Simulation of confidence ratings and RTs in dynWEV and 2DSD confidence models
Source:R/simulateWEV.R
simulateWEV.RdSimulates the decision responses and reaction times together with a
discrete confidence judgment in the dynaViTE model, the 2DSD model (Pleskac & Busemeyer, 2010)
and the dynWEV model (Hellmann et al., 2023), given specific parameter constellations.
See ddynaViTE and d2DSD for more information about parameters.
Also computes the Gamma rank correlation between the confidence ratings and condition
(task difficulty), reaction times and accuracy in the simulated output.
Basically, this function is a wrapper for rdynaViTE and r2DSD
for application in confidence experiments with manipulation of specific parameters.
Usage
simulateWEV(paramDf, n = 10000, model = "dynWEV", simult_conf = FALSE,
gamma = FALSE, agg_simus = FALSE, stimulus = c(-1, 1), delta = 0.01,
maxrt = 15, seed = NULL, process_results = FALSE)Arguments
- paramDf
a list or dataframe with one row. Column names should match the names of dynaViTE and 2DSD model specific parameter names. For different stimulus quality/mean drift rates, names should be
v1,v2,v3,.... Differentsvand/orsparameters are possible withsv1,sv2,sv3... (s1,s2,s3,... respectively) with equally many steps as for drift rates. Additionally, the confidence thresholds should be given by names withthetaUpper1,thetaUpper2,...,thetaLower1,... or, for symmetric thresholds only bytheta1,theta2,....- n
integer. The number of samples (per condition and stimulus direction) generated. Total number of samples is
n*nConditions*length(stimulus).- model
character scalar. One of "dynaViTE", "dynWEV", or "2DSD".
- simult_conf
logical.
TRUE, if in the experiment confidence was reported simultaneously with the decision, as then decision and confidence judgment are assumed to have happened subsequent before response and tau is added to the simulated decision time. IfFALSEreturned response time will only be decision time plus non-judgment time component.- gamma
logical. If TRUE, the gamma correlation between confidence ratings, rt and accuracy is computed.
- agg_simus
logical. Simulation is done on a trial basis with RTs outcome. If TRUE, the simulations will be aggregated over RTs to return only the distribution of response and confidence ratings. Default: FALSE.
- stimulus
numeric vector. Either 1, -1 or c(-1, 1) (default). Together with condition represents the experimental situation. In a binary decision task the presented stimulus belongs to one of two categories. In the default setting trials with both categories presented are simulated but one can choose to simulate only trials with the stimulus coming from one category (1 for the category that is associated with positive drift in the decision process where "upper"/1 responses are considered correct and -1 correspondingly for negative drifts and "lower"/-1 correct decisions).
- delta
numeric. Discretization steps for simulations with the stochastic process.
- maxrt
numeric. Maximum reaction time returned. If the simulation of the stochastic process exceeds a rt of
maxrt, the response will be set to 0 andmaxrtwill be returned as rt.- seed
numerical. Seeding for non-random data generation.
- process_results
logical. Whether the output simulations should contain the final state of the decision (and visibility) process as additional column. Default is FALSE, meaning that no additional columns for the final process states are returned.
Value
Depending on gamma and agg_simus.
If gamma is FALSE, returns a data.frame with columns: condition,
stimulus, response, correct, rt, conf (the continuous confidence
measure) and rating (the discrete confidence rating), and dec and vis
(only if process_results=TRUE) for the final states of accumulators in the
simulation or
(if agg_simus=TRUE): condition, stimulus,response, correct,
rating and p (for the probability of a response and rating, given
the condition and stimulus).
If gamma is TRUE, returns a list with elements:
simus (the simulated data frame) and gamma, which is again a list with elements
condition, rt and correct, each a tibble with two columns (see details for more
information).
Details
Simulation of response and decision times is done by simulating normal variables in discretized steps until the lower or upper boundary is met (or the maximal rt is reached). Afterwards, a confidence measure is simulated according to the respective model.
The confidence outputs are then binned according to the given thresholds.
The output of the fitting function fitRTConf with the respective model
fits the argument paramDf for simulation.
The Gamma coefficients are computed separately for correct/incorrect responses for the
correlation of confidence ratings with condition and rt and separately for conditions
for the correlation of accuracy and confidence. The
resulting data frames in the output thus have two columns. One for the grouping variable
and one for the Gamma coefficient.
Note
Different parameters for different conditions are only allowed for drift rate,
v, drift rate variability, sv and diffusion constant s.
All other parameters are used for all conditions.
References
Hellmann, S., Zehetleitner, M., & Rausch, M. (2023). Simultaneous modeling of choice, confidence and response time in visual perception. Psychological Review 2023 Mar 13. doi: 10.1037/rev0000411. Epub ahead of print. PMID: 36913292.
Examples
# Examples for "dynWEV" model (equivalent applicable
# for "2DSD" model (with less parameters))
# 1. Define some parameter set in a data.frame
paramDf <- data.frame(a=2.5,v1=0.1, v2=1, t0=0.1,z=0.55,
sz=0.3,sv=0.8, st0=0, tau=3, w=0.1,
theta1=0.8, svis=0.5, sigvis=0.8)
# 2. Simulate trials for both stimulus categories and all conditions (2)
simus <- simulateWEV(paramDf, model="dynWEV")
head(simus)
#> condition stimulus response correct rt conf rating
#> 1 1 -1 -1 1 2.23 3.9313944 2
#> 2 1 -1 -1 1 1.47 0.2355812 1
#> 3 1 -1 1 0 2.04 -2.3618162 1
#> 4 1 -1 1 0 1.12 -5.3825728 1
#> 5 1 -1 -1 1 1.71 -3.1176363 1
#> 6 1 -1 1 0 0.58 -5.4218208 1
# \donttest{
library(ggplot2)
simus <- simus[simus$response!=0,]
simus$rating <- factor(simus$rating, labels=c("unsure", "sure"))
ggplot(simus, aes(x=rt, group=interaction(correct, rating),
color=as.factor(correct), linetype=rating))+
geom_density(linewidth=1.2, na.rm=TRUE)+xlim(c(0,5))+
facet_grid(rows=vars(condition), labeller = "label_both")
# }
# automatically aggregate simulation distribution
# to get only accuracy x confidence rating distribution for
# all conditions
agg_simus <- simulateWEV(paramDf, model="dynWEV", agg_simus = TRUE)
head(agg_simus)
#> # A tibble: 6 × 4
#> rating correct condition p
#> <dbl> <dbl> <int> <dbl>
#> 1 1 0 1 0.235
#> 2 1 0 2 0.0295
#> 3 1 1 1 0.278
#> 4 1 1 2 0.114
#> 5 2 0 1 0.219
#> 6 2 0 2 0.144
# \donttest{
agg_simus$rating <- factor(agg_simus$rating, labels=c("unsure", "sure"))
library(ggplot2)
ggplot(agg_simus, aes(x=rating, group=correct, fill=as.factor(correct), y=p))+
