4972 -0.2563779 0 19 lesser 6 0.30 0.05
#> 4973 4973 -0.2563779 0 19 lesser 14 0.70 0.05
#> 4974 4974 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4975 4975 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4976 4976 -0.2563779 0 19 lesser 13 0.65 0.05
#> 4977 4977 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4978 4978 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4979 4979 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4980 4980 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4981 4981 -0.2563779 0 19 lesser 12 0.60 0.05
#> 4982 4982 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4983 4983 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4984 4984 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4985 4985 -0.2563779 0 19 lesser 7 0.35 0.05
#> 4986 4986 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4987 4987 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4988 4988 -0.2563779 0 19 lesser 5 0.25 0.05
#> 4989 4989 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4990 4990 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4991 4991 -0.2563779 0 19 lesser 10 0.50 0.05
#> 4992 4992 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4993 4993 -0.2563779 0 19 lesser 13 0.65 0.05
#> 4994 4994 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4995 4995 -0.2563779 0 19 lesser 11 0.55 0.05
#> 4996 4996 -0.2563779 0 19 lesser 8 0.40 0.05
#> 4997 4997 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4998 4998 -0.2563779 0 19 lesser 9 0.45 0.05
#> 4999 4999 -0.2563779 0 19 lesser 11 0.55 0.05
#> 5000 5000 -0.2563779 0 19 lesser 8 0.40 0.05
#> sig Mean SD SE
#> 1 FALSE -6.110903e-01 1.5169434 0.021450675
#> 2 FALSE -8.456522e-01 1.5662613 0.022148065
#> 3 FALSE -3.823945e-02 1.9047695 0.026934815
#> 4 FALSE 1.369643e-01 1.3556639 0.019170065
#> 5 FALSE 1.305614e-01 1.6128984 0.022807547
#> 6 FALSE -1.017825e-01 1.1745115 0.016608440
#> 7 FALSE 4.835482e-01 1.0905784 0.015421565
#> 8 FALSE 9.540148e-03 1.4192787 0.020069625
#> 9 FALSE -4.344919e-01 1.1915223 0.016848985
#> 10 FALSE -2.574703e-01 1.3120855 0.018553836
#> 11 FALSE -2.500068e-01 1.4459149 0.020446279
#> 12 FALSE 1.185989e-01 1.3554946 0.019167672
#> 13 FALSE 1.465058e-01 1.1773766 0.016648955
#> 14 FALSE 6.707398e-02 1.2274537 0.017357082
#> 15 FALSE -3.177803e-01 1.1703042 0.016548945
#> 16 FALSE -3.145453e-03 1.6082751 0.022742171
#> 17 FALSE -6.565490e-01 1.3883820 0.019632723
#> 18 FALSE -2.378796e-01 1.3134265 0.018572799
#> 19 FALSE -5.229918e-01 1.1254962 0.015915329
#> 20 FALSE 3.882167e-01 1.2408629 0.017546697
#> 21 FALSE -1.816777e-01 1.1045091 0.015618556
#> 22 FALSE -4.782817e-01 1.5812358 0.022359815
#> 23 FALSE -8.022173e-01 1.1885008 0.016806259
#> 24 FALSE 1.312971e-01 1.1134643 0.015745189
#> 25 FALSE -4.506284e-01 1.4750021 0.020857594
#> 26 FALSE -8.463715e-02 1.3930608 0.019698885
#> 27 FALSE 3.180402e-01 1.6951457 0.023970583
#> 28 FALSE -6.500862e-01 1.7558107 0.024828431
#> 29 FALSE 2.254601e-02 1.3319344 0.018834514
#> 30 FALSE -8.141207e-02 1.2604530 0.017823715
#> 31 FALSE -3.430875e-01 0.9398212 0.013289750
#> 32 FALSE 9.543432e-02 1.3414521 0.018969101
#> 33 FALSE -3.321406e-01 1.1426020 0.016157216
#> 34 FALSE -4.614867e-01 1.0773529 0.015234548
#> 35 FALSE -1.472689e-01 1.4890817 0.021056690
#> 36 FALSE 1.425723e-01 1.0905266 0.015420833
#> 37 FALSE -2.301318e-01 1.1180674 0.015810280
#> 38 FALSE -2.032063e-01 1.6735136 0.023664690
#> 39 FALSE -5.482648e-01 1.0598407 0.014986912
#> 40 FALSE -2.293900e-01 1.4210124 0.020094141
#> 41 FALSE 8.627349e-02 1.0236191 0.014474713
#> 42 FALSE -4.782673e-02 1.3674112 0.019336181
#> 43 FALSE -6.418680e-01 1.1461199 0.016206963
#> 44 FALSE -3.582111e-01 1.0583587 0.014965956
#> 45 FALSE 2.159698e-01 1.2963109 0.018330771
#> 46 FALSE 2.732725e-01 1.7144252 0.024243210
#> 47 FALSE -3.306115e-02 1.2304392 0.017399298
#> 48 FALSE -9.465817e-01 1.3024639 0.018417780
#> 49 FALSE -3.378476e-01 1.1934915 0.016876831
#> 50 FALSE -1.913495e-02 1.6138428 0.022820901
#> 51 FALSE -3.149462e-01 1.3523131 0.019122683
#> 52 FALSE -2.561089e-01 1.2770365 0.018058218
#> 53 FALSE 3.109975e-01 1.2387597 0.017516956
#> 54 FALSE -7.579646e-01 1.5317065 0.021659435
#> 55 FALSE -4.978752e-01 1.2461829 0.017621926
#> 56 FALSE 7.761036e-03 1.4768259 0.020883384
#> 57 FALSE -4.630862e-01 0.9339225 0.013206338
#> 58 FALSE -1.235279e+00 1.4576616 0.020612386
#> 59 FALSE 1.323286e-01 1.5438985 0.021831839
#> 60 FALSE -3.000775e-01 1.2484278 0.017653670
#> 61 FALSE 3.583493e-02 1.2614636 0.017838005
#> 62 FALSE -1.583071e-01 1.4416786 0.020386376
#> 63 FALSE -1.553439e-01 1.0966787 0.015507829
#> 64 FALSE -2.546499e-01 1.7746893 0.025095387
#> 65 FALSE 7.168429e-03 1.3805647 0.019522181
#> 66 FALSE -5.762328e-01 1.4911481 0.021085911
#> 67 FALSE -8.061854e-02 1.7001925 0.024041948
#> 68 FALSE -6.175006e-01 1.3492314 0.019079106
#> 69 FALSE 1.296722e-01 1.5521243 0.021948158
#> 70 FALSE -1.287453e-01 1.2175387 0.017216876
#> 71 FALSE -3.542398e-01 1.0641929 0.015048456
#> 72 FALSE -3.313245e-01 1.0763841 0.015220848
#> 73 FALSE -3.579578e-01 1.5997949 0.022622254
#> 74 FALSE -5.810343e-01 1.3383904 0.018925806
#> 75 FALSE -5.141371e-01 1.3845769 0.019578916
#> 76 FALSE -5.038534e-02 1.2647776 0.017884868
#> 77 FALSE -4.030018e-01 1.5785878 0.022322371
#> 78 FALSE 2.039588e-01 1.4104997 0.019945483
#> 79 FALSE -3.915882e-01 1.5160517 0.021438065
#> 80 FALSE -5.111387e-01 1.1353738 0.016055005
#> 81 FALSE -1.810548e-01 1.1382607 0.016095828
#> 82 FALSE -8.685555e-01 1.5556509 0.021998026
#> 83 FALSE -3.602463e-01 1.6469296 0.023288772
#> 84 FALSE -9.334351e-02 0.9208908 0.013022061
#> 85 FALSE -5.617764e-01 0.9053566 0.012802396
#> 86 FALSE 2.472045e-01 1.0519397 0.014875187
#> 87 FALSE -5.473472e-01 1.8540994 0.026218304
#> 88 FALSE -3.929423e-01 0.9933165 0.014046213
#> 89 FALSE -4.790649e-01 1.4770010 0.020885860