geom_bar(stat="identity", position="dodge")+
facet_grid(cols=vars(condition), labeller = "label_both")
# }
# \donttest{
# Compute Gamma correlation coefficients between
# confidence and other behavioral measures
# output will be a list
simu_list <- simulateWEV(paramDf,n = 400, model="dynWEV", gamma=TRUE)
simu_list
#> $simus
#> condition stimulus response correct rt conf rating
#> 1 1 -1 1 0 2.31 6.743326273 2
#> 2 1 -1 1 0 3.55 -4.068547915 1
#> 3 1 -1 -1 1 2.40 -0.076271617 1
#> 4 1 -1 1 0 0.93 -0.231713571 1
#> 5 1 -1 1 0 0.71 3.743882502 2
#> 6 1 -1 1 0 2.83 0.475864781 1
#> 7 1 -1 1 0 0.55 -3.017793159 1
#> 8 1 -1 -1 1 4.03 10.301628377 2
#> 9 1 -1 -1 1 1.14 5.699525679 2
#> 10 1 -1 -1 1 1.15 -0.979530483 1
#> 11 1 -1 1 0 0.69 -0.045228910 1
#> 12 1 -1 1 0 2.34 -0.391400714 1
#> 13 1 -1 -1 1 0.55 0.945892935 2
#> 14 1 -1 1 0 2.09 -3.988814101 1
#> 15 1 -1 1 0 1.56 -2.839402510 1
#> 16 1 -1 -1 1 2.44 3.214660999 2
#> 17 1 -1 -1 1 0.44 3.555012585 2
#> 18 1 -1 -1 1 0.44 1.220514699 2
#> 19 1 -1 -1 1 1.29 6.391060568 2
#> 20 1 -1 -1 1 1.46 -6.078859196 1
#> 21 1 -1 -1 1 2.11 -4.889932223 1
#> 22 1 -1 1 0 0.51 4.381228892 2
#> 23 1 -1 -1 1 0.41 3.193648224 2
#> 24 1 -1 1 0 0.98 1.499787726 2
#> 25 1 -1 1 0 1.98 2.741144360 2
#> 26 1 -1 1 0 1.62 1.772724866 2
#> 27 1 -1 -1 1 1.11 -4.371576118 1
#> 28 1 -1 1 0 2.18 0.300340402 1
#> 29 1 -1 -1 1 2.54 10.144793322 2
#> 30 1 -1 1 0 0.76 1.172392646 2
#> 31 1 -1 1 0 1.71 -3.659473043 1
#> 32 1 -1 -1 1 0.47 0.526775603 1
#> 33 1 -1 1 0 2.41 2.009140105 2
#> 34 1 -1 -1 1 0.44 4.706259010 2
#> 35 1 -1 -1 1 1.20 2.500280391 2
#> 36 1 -1 1 0 0.25 -2.882725342 1
#> 37 1 -1 1 0 1.62 -2.117345186 1
#> 38 1 -1 1 0 0.35 -0.391690853 1
#> 39 1 -1 -1 1 0.92 -1.422894288 1
#> 40 1 -1 1 0 1.67 -0.857155739 1
#> 41 1 -1 -1 1 0.81 -2.352981902 1
#> 42 1 -1 -1 1 1.07 -0.345258517 1
#> 43 1 -1 -1 1 1.65 3.131797108 2
#> 44 1 -1 1 0 1.19 -4.319845144 1
#> 45 1 -1 1 0 0.29 2.565331121 2
#> 46 1 -1 -1 1 0.39 0.009973161 1
#> 47 1 -1 -1 1 1.85 -1.707609694 1
#> 48 1 -1 1 0 0.55 2.659798870 2
#> 49 1 -1 1 0 0.78 -5.163883821 1
#> 50 1 -1 -1 1 2.14 0.627358246 1
#> 51 1 -1 -1 1 0.66 4.997716647 2
#> 52 1 -1 -1 1 0.84 2.764228406 2
#> 53 1 -1 -1 1 0.88 -2.858966510 1
#> 54 1 -1 -1 1 5.65 0.052830347 1
#> 55 1 -1 -1 1 0.62 4.357784284 2
#> 56 1 -1 -1 1 2.12 8.216502159 2
#> 57 1 -1 -1 1 0.55 -2.801467886 1
#> 58 1 -1 1 0 0.38 0.122539695 1
#> 59 1 -1 -1 1 0.67 -1.253732264 1
#> 60 1 -1 1 0 3.67 -4.526469718 1
#> 61 1 -1 1 0 0.30 -1.682307459 1
#> 62 1 -1 1 0 1.41 -0.044414438 1
#> 63 1 -1 -1 1 0.61 3.939823106 2
#> 64 1 -1 1 0 1.91 -0.216609686 1
#> 65 1 -1 -1 1 1.34 2.720160108 2
#> 66 1 -1 -1 1 1.31 1.858609840 2
#> 67 1 -1 1 0 0.40 4.706522097 2
#> 68 1 -1 -1 1 0.59 2.694709646 2
#> 69 1 -1 -1 1 0.40 0.744693243 1
#> 70 1 -1 -1 1 2.75 0.831614855 2
#> 71 1 -1 1 0 0.28 1.660245804 2
#> 72 1 -1 1 0 0.55 -0.598511431 1
#> 73 1 -1 -1 1 0.48 -0.196756967 1
#> 74 1 -1 -1 1 1.43 -1.442953432 1
#> 75 1 -1 -1 1 2.03 -0.236614698 1
#> 76 1 -1 -1 1 0.71 3.165954306 2
#> 77 1 -1 -1 1 0.36 -0.040642080 1
#> 78 1 -1 1 0 0.93 0.738917819 1
#> 79 1 -1 -1 1 2.30 0.395963822 1
#> 80 1 -1 1 0 2.83 -0.247218186 1
#> 81 1 -1 -1 1 0.75 6.798010095 2
#> 82 1 -1 1 0 0.43 -0.104772485 1
#> 83 1 -1 1 0 1.84 1.732103825 2
#> 84 1 -1 1 0 5.64 -7.275162930 1
#> 85 1 -1 1 0 0.95 2.299382883 2
#> 86 1 -1 -1 1 3.06 -6.379346090 1
#> 87 1 -1 -1 1 0.53 -1.304119446 1
#> 88 1 -1 1 0 0.46 0.207079713 1
#> 89 1 -1 -1 1 2.10 6.552855682 2
#> 90 1 -1 1 0 1.52 -1.476299099 1
#> 91 1 -1 1 0 1.78 5.061512728 2
#> 92 1 -1 -1 1 1.26 0.992541997 2
#> 93 1 -1 -1 1 0.36 -0.017019156 1
#> 94 1 -1 -1 1 2.60 -6.112756229 1
#> 95 1 -1 -1 1 1.36 1.782660099 2
#> 96 1 -1 -1 1 2.48 1.269654473 2
#> 97 1 -1 -1 1 0.48 5.011055026 2
#> 98 1 -1 -1 1 0.56 -1.384226242 1
#> 99 1 -1 1 0 0.92 3.115512539 2
#> 100 1 -1 -1 1 0.44 -1.974943781 1
#> 101 1 -1 -1 1 2.74 -4.966092274 1
#> 102 1 -1 -1 1 2.57 -2.544368399 1
#> 103 1 -1 1 0 0.58 -1.397370475 1
#> 104 1 -1 -1 1 2.52 0.155142329 1
#> 105 1 -1 -1 1 1.56 1.607431108 2
#> 106 1 -1 1 0 0.75 -5.128432933 1
#> 107 1 -1 1 0 2.74 1.776855611 2
#> 108 1 -1 -1 1 2.26 1.491776519 2
#> 109 1 -1 -1 1 4.47 -7.792003228 1
#> 110 1 -1 1 0 1.66 4.479991801 2
#> 111 1 -1 1 0 1.56 2.940194119 2
#> 112 1 -1 -1 1 0.79 -0.847033857 1
#> 113 1 -1 1 0 0.59 3.828969706 2
#> 114 1 -1 -1 1 0.74 -2.832781310 1
#> 115 1 -1 -1 1 1.59 1.675271810 2
#> 116 1 -1 1 0 4.79 4.472136690 2
#> 117 1 -1 -1 1 0.88 -2.089867895 1
#> 118 1 -1 1 0 1.55 -1.746084130 1
#> 119 1 -1 -1 1 3.45 2.284590564 2
#> 120 1 -1 -1 1 1.31 -0.357193689 1
#> 121 1 -1 1 0 6.40 4.903197769 2
#> 122 1 -1 -1 1 1.15 0.646063275 1
#> 123 1 -1 -1 1 0.94 -1.816318446 1
#> 124 1 -1 1 0 0.53 1.864478067 2
#> 125 1 -1 1 0 0.30 1.915979911 2
#> 126 1 -1 1 0 0.77 3.712363463 2
#> 127 1 -1 -1 1 1.34 -8.100584481 1
#> 128 1 -1 1 0 0.28 5.306341691 2
#> 129 1 -1 1 0 0.28 0.168206283 1
#> 130 1 -1 1 0 0.81 1.165146886 2
#> 131 1 -1 1 0 2.34 3.725006540 2
#> 132 1 -1 -1 1 2.80 5.304734314 2
#> 133 1 -1 1 0 0.92 3.887506993 2
#> 134 1 -1 -1 1 0.84 6.538449471 2
#> 135 1 -1 1 0 0.81 -3.320032853 1
#> 136 1 -1 -1 1 3.86 -0.739135814 1
#> 137 1 -1 1 0 0.93 5.429633748 2
#> 138 1 -1 -1 1 0.80 5.568071937 2
#> 139 1 -1 -1 1 2.05 4.813012279 2
#> 140 1 -1 -1 1 0.43 2.537247655 2
#> 141 1 -1 1 0 1.27 0.004793424 1
#> 142 1 -1 1 0 0.62 -0.318383527 1
#> 143 1 -1 -1 1 0.54 1.140693712 2
#> 144 1 -1 1 0 0.87 -0.503511586 1
#> 145 1 -1 -1 1 2.08 3.078001560 2
#> 146 1 -1 -1 1 0.87 1.444933639 2
#> 147 1 -1 1 0 0.57 3.792548348 2
#> 148 1 -1 1 0 0.27 3.178120961 2
#> 149 1 -1 1 0 1.29 -0.691216192 1
#> 150 1 -1 1 0 0.89 2.787695264 2
#> 151 1 -1 1 0 1.38 -0.471296147 1
#> 152 1 -1 1 0 0.80 -2.686800485 1
#> 153 1 -1 -1 1 0.52 -1.011985191 1
#> 154 1 -1 1 0 0.61 0.709390926 1
#> 155 1 -1 -1 1 0.97 1.890110811 2
#> 156 1 -1 -1 1 1.79 4.906575326 2
#> 157 1 -1 -1 1 0.49 -2.974303067 1
#> 158 1 -1 1 0 0.87 1.711560233 2
#> 159 1 -1 1 0 1.79 4.994246945 2
#> 160 1 -1 -1 1 0.82 1.260948234 2
#> 161 1 -1 -1 1 3.29 0.030279270 1
#> 162 1 -1 -1 1 0.75 -3.911380436 1
#> 163 1 -1 1 0 1.07 0.777695256 1
#> 164 1 -1 -1 1 1.25 0.387698926 1
#> 165 1 -1 1 0 0.63 -3.793538594 1
#> 166 1 -1 -1 1 4.87 3.052911372 2
#> 167 1 -1 -1 1 1.13 -4.406856700 1
#> 168 1 -1 -1 1 2.66 3.814819397 2
#> 169 1 -1 -1 1 2.28 -3.610070400 1
#> 170 1 -1 -1 1 6.11 2.185663011 2
#> 171 1 -1 -1 1 1.64 3.402510670 2
#> 172 1 -1 1 0 1.83 -3.104348475 1
#> 173 1 -1 1 0 1.79 -1.513108161 1
#> 174 1 -1 1 0 0.38 0.975193575 2
#> 175 1 -1 -1 1 0.63 -0.701319787 1
#> 176 1 -1 -1 1 1.22 -1.052510856 1
#> 177 1 -1 -1 1 3.03 0.189786739 1
#> 178 1 -1 1 0 0.51 1.470779667 2
#> 179 1 -1 1 0 0.37 -0.020501833 1
#> 180 1 -1 -1 1 0.52 -1.396472302 1
#> 181 1 -1 1 0 1.55 -1.632982457 1
#> 182 1 -1 -1 1 4.04 5.472539277 2
#> 183 1 -1 1 0 1.75 -2.282323841 1
#> 184 1 -1 -1 1 0.96 -2.821735298 1
#> 185 1 -1 1 0 1.38 3.108702010 2