#> 90 FALSE -2.939113e-03 1.1299694 0.015978582
#> 91 FALSE 4.052130e-01 1.8240584 0.025793502
#> 92 FALSE -6.909690e-01 1.4789657 0.020913642
#> 93 FALSE -1.797808e-01 1.5479463 0.021889078
#> 94 FALSE -5.029811e-02 1.6128009 0.022806168
#> 95 FALSE -3.202851e-01 1.1140257 0.015753127
#> 96 FALSE -1.289087e-01 1.5105151 0.021359774
#> 97 FALSE -3.316078e-01 1.3764163 0.019463520
#> 98 FALSE -5.462741e-01 1.1309681 0.015992704
#> 99 FALSE 2.956909e-01 1.3250455 0.018737100
#> 100 FALSE 2.611005e-02 1.4519908 0.020532197
#> 101 FALSE -5.545819e-01 1.1219684 0.015865442
#> 102 FALSE -3.276298e-01 1.4947745 0.021137190
#> 103 FALSE -2.867895e-01 1.1447927 0.016188195
#> 104 FALSE -5.322313e-02 1.3526584 0.019127566
#> 105 FALSE -1.957582e-01 1.8600148 0.026301951
#> 106 FALSE 7.406770e-02 1.5183282 0.021470256
#> 107 FALSE -5.440381e-01 1.3910060 0.019669829
#> 108 FALSE 2.315520e-01 1.0778103 0.015241015
#> 109 FALSE -8.222572e-01 1.1076509 0.015662983
#> 110 FALSE -6.609949e-01 1.3343394 0.018868522
#> 111 FALSE -2.715561e-02 0.9936396 0.014050781
#> 112 FALSE -7.150676e-01 0.8187540 0.011577772
#> 113 FALSE 1.055835e-01 1.3046055 0.018448063
#> 114 FALSE -5.299964e-01 1.1244979 0.015901212
#> 115 FALSE -6.297951e-01 1.4788008 0.020911311
#> 116 FALSE 2.893815e-02 1.5799777 0.022342025
#> 117 FALSE -3.547875e-01 1.4701162 0.020788504
#> 118 FALSE 2.536188e-01 1.1939241 0.016882949
#> 119 FALSE -1.584580e-01 1.0613519 0.015008282
#> 120 FALSE -3.414385e-01 1.1757066 0.016625339
#> 121 FALSE -3.116399e-01 0.9887267 0.013981309
#> 122 FALSE 7.314529e-02 1.2286993 0.017374695
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#> 1695 FALSE -1.513091e-01 1.4617705 0.020670490
#> 1696 FALSE -3.129342e-01 1.3633883 0.019279295
#> 1697 FALSE -4.190895e-01 1.0247679 0.014490957
#> 1698 FALSE -2.656251e-02 0.9771073 0.013817002
#> 1699 FALSE -1.886413e-01 1.2792347 0.018089301
#> 1700 FALSE -7.863779e-01 1.0698733 0.015128781
#> 1701 FALSE -3.742303e-01 1.3705373 0.019380386
#> 1702 FALSE -3.046265e-01 1.5055845 0.021290052
#> 1703 FALSE -6.251967e-02 1.0797992 0.015269139
#> 1704 FALSE -5.521384e-01 0.9153895 0.012944268
#> 1705 FALSE -1.614613e-02 1.3035665 0.018433371
#> 1706 FALSE -4.341276e-01 1.4715481 0.020808751
#> 1707 FALSE -8.793933e-01 1.5502138 0.021921142
#> 1708 FALSE 1.614033e-01 1.4373363 0.020324973
#> 1709 FALSE -6.981722e-01 1.3568368 0.019186652
#> 1710 FALSE -7.996614e-02 1.3417031 0.018972650
#> 1711 FALSE -1.507039e-01 1.5018422 0.021237132
#> 1712 FALSE -4.212319e-01 1.0906035 0.015421921
#> 1713 FALSE -2.443763e-01 1.1466797 0.016214878
#> 1714 FALSE -4.614785e-01 1.1362151 0.016066901
#> 1715 FALSE 2.423428e-01 1.6369918 0.023148245
#> 1716 FALSE 2.886773e-01 1.1936836 0.016879548
#> 1717 FALSE -3.953341e-01 1.0895228 0.015406638
#> 1718 FALSE -2.821822e-01 1.1156748 0.015776447
#> 1719 FALSE -6.534997e-01 1.4072600 0.019899672
#> 1720 FALSE -5.358724e-01 1.2283536 0.017369806
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#> 1724 FALSE -2.359504e-03 1.5612597 0.022077339
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#> 1726 FALSE -5.883830e-01 1.2967623 0.018337155
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#> 1729 FALSE -1.820451e-01 1.4723728 0.020820414
#> 1730 FALSE -9.626419e-01 1.3862569 0.019602672
#> 1731 FALSE -2.770283e-01 1.2065028 0.017060820
#> 1732 FALSE -3.975564e-01 1.3344017 0.018869404
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#> 1735 FALSE -4.651029e-01 1.1446852 0.016186675
#> 1736 FALSE 4.227259e-01 1.1706257 0.016553492
#> 1737 FALSE 1.089861e-01 1.4551967 0.020577531
#> 1738 FALSE -3.152921e-01 1.3061060 0.018469281
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#> 1743 FALSE -5.191468e-02 1.4179937 0.020051454
#> 1744 FALSE -5.840047e-01 0.9987423 0.014122936
#> 1745 FALSE -5.037087e-01 1.5918727 0.022510229
#> 1746 FALSE -1.657284e-01 1.3365125 0.018899251
#> 1747 FALSE -3.721590e-01 1.4954130 0.021146218
#> 1748 FALSE 4.583471e-01 1.1307931 0.015990230
#> 1749 FALSE -3.275632e-02 1.6344795 0.023112719
#> 1750 FALSE -9.890549e-02 1.1046996 0.015621250
#> 1751 FALSE -2.023138e-02 1.2321832 0.017423959
#> 1752 FALSE -1.852588e-01 1.4792163 0.020917186
#> 1753 FALSE -4.447726e-01 1.4469774 0.020461305
#> 1754 FALSE 2.714297e-02 1.1497345 0.016258076
#> 1755 FALSE -8.719178e-02 1.3154823 0.018601868
#> 1756 FALSE 2.809622e-01 1.1601356 0.016405155
#> 1757 FALSE -4.764395e-01 1.1359615 0.016063316
#> 1758 FALSE -1.966937e-01 1.2363467 0.017482834
#> 1759 FALSE -4.916068e-01 1.2705189 0.017966053
#> 1760 FALSE 4.488315e-01 1.0340491 0.014622201
#> 1761 FALSE -8.018209e-01 1.2384890 0.017513128
#> 1762 FALSE -1.433000e-01 0.8743263 0.012363605
#> 1763 FALSE -7.381488e-01 1.4272834 0.020182817
#> 1764 FALSE 3.296498e-03 1.2775105 0.018064920
#> 1765 FALSE -1.672429e-01 1.4331935 0.020266391
#> 1766 FALSE 5.089945e-01 1.4107317 0.019948765
#> 1767 FALSE 3.295495e-01 1.2041310 0.017027282
#> 1768 FALSE -1.454625e-01 1.0361640 0.014652107
#> 1769 FALSE -4.929847e-01 1.4287767 0.020203934
#> 1770 FALSE 1.236454e-01 0.9341533 0.013209601
#> 1771 FALSE -4.045793e-03 1.2319517 0.017420686
#> 1772 FALSE 2.240415e-01 1.3098480 0.018522196
#> 1773 FALSE -4.649815e-01 1.3144341 0.018587047
#> 1774 FALSE -5.393320e-01 0.9619030 0.013602003
#> 1775 FALSE -1.152330e-01 1.2501286 0.017677721
#> 1776 FALSE 1.682821e-01 1.1603288 0.016407887
#> 1777 FALSE -2.465251e-01 1.4543168 0.020565088
#> 1778 FALSE -1.966490e-01 1.3904803 0.019662396
#> 1779 FALSE -2.261600e-01 1.6576285 0.023440063
#> 1780 FALSE -2.927509e-01 1.3629317 0.019272838
#> 1781 FALSE 2.256699e-02 1.4681185 0.020760255
#> 1782 FALSE -1.158850e-01 1.2301416 0.017395090
#> 1783 FALSE -5.187919e-01 1.5079726 0.021323820
#> 1784 FALSE -3.934472e-01 1.6195485 0.022901584
#> 1785 FALSE -5.315388e-01 1.1913128 0.016846023
#> 1786 FALSE -3.315958e-01 1.5888537 0.022467538