#> 186 1 -1 -1 1 1.10 0.204379169 1
#> 187 1 -1 1 0 1.50 9.834793529 2
#> 188 1 -1 1 0 0.74 3.118418166 2
#> 189 1 -1 -1 1 2.28 -1.689375246 1
#> 190 1 -1 1 0 4.33 -5.307820578 1
#> 191 1 -1 -1 1 0.93 -0.701924563 1
#> 192 1 -1 1 0 0.85 -0.601878254 1
#> 193 1 -1 1 0 0.65 2.083839201 2
#> 194 1 -1 -1 1 1.00 2.032273161 2
#> 195 1 -1 1 0 0.44 -5.303823878 1
#> 196 1 -1 -1 1 1.05 1.081977717 2
#> 197 1 -1 1 0 1.16 1.405906162 2
#> 198 1 -1 -1 1 1.61 -3.301170602 1
#> 199 1 -1 -1 1 1.68 -1.512001368 1
#> 200 1 -1 -1 1 1.78 2.631936062 2
#> 201 1 -1 1 0 1.50 -2.566826787 1
#> 202 1 -1 1 0 0.89 8.842049367 2
#> 203 1 -1 1 0 1.52 2.078365117 2
#> 204 1 -1 -1 1 1.74 -8.387884559 1
#> 205 1 -1 1 0 2.23 -0.127283117 1
#> 206 1 -1 -1 1 0.52 1.182251511 2
#> 207 1 -1 -1 1 0.60 -2.509241928 1
#> 208 1 -1 -1 1 0.73 -1.028174196 1
#> 209 1 -1 -1 1 0.93 -2.479384743 1
#> 210 1 -1 -1 1 1.73 -0.117166297 1
#> 211 1 -1 1 0 0.70 -5.622682383 1
#> 212 1 -1 1 0 1.02 -2.071920017 1
#> 213 1 -1 1 0 0.49 0.740314712 1
#> 214 1 -1 1 0 1.49 -1.420921553 1
#> 215 1 -1 -1 1 5.24 -2.245240193 1
#> 216 1 -1 1 0 2.30 5.574037916 2
#> 217 1 -1 -1 1 0.57 0.169610520 1
#> 218 1 -1 -1 1 0.73 4.272850231 2
#> 219 1 -1 1 0 2.47 -4.784127872 1
#> 220 1 -1 -1 1 0.85 2.507020267 2
#> 221 1 -1 -1 1 0.39 4.373232176 2
#> 222 1 -1 -1 1 0.62 1.978460774 2
#> 223 1 -1 -1 1 0.77 -0.022147962 1
#> 224 1 -1 -1 1 0.45 2.924297275 2
#> 225 1 -1 -1 1 0.41 -2.848043576 1
#> 226 1 -1 1 0 1.34 -0.544077608 1
#> 227 1 -1 1 0 1.35 -0.402212762 1
#> 228 1 -1 -1 1 0.81 2.721304403 2
#> 229 1 -1 1 0 1.19 2.302024085 2
#> 230 1 -1 1 0 2.01 7.011001267 2
#> 231 1 -1 1 0 3.11 0.542457204 1
#> 232 1 -1 1 0 0.91 1.270924568 2
#> 233 1 -1 1 0 0.66 1.917480476 2
#> 234 1 -1 -1 1 1.33 -0.680369800 1
#> 235 1 -1 1 0 1.69 4.663531060 2
#> 236 1 -1 1 0 0.95 -3.150290371 1
#> 237 1 -1 -1 1 0.55 -0.548223496 1
#> 238 1 -1 -1 1 1.57 -5.835392010 1
#> 239 1 -1 -1 1 0.97 -0.209031604 1
#> 240 1 -1 -1 1 0.38 -0.235618227 1
#> 241 1 -1 1 0 0.53 -1.297521817 1
#> 242 1 -1 -1 1 0.77 2.124229310 2
#> 243 1 -1 1 0 1.75 0.326025980 1
#> 244 1 -1 -1 1 0.62 3.745630086 2
#> 245 1 -1 -1 1 2.05 -7.956759661 1
#> 246 1 -1 -1 1 0.43 2.565276592 2
#> 247 1 -1 -1 1 2.00 3.689076421 2
#> 248 1 -1 -1 1 1.00 3.422445438 2
#> 249 1 -1 1 0 1.41 -1.996297263 1
#> 250 1 -1 -1 1 0.68 0.315247803 1
#> 251 1 -1 -1 1 3.02 -1.435399346 1
#> 252 1 -1 1 0 0.69 3.690883072 2
#> 253 1 -1 1 0 0.83 5.139249686 2
#> 254 1 -1 -1 1 0.70 2.237416926 2
#> 255 1 -1 1 0 1.09 3.845565352 2
#> 256 1 -1 1 0 2.71 0.884642651 2
#> 257 1 -1 -1 1 1.57 1.110037966 2
#> 258 1 -1 -1 1 0.61 -1.703540265 1
#> 259 1 -1 1 0 0.60 4.591609764 2
#> 260 1 -1 1 0 3.53 5.103073158 2
#> 261 1 -1 -1 1 1.77 -2.779326899 1
#> 262 1 -1 1 0 0.70 0.274035706 1
#> 263 1 -1 -1 1 1.29 0.550710989 1
#> 264 1 -1 -1 1 0.52 -1.911379111 1
#> 265 1 -1 -1 1 1.10 1.438963391 2
#> 266 1 -1 -1 1 0.89 0.019855399 1
#> 267 1 -1 -1 1 1.14 1.181954783 2
#> 268 1 -1 1 0 0.68 -0.019373017 1
#> 269 1 -1 1 0 1.02 1.192601238 2
#> 270 1 -1 -1 1 1.55 0.163471564 1
#> 271 1 -1 1 0 7.13 -3.533003013 1
#> 272 1 -1 1 0 0.24 0.846212243 2
#> 273 1 -1 1 0 0.32 4.625369350 2
#> 274 1 -1 -1 1 0.38 -0.857839575 1
#> 275 1 -1 -1 1 0.76 3.406846048 2
#> 276 1 -1 1 0 0.35 0.288148841 1
#> 277 1 -1 1 0 0.54 -2.410014332 1
#> 278 1 -1 -1 1 1.34 -1.720465747 1
#> 279 1 -1 1 0 1.95 0.912176204 2
#> 280 1 -1 1 0 2.22 -1.899088073 1
#> 281 1 -1 -1 1 2.43 -2.147273770 1
#> 282 1 -1 -1 1 1.66 -0.674295508 1
#> 283 1 -1 1 0 0.36 5.809035397 2
#> 284 1 -1 -1 1 1.02 3.842791902 2
#> 285 1 -1 1 0 0.51 3.661393991 2
#> 286 1 -1 -1 1 1.99 -2.647542552 1
#> 287 1 -1 1 0 1.93 8.481116239 2
#> 288 1 -1 1 0 2.95 -6.450803375 1
#> 289 1 -1 -1 1 1.19 2.361766419 2
#> 290 1 -1 1 0 0.90 -4.117666858 1
#> 291 1 -1 1 0 2.67 4.135267372 2
#> 292 1 -1 1 0 0.35 4.360352450 2
#> 293 1 -1 1 0 1.12 1.352622311 2
#> 294 1 -1 -1 1 0.70 -1.445017344 1
#> 295 1 -1 -1 1 0.58 -1.453733729 1
#> 296 1 -1 1 0 0.51 -0.213367921 1
#> 297 1 -1 1 0 1.05 0.374884335 1
#> 298 1 -1 1 0 2.06 1.787283785 2
#> 299 1 -1 -1 1 0.68 0.556663397 1
#> 300 1 -1 1 0 0.31 -3.513716413 1
#> 301 1 -1 -1 1 0.67 -3.081174372 1
#> 302 1 -1 -1 1 0.77 6.341928829 2
#> 303 1 -1 1 0 0.90 2.053247327 2
#> 304 1 -1 -1 1 1.70 -2.108333127 1
#> 305 1 -1 -1 1 4.27 -4.307258525 1
#> 306 1 -1 -1 1 1.92 7.278077279 2
#> 307 1 -1 1 0 1.33 0.445016084 1
#> 308 1 -1 -1 1 1.55 -0.422526038 1
#> 309 1 -1 1 0 2.00 1.363026745 2
#> 310 1 -1 1 0 1.29 -2.042705108 1
#> 311 1 -1 1 0 0.67 1.001269471 2
#> 312 1 -1 1 0 1.67 -2.846758503 1
#> 313 1 -1 1 0 1.40 2.079187031 2
#> 314 1 -1 -1 1 1.38 2.989416601 2
#> 315 1 -1 -1 1 0.77 -5.150951440 1
#> 316 1 -1 -1 1 1.01 3.889156820 2
#> 317 1 -1 1 0 1.37 -4.682076030 1
#> 318 1 -1 -1 1 3.37 -2.895128970 1
#> 319 1 -1 1 0 0.83 1.339422451 2
#> 320 1 -1 1 0 0.66 -1.303369634 1
#> 321 1 -1 -1 1 2.60 3.833625696 2
#> 322 1 -1 -1 1 0.91 0.199640788 1
#> 323 1 -1 -1 1 4.48 -1.700092845 1
#> 324 1 -1 1 0 3.13 5.321540140 2
#> 325 1 -1 1 0 1.22 0.309836356 1
#> 326 1 -1 1 0 0.90 2.369005612 2
#> 327 1 -1 1 0 0.53 1.533834718 2
#> 328 1 -1 1 0 0.81 1.477861268 2
#> 329 1 -1 -1 1 0.41 -1.222053323 1
#> 330 1 -1 1 0 0.28 -1.996666814 1
#> 331 1 -1 1 0 0.24 -3.081882022 1
#> 332 1 -1 1 0 0.38 0.743982602 1
#> 333 1 -1 1 0 4.71 2.473225396 2
#> 334 1 -1 1 0 1.34 -1.760774015 1
#> 335 1 -1 1 0 0.31 1.079047739 2
#> 336 1 -1 -1 1 1.51 1.472235440 2
#> 337 1 -1 -1 1 0.50 3.218954992 2
#> 338 1 -1 -1 1 0.67 -1.394553400 1
#> 339 1 -1 1 0 1.72 -1.365144044 1
#> 340 1 -1 -1 1 5.83 1.436479576 2
#> 341 1 -1 1 0 1.94 -0.432910052 1
#> 342 1 -1 1 0 2.12 2.952264390 2
#> 343 1 -1 1 0 0.32 0.669317283 1
#> 344 1 -1 1 0 2.18 3.954852396 2
#> 345 1 -1 1 0 4.50 1.850154319 2
#> 346 1 -1 -1 1 1.12 -0.162538244 1
#> 347 1 -1 1 0 0.47 5.211612266 2
#> 348 1 -1 -1 1 1.96 3.393398314 2
#> 349 1 -1 1 0 0.84 0.476833020 1
#> 350 1 -1 1 0 0.61 -1.004677032 1
#> 351 1 -1 1 0 0.78 4.565685765 2
#> 352 1 -1 -1 1 2.05 0.856347597 2
#> 353 1 -1 1 0 2.97 -8.992441365 1
#> 354 1 -1 -1 1 1.67 5.290424996 2
#> 355 1 -1 1 0 2.10 1.749386482 2
#> 356 1 -1 -1 1 1.83 7.246683680 2
#> 357 1 -1 -1 1 0.93 4.166474775 2
#> 358 1 -1 -1 1 0.88 -0.946571578 1
#> 359 1 -1 1 0 1.39 4.584296326 2
#> 360 1 -1 -1 1 1.86 1.484963231 2
#> 361 1 -1 -1 1 1.22 0.523466582 1
#> 362 1 -1 1 0 0.87 2.706229399 2
#> 363 1 -1 1 0 0.56 -0.999311849 1
#> 364 1 -1 -1 1 2.04 -1.363604166 1
#> 365 1 -1 -1 1 1.35 3.492589118 2
#> 366 1 -1 -1 1 1.00 -1.462664622 1
#> 367 1 -1 1 0 0.24 -2.869209803 1
#> 368 1 -1 -1 1 1.07 -1.513439834 1
#> 369 1 -1 1 0 0.25 1.332504653 2
#> 370 1 -1 -1 1 1.41 0.721996189 1
#> 371 1 -1 1 0 1.21 0.621877210 1
#> 372 1 -1 1 0 0.65 -1.814098239 1
#> 373 1 -1 1 0 6.15 4.739840757 2
#> 374 1 -1 -1 1 1.68 -2.533708399 1
#> 375 1 -1 1 0 0.31 -0.728333622 1
#> 376 1 -1 1 0 0.29 4.529495836 2
#> 377 1 -1 -1 1 1.75 2.314085335 2
#> 378 1 -1 -1 1 1.20 1.157715001 2
#> 379 1 -1 -1 1 1.17 -3.140739916 1