#> 1787 FALSE -3.060070e-01 1.2349400 0.017462943
#> 1788 FALSE 1.853731e-01 1.5331153 0.021679357
#> 1789 FALSE -4.481965e-01 1.0822233 0.015303419
#> 1790 FALSE -8.848305e-02 1.0234851 0.014472818
#> 1791 FALSE -3.988212e-01 1.3647041 0.019297901
#> 1792 FALSE -5.618633e-01 1.1009149 0.015567731
#> 1793 FALSE -3.519828e-01 1.4193271 0.020070309
#> 1794 FALSE -2.065718e-01 1.2895843 0.018235652
#> 1795 FALSE 9.677947e-02 1.3094253 0.018516218
#> 1796 FALSE -2.800299e-01 1.0633707 0.015036830
#> 1797 FALSE 8.852952e-02 1.5085132 0.021331465
#> 1798 FALSE 9.980619e-02 1.7639256 0.024943181
#> 1799 FALSE -5.851805e-01 1.5524402 0.021952624
#> 1800 FALSE -6.643772e-02 1.7557690 0.024827841
#> 1801 FALSE 2.142921e-01 1.0426322 0.014743571
#> 1802 FALSE 5.832465e-02 1.5527409 0.021956876
#> 1803 FALSE -4.717865e-01 0.9745495 0.013780833
#> 1804 FALSE -7.683728e-01 1.3656756 0.019311638
#> 1805 FALSE -1.756871e-01 1.4742101 0.020846394
#> 1806 FALSE -9.287742e-01 1.5302391 0.021638685
#> 1807 FALSE -1.558257e-01 1.1443511 0.016181950
#> 1808 FALSE -5.055231e-02 1.4274073 0.020184569
#> 1809 FALSE -6.961660e-01 1.6701318 0.023616868
#> 1810 FALSE -4.699519e-01 1.2892477 0.018230893
#> 1811 FALSE -3.733516e-02 1.3667465 0.019326782
#> 1812 FALSE -4.266624e-01 1.1819511 0.016713641
#> 1813 FALSE -3.766581e-01 1.1278979 0.015949291
#> 1814 FALSE -9.169066e-02 1.4313074 0.020239720
#> 1815 FALSE 2.605663e-01 1.0625522 0.015025254
#> 1816 FALSE -3.310137e-01 1.1763610 0.016634594
#> 1817 FALSE -3.723523e-01 1.6155528 0.022845082
#> 1818 FALSE -7.049782e-01 1.4757616 0.020868335
#> 1819 FALSE -2.797960e-01 1.2501341 0.017677798
#> 1820 FALSE -5.674142e-01 2.0196884 0.028559852
#> 1821 FALSE 2.254780e-01 1.0126823 0.014320058
#> 1822 FALSE -1.311717e-01 1.3106859 0.018534045
#> 1823 FALSE -2.460262e-01 2.1164333 0.029927895
#> 1824 FALSE 3.978602e-01 1.2370607 0.017492931
#> 1825 FALSE -9.197120e-01 1.1806801 0.016695668
#> 1826 FALSE -3.790572e-01 1.1519661 0.016289631
#> 1827 FALSE 3.956309e-01 1.2595472 0.017810906
#> 1828 FALSE -1.661760e-01 1.4247956 0.020147638
#> 1829 FALSE 7.929540e-02 1.6886050 0.023878094
#> 1830 FALSE -1.751332e-01 1.2249348 0.017321462
#> 1831 FALSE 2.130339e-01 1.4141910 0.019997681
#> 1832 FALSE -4.723734e-01 0.9802387 0.013861283
#> 1833 FALSE -1.574667e-02 1.3677361 0.019340776
#> 1834 FALSE -1.272298e-01 1.3050776 0.018454740
#> 1835 FALSE -5.116774e-01 1.2805330 0.018107661
#> 1836 FALSE -4.086319e-01 0.7398371 0.010461831
#> 1837 FALSE -8.284421e-01 1.4650616 0.020717028
#> 1838 FALSE -4.133030e-01 1.4423806 0.020396303
#> 1839 FALSE -2.659766e-01 1.1462060 0.016208180
#> 1840 FALSE -3.992393e-01 1.4744258 0.020849445
#> 1841 FALSE -3.465208e-01 1.7118121 0.024206258
#> 1842 FALSE -2.121334e-01 1.3390731 0.018935460
#> 1843 FALSE -1.119889e-01 1.1531043 0.016305728
#> 1844 FALSE -2.903326e-01 1.0640648 0.015046644
#> 1845 FALSE -8.338358e-02 1.0828562 0.015312368
#> 1846 FALSE -3.980456e-01 0.8416476 0.011901505
#> 1847 FALSE -5.365806e-01 1.3467752 0.019044374
#> 1848 FALSE -4.541216e-01 1.3473602 0.019052646
#> 1849 FALSE -1.498375e-01 1.5938810 0.022538627
#> 1850 FALSE -4.744148e-01 1.6072105 0.022727116
#> 1851 FALSE -2.171807e-01 1.4859958 0.021013053
#> 1852 FALSE -4.756694e-01 1.0786815 0.015253335
#> 1853 FALSE 1.328175e-01 1.4072113 0.019898983
#> 1854 FALSE -5.841817e-01 1.1751644 0.016617672
#> 1855 FALSE -3.622210e-01 1.1420875 0.016149942
#> 1856 FALSE -4.861160e-01 1.6369659 0.023147880
#> 1857 FALSE 1.247505e-01 1.3170192 0.018623602
#> 1858 FALSE -1.029879e-01 1.3277477 0.018775311
#> 1859 FALSE -6.078139e-01 0.9212173 0.013026678
#> 1860 FALSE -2.473704e-01 1.0333448 0.014612241
#> 1861 FALSE -5.205450e-02 1.4112999 0.019956799
#> 1862 FALSE -4.451538e-01 1.7289554 0.024448677
#> 1863 FALSE -2.551070e-01 1.2575286 0.017782362
#> 1864 FALSE -2.604639e-01 1.4604016 0.020651132
#> 1865 FALSE -1.120242e-01 1.4850492 0.020999667
#> 1866 FALSE -5.165354e-02 1.4583598 0.020622260
#> 1867 FALSE -2.602049e-01 1.4110293 0.019952972
#> 1868 FALSE -2.281972e-01 1.0046263 0.014206140
#> 1869 FALSE -2.060679e-01 1.4434288 0.020411124
#> 1870 FALSE 7.560501e-02 1.2952257 0.018315426
#> 1871 FALSE -2.248026e-02 1.4276902 0.020188569
#> 1872 FALSE -5.759670e-01 0.9458903 0.013375571
#> 1873 FALSE -7.667850e-02 1.1523949 0.016295696
#> 1874 FALSE 2.689135e-01 1.6354974 0.023127114
#> 1875 FALSE -4.867841e-01 1.3287618 0.018789650
#> 1876 FALSE -5.033624e-01 1.2594009 0.017808837
#> 1877 FALSE -2.655932e-01 1.6919272 0.023925072
#> 1878 FALSE 3.610614e-02 1.3599050 0.019230038
#> 1879 FALSE -5.358438e-01 1.3105536 0.018532173
#> 1880 FALSE -7.488886e-01 1.1907334 0.016837829
#> 1881 FALSE -6.011486e-01 1.6649498 0.023543592
#> 1882 FALSE -9.098096e-02 1.3501114 0.019091549
#> 1883 FALSE -7.281665e-01 1.0185652 0.014403248
#> 1884 FALSE -8.870999e-01 0.9959279 0.014083139
#> 1885 FALSE -5.262149e-01 1.2988402 0.018366538
#> 1886 FALSE -6.865561e-01 1.5417727 0.021801778
#> 1887 FALSE -3.100395e-01 1.4913921 0.021089361
#> 1888 FALSE -2.941438e-01 1.6644498 0.023536522
#> 1889 FALSE -4.128427e-01 1.4188337 0.020063333
#> 1890 FALSE -5.361077e-01 1.1236626 0.015889400
#> 1891 FALSE -1.042277e-02 1.1330782 0.016022543
#> 1892 FALSE -9.424135e-01 1.3432360 0.018994326
#> 1893 FALSE -5.619266e-01 1.3647681 0.019298806
#> 1894 FALSE 1.851484e-01 1.3902502 0.019659141
#> 1895 FALSE -4.263546e-01 1.4340633 0.020278690
#> 1896 FALSE -8.549495e-02 1.0694300 0.015122512
#> 1897 FALSE -1.352609e-01 1.5483425 0.021894681
#> 1898 FALSE -3.668385e-01 1.2249473 0.017321639
#> 1899 FALSE -5.671606e-01 1.4215984 0.020102427
#> 1900 FALSE -4.245036e-02 0.9742792 0.013777011
#> 1901 FALSE -4.904144e-01 1.5579665 0.022030771
#> 1902 FALSE -2.993915e-01 1.2740315 0.018015724
#> 1903 FALSE -2.857937e-01 1.2502321 0.017679184
#> 1904 FALSE -5.111190e-01 0.9915659 0.014021457