#> 380 1 -1 1 0 0.64 0.379851667 1
#> 381 1 -1 1 0 2.47 -5.206384570 1
#> 382 1 -1 1 0 4.18 -5.089148123 1
#> 383 1 -1 1 0 0.98 0.367524747 1
#> 384 1 -1 1 0 7.64 -12.746884362 1
#> 385 1 -1 -1 1 0.53 0.386974972 1
#> 386 1 -1 -1 1 2.25 -3.837464067 1
#> 387 1 -1 -1 1 1.02 -2.559662434 1
#> 388 1 -1 1 0 1.17 -4.655536605 1
#> 389 1 -1 -1 1 2.05 -0.968750072 1
#> 390 1 -1 1 0 1.38 -0.332040349 1
#> 391 1 -1 -1 1 0.46 2.507467732 2
#> 392 1 -1 1 0 1.70 5.582538933 2
#> 393 1 -1 -1 1 3.61 5.243210124 2
#> 394 1 -1 -1 1 1.48 -0.458146411 1
#> 395 1 -1 1 0 2.35 0.150305467 1
#> 396 1 -1 -1 1 0.77 2.078207743 2
#> 397 1 -1 1 0 0.97 1.859629181 2
#> 398 1 -1 -1 1 1.09 -1.930008368 1
#> 399 1 -1 1 0 1.40 2.552194719 2
#> 400 1 -1 1 0 1.04 -1.349245212 1
#> 401 2 -1 -1 1 0.85 2.602538951 2
#> 402 2 -1 -1 1 0.86 8.968207106 2
#> 403 2 -1 -1 1 0.87 -0.362070194 1
#> 404 2 -1 -1 1 0.84 5.935433771 2
#> 405 2 -1 -1 1 1.09 4.321959393 2
#> 406 2 -1 -1 1 0.90 6.746271455 2
#> 407 2 -1 -1 1 0.83 5.652111720 2
#> 408 2 -1 1 0 0.40 0.845088944 2
#> 409 2 -1 -1 1 0.73 5.011992682 2
#> 410 2 -1 -1 1 0.75 3.599103876 2
#> 411 2 -1 -1 1 1.30 7.782173810 2
#> 412 2 -1 -1 1 0.53 5.922310167 2
#> 413 2 -1 -1 1 0.77 -1.519961055 1
#> 414 2 -1 -1 1 1.30 2.038012175 2
#> 415 2 -1 -1 1 0.48 5.184611960 2
#> 416 2 -1 -1 1 1.18 4.404052943 2
#> 417 2 -1 1 0 0.95 4.278972407 2
#> 418 2 -1 -1 1 2.60 1.142107530 2
#> 419 2 -1 -1 1 2.48 7.300303280 2
#> 420 2 -1 -1 1 3.25 10.993706889 2
#> 421 2 -1 -1 1 0.54 0.137836314 1
#> 422 2 -1 1 0 0.59 6.135084522 2
#> 423 2 -1 -1 1 2.27 8.180181421 2
#> 424 2 -1 -1 1 0.49 1.090328516 2
#> 425 2 -1 -1 1 1.56 -1.422194897 1
#> 426 2 -1 -1 1 1.11 6.928876099 2
#> 427 2 -1 -1 1 0.76 4.735485415 2
#> 428 2 -1 -1 1 0.78 11.674485212 2
#> 429 2 -1 1 0 0.41 2.880874142 2
#> 430 2 -1 -1 1 0.73 4.256089929 2
#> 431 2 -1 -1 1 0.35 2.170221561 2
#> 432 2 -1 -1 1 1.27 6.837704908 2
#> 433 2 -1 -1 1 0.80 0.958050231 2
#> 434 2 -1 -1 1 0.57 6.796903319 2
#> 435 2 -1 -1 1 1.25 9.131962614 2
#> 436 2 -1 1 0 0.60 1.447551233 2
#> 437 2 -1 -1 1 0.74 7.688098337 2
#> 438 2 -1 -1 1 0.65 3.670643164 2
#> 439 2 -1 1 0 0.70 1.715972703 2
#> 440 2 -1 -1 1 0.25 6.687471987 2
#> 441 2 -1 -1 1 0.82 4.757857865 2
#> 442 2 -1 -1 1 0.93 9.775228824 2
#> 443 2 -1 -1 1 1.62 9.482180179 2
#> 444 2 -1 -1 1 0.94 8.917132612 2
#> 445 2 -1 -1 1 0.52 2.613532713 2
#> 446 2 -1 -1 1 1.53 7.664935863 2
#> 447 2 -1 -1 1 0.46 4.057526697 2
#> 448 2 -1 -1 1 0.32 4.405540828 2
#> 449 2 -1 -1 1 0.29 0.825717359 2
#> 450 2 -1 1 0 1.05 5.492736768 2
#> 451 2 -1 -1 1 0.52 -0.253834881 1
#> 452 2 -1 -1 1 0.56 -1.195878220 1
#> 453 2 -1 -1 1 1.65 3.137900520 2
#> 454 2 -1 1 0 1.06 5.740110491 2
#> 455 2 -1 -1 1 0.49 4.508061451 2
#> 456 2 -1 1 0 3.50 0.900950928 2
#> 457 2 -1 -1 1 3.66 4.819166966 2
#> 458 2 -1 -1 1 2.05 2.265243208 2
#> 459 2 -1 -1 1 0.62 -1.976749755 1
#> 460 2 -1 -1 1 5.11 3.748804498 2
#> 461 2 -1 1 0 1.89 3.231151309 2
#> 462 2 -1 -1 1 1.13 2.413758523 2
#> 463 2 -1 -1 1 1.12 5.142933669 2
#> 464 2 -1 1 0 3.25 1.163384841 2
#> 465 2 -1 -1 1 0.90 5.468415947 2
#> 466 2 -1 -1 1 0.59 5.375161616 2
#> 467 2 -1 -1 1 1.48 10.605629688 2
#> 468 2 -1 -1 1 0.99 5.298840650 2
#> 469 2 -1 -1 1 0.93 3.175206312 2
#> 470 2 -1 -1 1 1.10 5.181595639 2
#> 471 2 -1 -1 1 0.83 8.999367349 2
#> 472 2 -1 -1 1 3.20 8.535609747 2
#> 473 2 -1 -1 1 0.37 6.326733211 2
#> 474 2 -1 -1 1 0.39 2.794575606 2
#> 475 2 -1 -1 1 1.19 2.771498700 2
#> 476 2 -1 -1 1 0.68 5.465011217 2
#> 477 2 -1 1 0 0.56 6.423525856 2
#> 478 2 -1 -1 1 1.49 2.901374521 2
#> 479 2 -1 -1 1 1.98 8.729879472 2
#> 480 2 -1 -1 1 0.94 4.438432516 2
#> 481 2 -1 -1 1 0.69 8.826376423 2
#> 482 2 -1 -1 1 0.88 6.729571970 2
#> 483 2 -1 1 0 1.95 1.341083241 2
#> 484 2 -1 -1 1 0.62 -0.708496046 1
#> 485 2 -1 -1 1 2.19 9.624944047 2
#> 486 2 -1 -1 1 1.01 2.239766453 2
#> 487 2 -1 -1 1 0.62 6.178401782 2
#> 488 2 -1 1 0 0.37 3.365902480 2
#> 489 2 -1 -1 1 0.56 2.670109496 2
#> 490 2 -1 -1 1 1.87 5.304981378 2
#> 491 2 -1 -1 1 0.76 7.039320793 2
#> 492 2 -1 -1 1 1.41 -2.627468279 1
#> 493 2 -1 -1 1 1.58 4.560937614 2
#> 494 2 -1 -1 1 0.66 6.945613821 2
#> 495 2 -1 1 0 1.19 1.256711876 2
#> 496 2 -1 1 0 3.00 3.247426174 2
#> 497 2 -1 -1 1 5.79 15.813344161 2
#> 498 2 -1 -1 1 3.05 4.530088334 2
#> 499 2 -1 -1 1 0.97 0.153649840 1
#> 500 2 -1 1 0 8.55 9.486081867 2
#> 501 2 -1 -1 1 0.84 8.299179692 2
#> 502 2 -1 -1 1 1.21 3.860852857 2
#> 503 2 -1 1 0 0.90 -0.184144155 1
#> 504 2 -1 -1 1 0.88 3.626964553 2
#> 505 2 -1 -1 1 1.63 6.558737957 2
#> 506 2 -1 -1 1 2.35 2.020647934 2
#> 507 2 -1 -1 1 2.99 8.420290363 2
#> 508 2 -1 1 0 0.67 0.655414476 1
#> 509 2 -1 1 0 0.52 4.414885126 2
#> 510 2 -1 -1 1 1.03 5.494109520 2
#> 511 2 -1 -1 1 2.63 8.418763709 2
#> 512 2 -1 1 0 0.51 2.448829984 2
#> 513 2 -1 -1 1 0.36 4.574262899 2
#> 514 2 -1 -1 1 0.49 6.781358219 2
#> 515 2 -1 -1 1 0.51 0.449862835 1
#> 516 2 -1 -1 1 0.81 -2.371821249 1
#> 517 2 -1 1 0 1.83 0.817216623 2
#> 518 2 -1 -1 1 2.13 2.962406981 2
#> 519 2 -1 -1 1 0.44 2.522911083 2
#> 520 2 -1 -1 1 0.81 6.783234896 2
#> 521 2 -1 1 0 0.75 2.648201399 2
#> 522 2 -1 -1 1 0.34 8.056371067 2
#> 523 2 -1 1 0 0.82 3.832512837 2
#> 524 2 -1 -1 1 12.10 30.191798675 2
#> 525 2 -1 -1 1 3.63 1.847713499 2
#> 526 2 -1 -1 1 0.76 3.322440718 2
#> 527 2 -1 1 0 2.18 3.654997058 2
#> 528 2 -1 -1 1 0.99 3.248597263 2
#> 529 2 -1 -1 1 1.16 3.856788366 2
#> 530 2 -1 -1 1 1.23 5.784429660 2
#> 531 2 -1 1 0 3.01 2.104178911 2
#> 532 2 -1 -1 1 1.46 2.849141119 2
#> 533 2 -1 -1 1 0.99 2.677206426 2
#> 534 2 -1 -1 1 1.04 6.630464410 2
#> 535 2 -1 -1 1 0.44 5.052964865 2
#> 536 2 -1 -1 1 1.02 2.154724183 2
#> 537 2 -1 -1 1 0.95 3.775918680 2
#> 538 2 -1 -1 1 0.56 4.155127368 2
#> 539 2 -1 -1 1 2.21 5.326402867 2
#> 540 2 -1 -1 1 1.52 2.773386588 2
#> 541 2 -1 -1 1 1.65 10.768131607 2
#> 542 2 -1 -1 1 0.87 1.520593717 2
#> 543 2 -1 -1 1 0.66 2.578017833 2
#> 544 2 -1 -1 1 0.94 6.833487763 2
#> 545 2 -1 -1 1 0.63 4.816029590 2
#> 546 2 -1 -1 1 2.93 7.107607598 2
#> 547 2 -1 -1 1 5.36 -1.076679660 1
#> 548 2 -1 -1 1 0.35 3.375694634 2
#> 549 2 -1 -1 1 0.49 -0.538250569 1
#> 550 2 -1 -1 1 0.65 4.826146775 2
#> 551 2 -1 1 0 0.79 7.032681056 2
#> 552 2 -1 -1 1 1.04 4.647627399 2
#> 553 2 -1 -1 1 1.50 5.946782064 2
#> 554 2 -1 -1 1 3.45 7.857180292 2
#> 555 2 -1 -1 1 0.78 6.974850759 2
#> 556 2 -1 -1 1 3.45 6.376858596 2
#> 557 2 -1 -1 1 2.20 0.991775707 2
#> 558 2 -1 -1 1 1.74 7.577336330 2
#> 559 2 -1 -1 1 1.22 5.912424058 2
#> 560 2 -1 -1 1 0.33 6.270301507 2
#> 561 2 -1 -1 1 0.62 9.168799448 2
#> 562 2 -1 -1 1 1.98 7.340836073 2
#> 563 2 -1 -1 1 0.55 4.276094269 2
#> 564 2 -1 -1 1 1.34 -0.448430363 1
#> 565 2 -1 -1 1 0.41 6.500533980 2
#> 566 2 -1 1 0 2.80 1.973552010 2
#> 567 2 -1 -1 1 0.67 4.106733241 2
#> 568 2 -1 -1 1 0.24 3.881711612 2
#> 569 2 -1 1 0 1.17 -0.636989183 1
#> 570 2 -1 -1 1 0.95 1.041328645 2
#> 571 2 -1 1 0 2.07 6.067168792 2
#> 572 2 -1 -1 1 0.54 4.464068131 2
#> 573 2 -1 -1 1 0.45 7.576863206 2