#> 1905 FALSE -7.730050e-01 1.7001855 0.024041849
#> 1906 FALSE 8.246534e-02 1.5764946 0.022292771
#> 1907 FALSE -1.590207e-01 1.2909373 0.018254785
#> 1908 FALSE -4.868511e-01 1.1439038 0.016175625
#> 1909 FALSE -9.088040e-01 1.0954062 0.015489834
#> 1910 FALSE -3.067736e-01 1.3900056 0.019655683
#> 1911 FALSE 5.724531e-01 1.1434456 0.016169146
#> 1912 FALSE -2.746785e-02 1.2234132 0.017299945
#> 1913 FALSE -4.627281e-01 1.5616675 0.022083105
#> 1914 FALSE 6.768447e-02 0.7862606 0.011118292
#> 1915 FALSE 2.292782e-02 1.3918826 0.019682225
#> 1916 FALSE 1.740205e-01 1.2283482 0.017369730
#> 1917 FALSE 2.269445e-01 1.1640660 0.016460733
#> 1918 FALSE -4.177292e-01 1.4408809 0.020375096
#> 1919 FALSE -6.249847e-01 1.2904174 0.018247434
#> 1920 FALSE 6.210652e-02 1.6074284 0.022730197
#> 1921 FALSE -5.497688e-01 1.0474588 0.014811823
#> 1922 FALSE -2.991675e-01 1.1751410 0.016617341
#> 1923 FALSE 2.252052e-02 1.6235112 0.022957620
#> 1924 FALSE -8.452819e-02 0.9274384 0.013114649
#> 1925 FALSE -9.209067e-02 1.3089640 0.018509695
#> 1926 FALSE -6.067618e-01 1.5367899 0.021731318
#> 1927 FALSE -1.023795e-01 1.1582526 0.016378528
#> 1928 FALSE -5.116871e-01 1.5212791 0.021511984
#> 1929 FALSE -2.891161e-01 1.1175414 0.015802842
#> 1930 FALSE 4.258717e-01 1.3122976 0.018556835
#> 1931 FALSE -5.452995e-01 1.3827061 0.019552462
#> 1932 FALSE -4.900957e-01 1.5953142 0.022558894
#> 1933 FALSE -5.640311e-01 1.3231158 0.018709812
#> 1934 FALSE -4.946811e-01 1.2584061 0.017794770
#> 1935 FALSE 4.541383e-03 1.2759019 0.018042173
#> 1936 FALSE -1.084579e-01 1.3053111 0.018458040
#> 1937 FALSE 2.823234e-01 1.5476763 0.021885260
#> 1938 FALSE -5.317920e-01 1.2718015 0.017984191
#> 1939 FALSE -8.833035e-01 1.0906193 0.015422144
#> 1940 FALSE -2.025718e-01 1.3843642 0.019575909
#> 1941 FALSE -9.494990e-02 1.5884915 0.022462416
#> 1942 FALSE -1.345902e-01 1.5458070 0.021858827
#> 1943 FALSE -3.255992e-01 1.2979656 0.018354170
#> 1944 FALSE 1.960613e-01 1.0908889 0.015425957
#> 1945 FALSE 1.323971e-01 1.3639142 0.019286731
#> 1946 FALSE 3.930166e-01 1.3683601 0.019349599
#> 1947 FALSE -3.952918e-01 1.2757889 0.018040576
#> 1948 FALSE -1.758908e-01 1.2965471 0.018334112
#> 1949 FALSE -2.841369e-02 1.3965250 0.019747872
#> 1950 FALSE -3.006433e-01 1.4433020 0.020409332
#> 1951 FALSE 1.801453e-01 1.4347106 0.020287843
#> 1952 FALSE 1.406577e-01 1.0526376 0.014885055
#> 1953 FALSE -4.799173e-01 1.9800619 0.027999505
#> 1954 FALSE -3.439575e-01 1.2007780 0.016979867
#> 1955 FALSE -6.821653e-01 0.9616327 0.013598181
#> 1956 FALSE -5.230928e-01 0.9990216 0.014126886
#> 1957 FALSE -3.551442e-01 1.0635188 0.015038924
#> 1958 FALSE 5.318228e-02 1.4367132 0.020316161
#> 1959 FALSE 2.292269e-01 1.4050797 0.019868841
#> 1960 FALSE -5.756106e-01 1.8669816 0.026400466
#> 1961 FALSE -4.843263e-01 1.6438593 0.023245357
#> 1962 FALSE -2.837072e-01 1.2872865 0.018203160
#> 1963 FALSE -4.620571e-01 1.3451075 0.019020791