#> 574 2 -1 -1 1 0.44 3.164743940 2
#> 575 2 -1 1 0 0.41 3.448818213 2
#> 576 2 -1 -1 1 2.50 4.854222424 2
#> 577 2 -1 -1 1 2.04 5.009352073 2
#> 578 2 -1 -1 1 1.03 3.387620905 2
#> 579 2 -1 1 0 0.30 5.560939017 2
#> 580 2 -1 -1 1 1.40 6.537355844 2
#> 581 2 -1 -1 1 1.19 1.314543249 2
#> 582 2 -1 -1 1 2.07 -1.442701268 1
#> 583 2 -1 -1 1 1.04 4.535078303 2
#> 584 2 -1 1 0 2.06 -4.355951951 1
#> 585 2 -1 -1 1 0.43 0.914988171 2
#> 586 2 -1 -1 1 0.95 8.901976473 2
#> 587 2 -1 -1 1 0.46 6.086781048 2
#> 588 2 -1 -1 1 1.62 0.947190415 2
#> 589 2 -1 1 0 2.54 0.244543214 1
#> 590 2 -1 1 0 4.01 8.516964641 2
#> 591 2 -1 -1 1 1.30 0.581077957 1
#> 592 2 -1 -1 1 2.28 8.599285441 2
#> 593 2 -1 -1 1 0.29 3.638639135 2
#> 594 2 -1 -1 1 0.52 -2.399717802 1
#> 595 2 -1 -1 1 1.07 2.188673246 2
#> 596 2 -1 1 0 0.76 -0.029454125 1
#> 597 2 -1 -1 1 0.51 -0.560270489 1
#> 598 2 -1 -1 1 1.06 2.343712312 2
#> 599 2 -1 -1 1 0.91 -0.330379286 1
#> 600 2 -1 -1 1 4.96 9.316907758 2
#> 601 2 -1 -1 1 0.24 5.118612116 2
#> 602 2 -1 -1 1 1.05 4.194297337 2
#> 603 2 -1 -1 1 0.39 5.562544246 2
#> 604 2 -1 -1 1 2.29 5.404715353 2
#> 605 2 -1 -1 1 1.59 2.749635486 2
#> 606 2 -1 -1 1 2.99 5.328833152 2
#> 607 2 -1 -1 1 0.67 5.118062317 2
#> 608 2 -1 -1 1 2.07 7.800061826 2
#> 609 2 -1 -1 1 0.53 4.372506135 2
#> 610 2 -1 1 0 1.62 8.127921446 2
#> 611 2 -1 -1 1 0.47 3.654031834 2
#> 612 2 -1 -1 1 1.18 3.574520883 2
#> 613 2 -1 -1 1 0.94 3.979626438 2
#> 614 2 -1 -1 1 0.65 5.258919548 2
#> 615 2 -1 -1 1 1.61 5.368967306 2
#> 616 2 -1 -1 1 1.32 1.731148948 2
#> 617 2 -1 1 0 1.29 -1.342455832 1
#> 618 2 -1 1 0 0.67 -1.337612820 1
#> 619 2 -1 -1 1 0.88 -1.663568228 1
#> 620 2 -1 1 0 1.68 9.558087213 2
#> 621 2 -1 -1 1 0.87 1.435277001 2
#> 622 2 -1 -1 1 2.39 3.788488394 2
#> 623 2 -1 -1 1 1.83 5.776980524 2
#> 624 2 -1 -1 1 2.23 4.077587894 2
#> 625 2 -1 1 0 4.43 12.616694431 2
#> 626 2 -1 -1 1 0.84 4.251603259 2
#> 627 2 -1 -1 1 0.34 5.647571423 2
#> 628 2 -1 -1 1 0.26 -0.997133596 1
#> 629 2 -1 -1 1 2.24 8.451123431 2
#> 630 2 -1 -1 1 0.57 4.796143008 2
#> 631 2 -1 -1 1 0.81 3.142555328 2
#> 632 2 -1 -1 1 0.38 6.116553592 2
#> 633 2 -1 -1 1 0.93 6.983285330 2
#> 634 2 -1 -1 1 0.67 5.632386247 2
#> 635 2 -1 -1 1 0.46 5.869447406 2
#> 636 2 -1 -1 1 0.48 2.143150834 2
#> 637 2 -1 1 0 1.37 -0.774785728 1
#> 638 2 -1 -1 1 0.49 -0.836741759 1
#> 639 2 -1 -1 1 1.91 3.671361317 2
#> 640 2 -1 1 0 0.75 -0.815953540 1
#> 641 2 -1 -1 1 0.50 5.364785955 2
#> 642 2 -1 1 0 1.77 4.769172364 2
#> 643 2 -1 1 0 0.54 0.973684771 2
#> 644 2 -1 -1 1 0.28 4.023902790 2
#> 645 2 -1 1 0 0.69 1.275491288 2
#> 646 2 -1 -1 1 0.64 8.343224407 2
#> 647 2 -1 -1 1 1.72 5.739442256 2
#> 648 2 -1 -1 1 1.14 -2.951803330 1
#> 649 2 -1 -1 1 1.27 5.255280399 2
#> 650 2 -1 -1 1 2.22 9.593524181 2
#> 651 2 -1 -1 1 0.80 2.870120256 2
#> 652 2 -1 -1 1 2.85 3.280508665 2
#> 653 2 -1 -1 1 0.82 5.177109479 2
#> 654 2 -1 -1 1 6.00 10.875365779 2
#> 655 2 -1 1 0 0.45 -2.839908884 1
#> 656 2 -1 -1 1 0.70 0.350162628 1
#> 657 2 -1 1 0 1.01 -1.869249901 1
#> 658 2 -1 -1 1 0.59 3.002312729 2
#> 659 2 -1 -1 1 2.35 6.928881022 2
#> 660 2 -1 -1 1 1.07 3.661447299 2
#> 661 2 -1 -1 1 1.18 10.026081091 2
#> 662 2 -1 -1 1 1.85 0.123622185 1
#> 663 2 -1 -1 1 0.52 4.028278054 2
#> 664 2 -1 -1 1 0.51 7.556658290 2
#> 665 2 -1 -1 1 0.55 0.870858211 2
#> 666 2 -1 1 0 0.56 -0.804581215 1
#> 667 2 -1 1 0 0.63 0.002171477 1
#> 668 2 -1 -1 1 1.61 7.119644995 2
#> 669 2 -1 -1 1 0.77 6.412943076 2
#> 670 2 -1 -1 1 1.24 6.395247483 2
#> 671 2 -1 1 0 1.35 2.455304722 2
#> 672 2 -1 -1 1 1.02 4.616465237 2
#> 673 2 -1 1 0 1.76 3.908847148 2
#> 674 2 -1 -1 1 2.64 7.298040278 2
#> 675 2 -1 -1 1 0.86 3.234894275 2
#> 676 2 -1 1 0 2.58 5.008194096 2
#> 677 2 -1 -1 1 0.42 2.435817926 2
#> 678 2 -1 -1 1 1.63 5.836795106 2
#> 679 2 -1 -1 1 0.80 8.505757296 2
#> 680 2 -1 -1 1 0.51 6.119969698 2
#> 681 2 -1 -1 1 0.22 2.689255481 2
#> 682 2 -1 -1 1 1.48 5.088748731 2
#> 683 2 -1 -1 1 0.52 2.135253413 2
#> 684 2 -1 -1 1 1.87 5.672836534 2
#> 685 2 -1 -1 1 1.45 1.075019848 2
#> 686 2 -1 -1 1 0.97 10.510792205 2
#> 687 2 -1 -1 1 0.42 6.790001039 2
#> 688 2 -1 1 0 1.17 4.024182478 2
#> 689 2 -1 -1 1 2.01 9.474900156 2
#> 690 2 -1 -1 1 0.83 0.875396730 2
#> 691 2 -1 1 0 1.15 2.723052641 2
#> 692 2 -1 1 0 0.53 -0.561247359 1
#> 693 2 -1 -1 1 1.06 7.921864657 2
#> 694 2 -1 -1 1 0.58 4.770305352 2
#> 695 2 -1 -1 1 0.68 0.510435188 1
#> 696 2 -1 1 0 0.87 2.641998820 2
#> 697 2 -1 -1 1 1.57 6.896272396 2
#> 698 2 -1 -1 1 0.53 -1.345503650 1
#> 699 2 -1 -1 1 0.87 0.399116865 1
#> 700 2 -1 -1 1 4.58 7.348937483 2
#> 701 2 -1 -1 1 1.36 5.004022170 2
#> 702 2 -1 -1 1 1.00 0.048070266 1
#> 703 2 -1 1 0 0.56 0.278493568 1
#> 704 2 -1 -1 1 1.66 -0.464173922 1
#> 705 2 -1 -1 1 0.93 0.361388111 1
#> 706 2 -1 -1 1 1.15 7.725767460 2
#> 707 2 -1 -1 1 1.07 7.634194249 2
#> 708 2 -1 -1 1 0.36 7.754603490 2
#> 709 2 -1 -1 1 3.31 17.624645246 2
#> 710 2 -1 -1 1 3.01 5.925176865 2
#> 711 2 -1 -1 1 1.08 10.881734738 2
#> 712 2 -1 -1 1 0.67 5.039756436 2
#> 713 2 -1 -1 1 0.93 0.085291554 1
#> 714 2 -1 1 0 0.49 5.109374074 2
#> 715 2 -1 -1 1 3.82 3.458771654 2
#> 716 2 -1 1 0 0.44 4.240892276 2
#> 717 2 -1 -1 1 0.28 5.028009286 2
#> 718 2 -1 -1 1 0.55 6.165436768 2
#> 719 2 -1 -1 1 0.69 8.523958488 2
#> 720 2 -1 -1 1 1.98 6.553156311 2
#> 721 2 -1 -1 1 0.40 0.309016600 1
#> 722 2 -1 -1 1 1.14 1.757025908 2
#> 723 2 -1 -1 1 2.30 5.510132343 2
#> 724 2 -1 1 0 2.56 8.945515595 2
#> 725 2 -1 -1 1 1.22 4.955997349 2
#> 726 2 -1 -1 1 0.74 3.782868954 2
#> 727 2 -1 1 0 0.68 4.834738529 2
#> 728 2 -1 -1 1 2.35 1.480972109 2
#> 729 2 -1 -1 1 0.85 4.631459768 2
#> 730 2 -1 -1 1 1.09 6.015122471 2
#> 731 2 -1 -1 1 0.73 -0.526206601 1
#> 732 2 -1 -1 1 0.53 4.481864037 2
#> 733 2 -1 -1 1 0.28 5.022036981 2
#> 734 2 -1 -1 1 1.48 0.323371797 1
#> 735 2 -1 1 0 0.97 5.239273184 2
#> 736 2 -1 1 0 0.54 -1.323082486 1
#> 737 2 -1 -1 1 1.56 7.310224631 2
#> 738 2 -1 -1 1 0.30 3.307163979 2
#> 739 2 -1 1 0 0.50 0.638341464 1
#> 740 2 -1 -1 1 0.97 8.070474153 2
#> 741 2 -1 -1 1 0.72 7.475528662 2
#> 742 2 -1 1 0 1.56 3.107876182 2
#> 743 2 -1 -1 1 1.45 3.550062263 2
#> 744 2 -1 -1 1 0.81 -0.630080072 1
#> 745 2 -1 -1 1 1.02 3.322325427 2
#> 746 2 -1 -1 1 0.60 5.186184259 2
#> 747 2 -1 -1 1 0.62 2.293554232 2
#> 748 2 -1 -1 1 0.51 0.850439198 2
#> 749 2 -1 -1 1 3.53 1.527771614 2
#> 750 2 -1 -1 1 1.82 1.900409036 2
#> 751 2 -1 -1 1 1.92 5.373430451 2
#> 752 2 -1 -1 1 2.24 3.674688108 2
#> 753 2 -1 -1 1 0.62 0.058189418 1
#> 754 2 -1 -1 1 0.43 0.204385757 1
#> 755 2 -1 -1 1 1.15 -0.451332782 1
#> 756 2 -1 -1 1 1.26 3.049992694 2
#> 757 2 -1 -1 1 1.76 8.498012739 2
#> 758 2 -1 1 0 1.45 5.874915346 2
#> 759 2 -1 1 0 1.43 0.017582064 1
#> 760 2 -1 -1 1 1.92 1.173192254 2
#> 761 2 -1 -1 1 0.37 1.775120605 2
#> 762 2 -1 -1 1 2.25 7.062317149 2
#> 763 2 -1 1 0 0.62 9.620446611 2
#> 764 2 -1 -1 1 1.37 2.524181279 2
#> 765 2 -1 -1 1 2.67 8.136106324 2
#> 766 2 -1 -1 1 0.61 5.925924155 2
#> 767 2 -1 -1 1 1.19 0.963540112 2
#> 768 2 -1 -1 1 0.71 5.293787606 2
#> 769 2 -1 -1 1 0.59 6.999628135 2
#> 770 2 -1 -1 1 0.62 4.500979052 2
#> 771 2 -1 -1 1 1.19 7.346082758 2
#> 772 2 -1 -1 1 1.19 1.655077630 2
#> 773 2 -1 -1 1 0.71 0.060801649 1
#> 774 2 -1 -1 1 0.44 7.196721467 2
#> 775 2 -1 -1 1 0.84 2.025517313 2
#> 776 2 -1 1 0 0.47 2.578606275 2
#> 777 2 -1 1 0 4.69 8.358207488 2
#> 778 2 -1 1 0 1.23 -2.102941206 1
#> 779 2 -1 1 0 1.66 4.978384424 2
#> 780 2 -1 -1 1 2.69 -2.262916277 1
#> 781 2 -1 -1 1 1.58 7.702560674 2
#> 782 2 -1 -1 1 0.41 6.345187801 2
#> 783 2 -1 1 0 1.56 3.410329269 2
#> 784 2 -1 -1 1 1.09 1.113099554 2
#> 785 2 -1 -1 1 0.95 6.290331108 2
#> 786 2 -1 -1 1 2.99 9.055019650 2
#> 787 2 -1 -1 1 0.56 5.811703233 2
#> 788 2 -1 -1 1 0.39 8.306760945 2
#> 789 2 -1 -1 1 0.35 9.379968665 2
#> 790 2 -1 -1 1 0.81 1.021757412 2
#> 791 2 -1 -1 1 1.57 6.692432146 2
#> 792 2 -1 1 0 0.61 7.668131811 2
#> 793 2 -1 -1 1 0.57 4.651299593 2
#> 794 2 -1 -1 1 2.30 5.604112861 2
#> 795 2 -1 -1 1 0.77 1.386390827 2
#> 796 2 -1 -1 1 0.75 3.407251256 2
#> 797 2 -1 1 0 0.69 3.130793683 2
#> 798 2 -1 -1 1 1.88 0.454353637 1
#> 799 2 -1 1 0 3.36 3.789209154 2
#> 800 2 -1 -1 1 0.59 0.883609985 2
#> 801 1 1 -1 0 0.32 -0.260262919 1
#> 802 1 1 -1 0 5.24 -0.618900615 1
#> 803 1 1 -1 0 1.28 -1.277841842 1
#> 804 1 1 -1 0 0.80 -0.637002187 1
#> 805 1 1 1 1 1.12 -3.399507231 1
#> 806 1 1 1 1 2.39 4.866249002 2
#> 807 1 1 -1 0 1.47 -0.877623258 1
#> 808 1 1 1 1 0.40 0.397460504 1
#> 809 1 1 1 1 1.47 0.218551270 1
#> 810 1 1 1 1 1.47 -0.455197732 1
#> 811 1 1 -1 0 0.94 -2.088267011 1
#> 812 1 1 1 1 0.75 4.045653796 2
#> 813 1 1 -1 0 0.85 -5.980867826 1
#> 814 1 1 -1 0 0.78 4.373057922 2
#> 815 1 1 1 1 0.70 4.872551222 2
#> 816 1 1 -1 0 0.40 -2.728601772 1
#> 817 1 1 -1 0 0.68 -10.122971486 1
#> 818 1 1 1 1 3.79 -0.747860962 1
#> 819 1 1 -1 0 2.13 -0.082420676 1
#> 820 1 1 1 1 0.94 1.312659545 2
#> 821 1 1 -1 0 1.26 -3.751896430 1
#> 822 1 1 -1 0 1.83 -1.234269814 1
#> 823 1 1 1 1 1.06 2.617592615 2
#> 824 1 1 -1 0 2.80 -1.369811120 1
#> 825 1 1 -1 0 0.63 4.610359218 2
#> 826 1 1 1 1 3.98 -1.629623118 1
#> 827 1 1 1 1 0.61 0.723743193 1
#> 828 1 1 1 1 0.73 -0.430487303 1
#> 829 1 1 -1 0 4.05 0.399408508 1
#> 830 1 1 -1 0 0.65 -2.671264204 1
#> 831 1 1 1 1 0.60 -2.950249718 1
#> 832 1 1 -1 0 0.84 3.320556573 2
#> 833 1 1 1 1 0.49 1.218482617 2
#> 834 1 1 1 1 1.21 1.933612511 2
#> 835 1 1 -1 0 1.43 3.037829289 2
#> 836 1 1 1 1 4.15 5.571599988 2
#> 837 1 1 1 1 0.48 1.314705683 2
#> 838 1 1 -1 0 3.00 1.315390418 2
#> 839 1 1 1 1 2.48 0.781227136 1
#> 840 1 1 1 1 0.34 1.995520929 2
#> 841 1 1 -1 0 1.03 6.431821458 2
#> 842 1 1 -1 0 0.71 5.601762140 2
#> 843 1 1 -1 0 0.94 1.460387604 2
#> 844 1 1 1 1 0.63 -1.096232073 1
#> 845 1 1 -1 0 1.19 -2.143011422 1
#> 846 1 1 -1 0 0.98 0.294198510 1
#> 847 1 1 1 1 0.59 0.865476649 2
#> 848 1 1 1 1 0.58 -0.081028962 1
#> 849 1 1 -1 0 1.07 -1.427190280 1
#> 850 1 1 -1 0 0.65 1.250406587 2
#> 851 1 1 -1 0 0.87 0.609422981 1
#> 852 1 1 1 1 0.28 6.905205705 2
#> 853 1 1 -1 0 2.68 8.958977467 2
#> 854 1 1 -1 0 1.57 5.316885635 2
#> 855 1 1 -1 0 2.29 3.506690221 2
#> 856 1 1 -1 0 1.71 -3.944747145 1
#> 857 1 1 -1 0 0.59 1.469931889 2
#> 858 1 1 1 1 0.28 -2.157680609 1
#> 859 1 1 1 1 3.25 2.104567327 2
#> 860 1 1 1 1 2.32 -5.409748931 1
#> 861 1 1 1 1 1.51 -2.922306980 1
#> 862 1 1 -1 0 1.13 4.007866027 2
#> 863 1 1 1 1 0.97 -6.155074096 1
#> 864 1 1 -1 0 0.75 -1.386771708 1
#> 865 1 1 -1 0 0.55 5.824715877 2
#> 866 1 1 -1 0 0.71 -1.603926669 1
#> 867 1 1 1 1 1.19 0.988883655 2
#> 868 1 1 1 1 0.31 0.496804187 1
#> 869 1 1 1 1 0.60 1.861897218 2
#> 870 1 1 1 1 0.85 3.236912225 2
#> 871 1 1 -1 0 2.12 -2.889161766 1
#> 872 1 1 1 1 1.01 -2.032639669 1
#> 873 1 1 -1 0 0.72 2.232007344 2
#> 874 1 1 1 1 2.47 6.804749489 2
#> 875 1 1 1 1 0.38 4.272281600 2
#> 876 1 1 1 1 0.33 -3.707898821 1
#> 877 1 1 1 1 2.24 -0.603355316 1
#> 878 1 1 1 1 1.50 -3.026979433 1
#> 879 1 1 1 1 0.64 -0.509352678 1
#> 880 1 1 1 1 2.29 2.743144091 2
#> 881 1 1 1 1 0.57 2.894960150 2
#> 882 1 1 -1 0 1.42 -4.561873185 1
#> 883 1 1 1 1 1.23 -0.371819347 1
#> 884 1 1 1 1 1.85 0.734109439 1
#> 885 1 1 1 1 0.51 3.061369599 2
#> 886 1 1 -1 0 0.21 -2.288434237 1
#> 887 1 1 -1 0 1.05 5.410761624 2
#> 888 1 1 -1 0 1.42 -0.944962370 1
#> 889 1 1 1 1 1.19 -3.646910100 1
#> 890 1 1 -1 0 2.29 1.310312830 2
#> 891 1 1 -1 0 2.24 -2.333831329 1
#> 892 1 1 -1 0 0.27 3.561034759 2
#> 893 1 1 1 1 0.42 0.194647856 1
#> 894 1 1 -1 0 0.49 -4.327621825 1
#> 895 1 1 1 1 0.80 -2.197553289 1
#> 896 1 1 -1 0 0.58 -1.646379480 1
#> 897 1 1 1 1 0.47 0.499095443 1
#> 898 1 1 1 1 4.73 12.309286016 2
#> 899 1 1 1 1 2.43 -4.263484392 1
#> 900 1 1 1 1 0.71 1.241177379 2
#> 901 1 1 1 1 0.51 3.343835639 2
#> 902 1 1 -1 0 1.42 -1.729370817 1
#> 903 1 1 1 1 0.64 1.523006258 2
#> 904 1 1 1 1 0.72 -2.902758277 1
#> 905 1 1 -1 0 0.81 -1.516139408 1
#> 906 1 1 1 1 0.42 -3.279160916 1
#> 907 1 1 1 1 1.02 3.967815390 2
#> 908 1 1 1 1 1.80 2.985374679 2
#> 909 1 1 1 1 1.45 -0.362002014 1
#> 910 1 1 -1 0 0.59 4.205490763 2
#> 911 1 1 1 1 0.85 2.783327513 2
#> 912 1 1 1 1 0.24 -2.642519858 1
#> 913 1 1 1 1 5.14 -9.022175474 1
#> 914 1 1 -1 0 1.61 -0.793464014 1
#> 915 1 1 1 1 2.24 4.860148889 2
#> 916 1 1 1 1 0.72 -1.206913201 1
#> 917 1 1 1 1 0.93 7.264963273 2
#> 918 1 1 -1 0 0.84 1.683693930 2
#> 919 1 1 -1 0 0.78 0.928651257 2
#> 920 1 1 1 1 1.69 1.601886944 2
#> 921 1 1 1 1 2.52 -6.481664971 1
#> 922 1 1 1 1 2.87 1.888050630 2
#> 923 1 1 1 1 2.85 -3.070584613 1
#> 924 1 1 -1 0 0.47 3.919245824 2
#> 925 1 1 -1 0 0.59 0.287496314 1
#> 926 1 1 -1 0 3.74 1.104653818 2
#> 927 1 1 -1 0 1.62 1.785592836 2
#> 928 1 1 -1 0 1.13 5.087421251 2
#> 929 1 1 -1 0 0.64 1.385274004 2
#> 930 1 1 1 1 1.98 -0.722878444 1
#> 931 1 1 -1 0 1.43 1.283303139 2
#> 932 1 1 1 1 4.24 9.081262993 2
#> 933 1 1 -1 0 2.34 0.728885012 1
#> 934 1 1 -1 0 2.24 0.569738589 1
#> 935 1 1 1 1 1.25 -1.451577187 1
#> 936 1 1 -1 0 1.94 -2.610862402 1
#> 937 1 1 1 1 1.06 -0.420296594 1
#> 938 1 1 -1 0 1.51 -5.563194869 1
#> 939 1 1 1 1 2.12 -1.448804852 1
#> 940 1 1 -1 0 0.75 4.402402867 2
#> 941 1 1 1 1 0.62 -1.823113336 1
#> 942 1 1 -1 0 1.97 3.027689006 2
#> 943 1 1 1 1 0.75 -0.865201371 1
#> 944 1 1 1 1 2.08 -1.239573136 1
#> 945 1 1 1 1 0.73 -6.516110033 1
#> 946 1 1 -1 0 0.68 2.866046566 2
#> 947 1 1 1 1 0.60 -0.875170142 1
#> 948 1 1 1 1 1.05 5.246487074 2
#> 949 1 1 1 1 1.07 0.927196597 2
#> 950 1 1 1 1 0.51 2.095401222 2
#> 951 1 1 -1 0 2.08 -1.315300472 1
#> 952 1 1 -1 0 2.83 4.024297249 2
#> 953 1 1 -1 0 1.08 -3.033222742 1
#> 954 1 1 -1 0 0.61 -0.943136117 1
#> 955 1 1 -1 0 3.95 -1.924194890 1
#> 956 1 1 1 1 1.80 0.103144878 1
#> 957 1 1 1 1 0.48 3.566620138 2
#> 958 1 1 1 1 2.89 4.248207655 2
#> 959 1 1 -1 0 0.83 0.485265540 1
#> 960 1 1 1 1 0.96 2.360575198 2
#> 961 1 1 -1 0 1.50 2.107406598 2
#> 962 1 1 -1 0 0.34 0.019600444 1
#> 963 1 1 1 1 0.54 1.096125305 2
#> 964 1 1 -1 0 1.87 0.496559711 1
#> 965 1 1 -1 0 1.82 -5.445586852 1