#> 1964 FALSE 2.312203e-01 1.8616103 0.026324513
#> 1965 FALSE -4.240975e-01 1.5992082 0.022613957
#> 1966 FALSE -2.629982e-01 1.2355485 0.017471548
#> 1967 FALSE -3.034581e-01 1.2569380 0.017774011
#> 1968 FALSE -2.319274e-01 1.0465362 0.014798777
#> 1969 FALSE -1.364583e-01 1.2493095 0.017666137
#> 1970 FALSE -5.344745e-01 1.3297184 0.018803178
#> 1971 FALSE -5.050394e-03 1.6051441 0.022697895
#> 1972 FALSE -3.807911e-01 1.3845572 0.019578638
#> 1973 FALSE 8.454901e-02 1.1476009 0.016227905
#> 1974 FALSE -2.055690e-01 1.4995930 0.021205328
#> 1975 FALSE -2.863136e-01 1.3507514 0.019100599
#> 1976 FALSE -1.230103e-01 1.4466009 0.020455981
#> 1977 FALSE -3.803179e-01 1.6327461 0.023088209
#> 1978 FALSE 1.259911e-01 1.2153462 0.017185872
#> 1979 FALSE 1.648176e-01 1.0304559 0.014571391
#> 1980 FALSE 1.464852e-01 1.2169731 0.017208878
#> 1981 FALSE 1.487381e-01 1.7389951 0.024590646
#> 1982 FALSE -7.578677e-01 1.3013598 0.018402167
#> 1983 FALSE -9.347401e-01 1.5832217 0.022387898
#> 1984 FALSE -1.030977e+00 0.9194705 0.013001977
#> 1985 FALSE -4.390858e-01 1.6300795 0.023050500
#> 1986 FALSE -7.152147e-01 1.4343680 0.020282999
#> 1987 FALSE 3.304174e-01 1.3828156 0.019554010
#> 1988 FALSE 2.202905e-01 1.7914266 0.025332065
#> 1989 FALSE -7.985346e-01 1.0739990 0.015187121
#> 1990 FALSE -5.108991e-01 1.4070796 0.019897120
#> 1991 FALSE -3.140832e-01 1.2419302 0.017561790
#> 1992 FALSE -1.690280e-01 1.3444118 0.019010953
#> 1993 FALSE -1.679898e-01 1.3009157 0.018395886
#> 1994 FALSE 3.009166e-01 1.6122084 0.022797791
#> 1995 FALSE -3.287099e-01 0.9327237 0.013189385
#> 1996 FALSE -5.271878e-01 1.2281499 0.017366926
#> 1997 FALSE -1.724130e-01 1.1249552 0.015907678
#> 1998 FALSE -4.107461e-01 1.1679249 0.016515300
#> 1999 FALSE -2.024346e-01 1.5736240 0.022252179
#> 2000 FALSE -4.342247e-01 1.6145009 0.022830208
#> 2001 FALSE 8.051462e-02 0.9570342 0.013533155
#> 2002 FALSE -6.812042e-01 1.3913056 0.019674066
#> 2003 FALSE 6.198022e-01 1.1805251 0.016693477
#> 2004 FALSE -7.751750e-03 1.6918620 0.023924150
#> 2005 FALSE -6.282449e-01 1.3664197 0.019322160
#> 2006 FALSE -3.417096e-02 1.3643972 0.019293562
#> 2007 FALSE -6.365923e-01 1.4496102 0.020498535
#> 2008 FALSE -2.091992e-01 1.1026796 0.015592685
#> 2009 FALSE 2.029632e-01 1.0697120 0.015126499
#> 2010 FALSE -1.577422e-01 1.4868383 0.021024967
#> 2011 FALSE -4.048487e-01 0.9382501 0.013267533
#> 2012 FALSE -3.980530e-01 1.8760129 0.026528177
#> 2013 FALSE -2.747863e-01 1.4000494 0.019797709
#> 2014 FALSE -3.632223e-01 1.3854476 0.019591229
#> 2015 FALSE -1.017814e-01 1.5407475 0.021787282
#> 2016 FALSE 1.262263e-01 1.4239981 0.020136361
#> 2017 FALSE -8.003829e-01 0.8903275 0.012589874
#> 2018 FALSE -8.436080e-01 1.0638865 0.015044122
#> 2019 FALSE -2.928159e-01 1.1423059 0.016153030
#> 2020 FALSE -2.981891e-01 0.9401826 0.013294860
#> 2021 FALSE 4.190112e-01 1.4738623 0.020841477
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