#> 966 1 1 1 1 1.10 -0.383288542 1
#> 967 1 1 -1 0 0.78 1.167523525 2
#> 968 1 1 1 1 0.90 2.416068532 2
#> 969 1 1 -1 0 4.47 4.369035532 2
#> 970 1 1 1 1 1.21 -0.980408096 1
#> 971 1 1 1 1 0.29 -0.448574690 1
#> 972 1 1 1 1 1.06 4.246880037 2
#> 973 1 1 1 1 0.50 1.799523081 2
#> 974 1 1 -1 0 1.65 -0.704331408 1
#> 975 1 1 1 1 1.72 -5.449034747 1
#> 976 1 1 -1 0 0.70 -2.799617901 1
#> 977 1 1 -1 0 3.91 2.308199978 2
#> 978 1 1 1 1 2.17 1.685389561 2
#> 979 1 1 1 1 0.77 -1.328223735 1
#> 980 1 1 1 1 1.12 -0.067636090 1
#> 981 1 1 -1 0 0.67 -1.311952360 1
#> 982 1 1 -1 0 5.89 -8.239920478 1
#> 983 1 1 -1 0 1.22 1.946381549 2
#> 984 1 1 1 1 0.49 3.983320947 2
#> 985 1 1 1 1 3.87 10.308315269 2
#> 986 1 1 1 1 2.67 6.960267607 2
#> 987 1 1 1 1 0.91 0.298135698 1
#> 988 1 1 -1 0 2.07 1.633357970 2
#> 989 1 1 -1 0 0.69 1.013355579 2
#> 990 1 1 -1 0 4.04 -7.340615156 1
#> 991 1 1 1 1 1.34 12.494661978 2
#> 992 1 1 -1 0 3.01 -6.364495427 1
#> 993 1 1 1 1 1.56 -8.416257496 1
#> 994 1 1 1 1 1.75 2.119021944 2
#> 995 1 1 1 1 5.50 -3.249230735 1
#> 996 1 1 -1 0 1.74 1.120124657 2
#> 997 1 1 -1 0 1.89 -4.842606978 1
#> 998 1 1 -1 0 0.93 1.962618024 2
#> 999 1 1 -1 0 2.37 8.855007516 2
#> 1000 1 1 -1 0 1.58 -2.255980217 1
#> 1001 1 1 -1 0 1.31 -2.686673110 1
#> 1002 1 1 -1 0 0.88 3.451271727 2
#> 1003 1 1 1 1 1.43 -1.231428051 1
#> 1004 1 1 1 1 0.84 2.694118447 2
#> 1005 1 1 -1 0 1.07 2.104903791 2
#> 1006 1 1 -1 0 1.36 2.555823535 2
#> 1007 1 1 1 1 4.05 -4.801829415 1
#> 1008 1 1 -1 0 0.76 3.509096934 2
#> 1009 1 1 -1 0 0.62 3.619125402 2
#> 1010 1 1 -1 0 0.57 0.034588530 1
#> 1011 1 1 1 1 0.86 3.086837880 2
#> 1012 1 1 1 1 1.75 -3.574764400 1
#> 1013 1 1 1 1 1.53 2.829348646 2
#> 1014 1 1 1 1 1.37 3.070414023 2
#> 1015 1 1 -1 0 3.74 4.778655070 2
#> 1016 1 1 1 1 1.36 0.539986236 1
#> 1017 1 1 -1 0 1.51 5.435485744 2
#> 1018 1 1 1 1 1.15 -2.585065623 1
#> 1019 1 1 -1 0 0.59 4.848838152 2
#> 1020 1 1 1 1 2.34 7.157959699 2
#> 1021 1 1 1 1 4.80 -2.747650243 1
#> 1022 1 1 1 1 0.81 -0.389445791 1
#> 1023 1 1 -1 0 1.34 -2.428034153 1
#> 1024 1 1 1 1 0.35 0.775466549 1
#> 1025 1 1 -1 0 0.80 2.145974916 2
#> 1026 1 1 -1 0 4.03 2.276836948 2
#> 1027 1 1 1 1 0.41 -2.483351249 1
#> 1028 1 1 1 1 1.27 2.458414116 2
#> 1029 1 1 1 1 6.14 4.960181229 2
#> 1030 1 1 1 1 0.76 2.046620713 2
#> 1031 1 1 1 1 1.16 1.662822293 2
#> 1032 1 1 -1 0 0.66 -1.413532863 1
#> 1033 1 1 -1 0 0.59 1.547626962 2
#> 1034 1 1 -1 0 1.26 -3.326914528 1
#> 1035 1 1 1 1 3.61 3.968410056 2
#> 1036 1 1 1 1 0.74 -2.506436259 1
#> 1037 1 1 1 1 2.62 4.617069818 2
#> 1038 1 1 1 1 1.66 -2.677961711 1
#> 1039 1 1 1 1 0.51 -2.026254670 1
#> 1040 1 1 -1 0 2.08 -3.119518038 1
#> 1041 1 1 1 1 1.72 10.035979448 2
#> 1042 1 1 1 1 2.57 -4.676958101 1
#> 1043 1 1 -1 0 1.55 -0.553999035 1
#> 1044 1 1 1 1 2.12 0.715735160 1
#> 1045 1 1 -1 0 1.41 6.766703761 2
#> 1046 1 1 1 1 0.87 4.828897473 2
#> 1047 1 1 -1 0 1.69 7.008459235 2
#> 1048 1 1 1 1 2.61 -4.728977406 1
#> 1049 1 1 1 1 1.05 5.017720882 2
#> 1050 1 1 -1 0 0.86 0.380929766 1
#> 1051 1 1 1 1 0.81 -2.033532647 1
#> 1052 1 1 1 1 1.29 -2.462641685 1
#> 1053 1 1 -1 0 0.73 -0.023554018 1
#> 1054 1 1 1 1 0.67 0.580774926 1
#> 1055 1 1 -1 0 1.93 1.039430926 2
#> 1056 1 1 1 1 0.73 -3.379207276 1
#> 1057 1 1 1 1 0.95 -2.097799370 1
#> 1058 1 1 1 1 1.54 -5.055600484 1
#> 1059 1 1 1 1 1.72 -4.952265586 1
#> 1060 1 1 -1 0 0.71 -2.133572520 1
#> 1061 1 1 -1 0 0.61 2.265576312 2
#> 1062 1 1 -1 0 2.78 -1.135967821 1
#> 1063 1 1 1 1 1.60 1.727225282 2
#> 1064 1 1 -1 0 1.76 4.003114437 2
#> 1065 1 1 1 1 4.41 -1.980450139 1
#> 1066 1 1 -1 0 1.51 -7.164067931 1
#> 1067 1 1 1 1 1.20 2.156642893 2
#> 1068 1 1 1 1 1.43 -0.423456529 1
#> 1069 1 1 1 1 0.96 6.594191438 2
#> 1070 1 1 1 1 1.45 4.736906334 2
#> 1071 1 1 -1 0 1.06 -1.583317901 1
#> 1072 1 1 1 1 1.10 3.315420462 2
#> 1073 1 1 -1 0 0.92 0.714812305 1
#> 1074 1 1 -1 0 1.45 6.437786276 2
#> 1075 1 1 1 1 0.26 3.113764229 2
#> 1076 1 1 -1 0 0.71 4.694099674 2
#> 1077 1 1 -1 0 1.16 -1.215834531 1
#> 1078 1 1 1 1 0.47 0.454920198 1
#> 1079 1 1 -1 0 0.59 -2.660140060 1
#> 1080 1 1 -1 0 0.43 3.354715981 2
#> 1081 1 1 -1 0 0.61 -5.154297401 1
#> 1082 1 1 1 1 2.06 -4.715715927 1
#> 1083 1 1 1 1 0.70 -0.017016444 1
#> 1084 1 1 -1 0 2.10 -3.508002868 1
#> 1085 1 1 1 1 2.83 0.249425278 1
#> 1086 1 1 1 1 3.56 3.525080034 2
#> 1087 1 1 1 1 0.42 0.680539076 1
#> 1088 1 1 1 1 5.36 -2.438707795 1
#> 1089 1 1 -1 0 1.59 2.209320961 2
#> 1090 1 1 -1 0 1.57 -2.899886907 1
#> 1091 1 1 -1 0 0.44 -1.821252973 1
#> 1092 1 1 1 1 0.58 4.643160306 2
#> 1093 1 1 1 1 0.53 3.558707441 2
#> 1094 1 1 1 1 0.91 -0.192102085 1
#> 1095 1 1 -1 0 0.76 -4.442590338 1
#> 1096 1 1 -1 0 0.76 -1.375606634 1
#> 1097 1 1 -1 0 1.50 3.026344496 2
#> 1098 1 1 -1 0 0.47 1.899638452 2
#> 1099 1 1 1 1 0.36 -0.138400235 1
#> 1100 1 1 -1 0 0.95 -1.058215200 1
#> 1101 1 1 -1 0 0.46 2.810912146 2
#> 1102 1 1 1 1 0.40 3.429509094 2
#> 1103 1 1 -1 0 2.12 9.972965913 2
#> 1104 1 1 1 1 0.37 2.828044919 2
#> 1105 1 1 -1 0 1.44 0.738784260 1
#> 1106 1 1 1 1 2.23 -1.290234607 1
#> 1107 1 1 1 1 1.11 1.893003933 2
#> 1108 1 1 -1 0 1.56 -0.474734655 1
#> 1109 1 1 -1 0 2.76 3.127207948 2
#> 1110 1 1 1 1 3.77 -4.969019940 1
#> 1111 1 1 1 1 4.04 6.574612432 2
#> 1112 1 1 -1 0 2.44 0.112162227 1
#> 1113 1 1 1 1 4.79 7.309105227 2
#> 1114 1 1 -1 0 2.69 6.677543511 2
#> 1115 1 1 1 1 0.59 -0.827633073 1
#> 1116 1 1 1 1 3.64 5.008127326 2
#> 1117 1 1 -1 0 2.12 -4.462030571 1
#> 1118 1 1 1 1 1.62 -4.319635808 1
#> 1119 1 1 1 1 2.50 7.654279566 2
#> 1120 1 1 -1 0 0.57 1.431067519 2
#> 1121 1 1 -1 0 0.99 4.187957526 2
#> 1122 1 1 1 1 1.21 -1.183387723 1
#> 1123 1 1 -1 0 3.52 -4.016624676 1
#> 1124 1 1 1 1 1.79 2.038490894 2
#> 1125 1 1 1 1 0.29 1.699713549 2
#> 1126 1 1 -1 0 1.53 3.405892019 2
#> 1127 1 1 -1 0 0.82 2.558662515 2
#> 1128 1 1 1 1 0.86 1.866101018 2
#> 1129 1 1 -1 0 1.25 5.899273208 2
#> 1130 1 1 1 1 3.00 -1.827966839 1
#> 1131 1 1 -1 0 0.64 3.850300871 2
#> 1132 1 1 1 1 2.88 9.025466641 2
#> 1133 1 1 1 1 1.01 4.517327545 2
#> 1134 1 1 1 1 0.47 -1.274026387 1
#> 1135 1 1 1 1 0.60 -3.618217881 1
#> 1136 1 1 -1 0 1.45 0.257182827 1
#> 1137 1 1 1 1 0.30 1.009840919 2
#> 1138 1 1 1 1 1.12 1.057687282 2
#> 1139 1 1 1 1 1.13 -2.324067005 1
#> 1140 1 1 1 1 1.25 -1.961343620 1
#> 1141 1 1 -1 0 2.10 5.688761173 2
#> 1142 1 1 1 1 0.37 1.963906517 2
#> 1143 1 1 -1 0 2.50 -2.152785496 1
#> 1144 1 1 1 1 1.65 1.100730398 2
#> 1145 1 1 1 1 1.00 0.153063891 1
#> 1146 1 1 1 1 0.60 -0.051738209 1
#> 1147 1 1 -1 0 0.78 -1.582112559 1
#> 1148 1 1 -1 0 3.34 -1.212476999 1
#> 1149 1 1 1 1 0.73 2.383275392 2
#> 1150 1 1 1 1 1.89 -2.487831256 1
#> 1151 1 1 -1 0 0.23 2.229973615 2
#> 1152 1 1 1 1 6.58 6.136315614 2
#> 1153 1 1 1 1 0.66 4.974769077 2
#> 1154 1 1 1 1 1.28 -1.281695915 1
#> 1155 1 1 1 1 0.72 0.041075458 1
#> 1156 1 1 -1 0 3.50 -1.645596512 1
#> 1157 1 1 1 1 2.47 -3.128240332 1
#> 1158 1 1 -1 0 0.74 3.035094822 2
#> 1159 1 1 -1 0 2.07 2.155857292 2
#> 1160 1 1 -1 0 0.88 4.642179583 2
#> 1161 1 1 1 1 0.58 0.348921068 1
#> 1162 1 1 1 1 2.02 -2.307576708 1
#> 1163 1 1 1 1 0.92 0.564897067 1
#> 1164 1 1 -1 0 0.72 5.563344348 2
#> 1165 1 1 -1 0 1.44 3.773696851 2
#> 1166 1 1 -1 0 0.48 0.056440719 1
#> 1167 1 1 1 1 0.70 -3.424352470 1
#> 1168 1 1 -1 0 3.74 0.108703803 1
#> 1169 1 1 -1 0 0.53 -2.348008359 1
#> 1170 1 1 1 1 1.36 -0.541485967 1
#> 1171 1 1 1 1 1.11 5.213547813 2
#> 1172 1 1 -1 0 1.42 -1.891574952 1
#> 1173 1 1 1 1 1.70 1.299194519 2
#> 1174 1 1 1 1 0.66 3.332083675 2
#> 1175 1 1 1 1 0.27 0.797610154 1
#> 1176 1 1 -1 0 1.07 0.288337151 1
#> 1177 1 1 -1 0 0.92 4.113392703 2
#> 1178 1 1 -1 0 0.50 3.719923015 2
#> 1179 1 1 1 1 1.20 -1.777652210 1
#> 1180 1 1 -1 0 1.61 0.592166356 1
#> 1181 1 1 -1 0 11.09 6.617913356 2
#> 1182 1 1 -1 0 1.23 1.426297204 2
#> 1183 1 1 -1 0 1.33 4.525216129 2
#> 1184 1 1 1 1 0.73 1.088362976 2
#> 1185 1 1 -1 0 0.99 -0.426955758 1
#> 1186 1 1 -1 0 0.90 0.107588849 1
#> 1187 1 1 -1 0 5.95 3.481989324 2
#> 1188 1 1 1 1 3.86 -3.022059627 1
#> 1189 1 1 1 1 1.38 -5.295037464 1
#> 1190 1 1 -1 0 0.85 0.729880747 1
#> 1191 1 1 1 1 0.55 1.165324111 2
#> 1192 1 1 -1 0 1.14 -6.424182907 1
#> 1193 1 1 -1 0 1.39 3.293570353 2
#> 1194 1 1 -1 0 0.52 2.598841670 2
#> 1195 1 1 1 1 1.17 1.490180635 2
#> 1196 1 1 -1 0 1.23 -1.983417851 1
#> 1197 1 1 1 1 0.49 0.998718569 2
#> 1198 1 1 -1 0 2.86 2.729897777 2
#> 1199 1 1 1 1 1.55 1.640346132 2
#> 1200 1 1 -1 0 0.34 1.165967760 2
#> 1201 2 1 1 1 1.39 3.237872762 2
#> 1202 2 1 1 1 0.55 4.140984450 2
#> 1203 2 1 1 1 1.00 3.182119466 2
#> 1204 2 1 -1 0 3.49 2.327850640 2
#> 1205 2 1 1 1 1.33 8.841644720 2
#> 1206 2 1 1 1 2.61 -0.749750673 1
#> 1207 2 1 1 1 3.42 6.804895923 2
#> 1208 2 1 1 1 1.10 6.135930439 2
#> 1209 2 1 1 1 0.22 2.685710852 2
#> 1210 2 1 -1 0 4.27 2.142288825 2
#> 1211 2 1 -1 0 2.18 2.526419946 2
#> 1212 2 1 -1 0 1.89 0.009052907 1
#> 1213 2 1 1 1 0.38 2.565932766 2
#> 1214 2 1 1 1 1.18 9.616031840 2
#> 1215 2 1 -1 0 1.16 -0.780963486 1
#> 1216 2 1 1 1 0.61 7.072811114 2
#> 1217 2 1 1 1 0.47 2.574871796 2
#> 1218 2 1 -1 0 1.14 1.819615110 2
#> 1219 2 1 1 1 0.36 3.092494666 2
#> 1220 2 1 1 1 0.64 0.532891641 1
#> 1221 2 1 1 1 1.19 4.699000647 2
#> 1222 2 1 1 1 1.43 5.822660930 2
#> 1223 2 1 1 1 0.63 6.799786881 2
#> 1224 2 1 1 1 1.78 4.793082563 2
#> 1225 2 1 -1 0 3.31 1.128989215 2
#> 1226 2 1 1 1 0.24 7.942990921 2
#> 1227 2 1 1 1 0.70 5.516276517 2
#> 1228 2 1 1 1 5.12 2.826588269 2
#> 1229 2 1 1 1 3.81 7.442991999 2
#> 1230 2 1 1 1 0.64 2.249307554 2
#> 1231 2 1 1 1 1.89 0.894529127 2
#> 1232 2 1 1 1 2.49 1.234699199 2
#> 1233 2 1 1 1 0.41 5.798026988 2
#> 1234 2 1 1 1 1.38 3.658417639 2
#> 1235 2 1 1 1 0.32 1.225062011 2
#> 1236 2 1 1 1 1.18 2.177793957 2
#> 1237 2 1 1 1 1.29 0.554441123 1
#> 1238 2 1 1 1 0.49 1.317823166 2
#> 1239 2 1 1 1 0.98 6.425434339 2
#> 1240 2 1 1 1 0.59 4.456757402 2
#> 1241 2 1 1 1 1.46 7.941833445 2
#> 1242 2 1 1 1 0.21 1.499907320 2
#> 1243 2 1 1 1 3.97 14.929917871 2
#> 1244 2 1 1 1 0.73 7.429418994 2
#> 1245 2 1 1 1 1.04 1.790395914 2
#> 1246 2 1 1 1 2.96 2.535018048 2
#> 1247 2 1 1 1 0.77 2.667240705 2
#> 1248 2 1 1 1 0.92 4.850277669 2
#> 1249 2 1 1 1 1.07 7.163762287 2
#> 1250 2 1 1 1 0.89 -1.224423500 1
#> 1251 2 1 1 1 0.83 3.809141268 2
#> 1252 2 1 -1 0 0.81 7.657501108 2
#> 1253 2 1 1 1 1.56 3.817551542 2
#> 1254 2 1 1 1 0.52 4.939208924 2
#> 1255 2 1 1 1 0.78 10.289688085 2
#> 1256 2 1 1 1 0.83 0.077157732 1
#> 1257 2 1 1 1 0.53 2.770881450 2
#> 1258 2 1 1 1 0.40 1.310606802 2
#> 1259 2 1 1 1 3.36 9.482944000 2
#> 1260 2 1 1 1 0.66 2.941218384 2
#> 1261 2 1 1 1 1.46 6.024418524 2
#> 1262 2 1 1 1 0.68 4.744522301 2
#> 1263 2 1 1 1 0.63 4.260085514 2
#> 1264 2 1 1 1 1.50 2.639893608 2
#> 1265 2 1 -1 0 0.96 2.658621684 2
#> 1266 2 1 1 1 2.90 6.818174855 2
#> 1267 2 1 1 1 0.26 1.888817947 2
#> 1268 2 1 1 1 0.75 -1.503443472 1
#> 1269 2 1 1 1 0.85 4.339975039 2
#> 1270 2 1 1 1 0.51 4.404414414 2
#> 1271 2 1 1 1 1.44 5.937896942 2
#> 1272 2 1 1 1 0.27 8.423822110 2
#> 1273 2 1 1 1 0.59 0.420167282 1
#> 1274 2 1 1 1 0.76 4.037375850 2
#> 1275 2 1 1 1 0.39 3.426856690 2
#> 1276 2 1 1 1 1.16 8.851778155 2
#> 1277 2 1 1 1 1.57 1.397244659 2
#> 1278 2 1 1 1 2.61 7.379935442 2
#> 1279 2 1 1 1 2.87 0.394880475 1
#> 1280 2 1 1 1 0.64 0.363392289 1
#> 1281 2 1 1 1 0.43 4.732939093 2
#> 1282 2 1 1 1 1.71 3.870095226 2
#> 1283 2 1 -1 0 2.17 3.207379174 2
#> 1284 2 1 1 1 0.30 1.980500049 2
#> 1285 2 1 1 1 0.32 4.941681001 2
#> 1286 2 1 1 1 0.43 3.332682478 2
#> 1287 2 1 1 1 0.63 4.780105961 2
#> 1288 2 1 1 1 0.62 4.872451965 2
#> 1289 2 1 1 1 0.37 5.639693487 2
#> 1290 2 1 -1 0 4.95 11.869653239 2
#> 1291 2 1 1 1 1.68 6.601534350 2
#> 1292 2 1 1 1 1.89 4.858866085 2
#> 1293 2 1 1 1 2.57 7.036456486 2
#> 1294 2 1 1 1 0.61 7.687890241 2
#> 1295 2 1 1 1 0.53 5.591841411 2
#> 1296 2 1 -1 0 2.44 15.103392058 2
#> 1297 2 1 1 1 0.96 6.545714840 2
#> 1298 2 1 -1 0 0.58 4.344507582 2
#> 1299 2 1 1 1 1.24 6.321393167 2
#> 1300 2 1 1 1 2.10 -1.891645745 1
#> 1301 2 1 1 1 0.70 10.074009363 2
#> 1302 2 1 1 1 0.49 7.430592126 2
#> 1303 2 1 -1 0 1.02 0.970093062 2
#> 1304 2 1 -1 0 2.27 6.859016871 2
#> 1305 2 1 1 1 1.04 3.864751544 2
#> 1306 2 1 1 1 0.67 0.986684234 2
#> 1307 2 1 1 1 1.73 4.542806583 2
#> 1308 2 1 -1 0 1.17 1.838942508 2
#> 1309 2 1 -1 0 2.57 -1.968044723 1
#> 1310 2 1 1 1 1.44 -2.120511747 1
#> 1311 2 1 1 1 0.45 2.799052910 2
#> 1312 2 1 1 1 1.04 5.095308524 2
#> 1313 2 1 1 1 0.86 3.981407383 2
#> 1314 2 1 1 1 0.61 6.184241366 2
#> 1315 2 1 -1 0 1.43 2.107188011 2
#> 1316 2 1 -1 0 1.64 1.334482116 2
#> 1317 2 1 1 1 0.41 3.481293292 2
#> 1318 2 1 1 1 0.38 3.920233539 2
#> 1319 2 1 1 1 1.74 4.865774074 2
#> 1320 2 1 1 1 1.51 6.723005765 2
#> 1321 2 1 1 1 0.69 3.321540214 2
#> 1322 2 1 -1 0 4.46 9.573328004 2
#> 1323 2 1 1 1 0.36 2.249154810 2
#> 1324 2 1 1 1 0.85 6.544187334 2
#> 1325 2 1 1 1 0.30 1.228562190 2
#> 1326 2 1 1 1 1.14 8.531232774 2
#> 1327 2 1 1 1 2.09 -0.720941746 1
#> 1328 2 1 -1 0 0.29 -0.529338974 1
#> 1329 2 1 1 1 4.53 13.202301517 2
#> 1330 2 1 1 1 1.11 3.447101481 2
#> 1331 2 1 1 1 0.43 4.950663657 2
#> 1332 2 1 1 1 0.64 6.737173428 2
#> 1333 2 1 1 1 0.54 6.204291462 2
#> 1334 2 1 -1 0 0.49 0.574713891 1
#> 1335 2 1 1 1 0.40 0.469520386 1
#> 1336 2 1 -1 0 1.52 0.221012096 1
#> 1337 2 1 1 1 0.39 4.222054697 2
#> 1338 2 1 1 1 1.58 1.199875732 2
#> 1339 2 1 1 1 0.85 7.759163399 2
#> 1340 2 1 -1 0 1.65 6.888898084 2
#> 1341 2 1 1 1 1.66 3.198720210 2
#> 1342 2 1 1 1 0.35 4.938563540 2
#> 1343 2 1 -1 0 1.88 6.356519082 2
#> 1344 2 1 1 1 0.30 4.383820481 2
#> 1345 2 1 -1 0 1.08 2.356103318 2
#> 1346 2 1 -1 0 1.01 4.197597271 2
#> 1347 2 1 1 1 1.03 6.616282485 2
#> 1348 2 1 1 1 0.44 -0.561997238 1
#> 1349 2 1 1 1 2.35 9.911421012 2
#> 1350 2 1 1 1 0.61 3.946984009 2
#> 1351 2 1 1 1 1.74 4.574233282 2
#> 1352 2 1 1 1 0.56 0.380234095 1
#> 1353 2 1 1 1 0.29 1.326382052 2
#> 1354 2 1 1 1 0.67 5.811249104 2
#> 1355 2 1 1 1 1.15 -0.405853244 1
#> 1356 2 1 -1 0 0.57 9.076322343 2
#> 1357 2 1 1 1 0.77 3.441248041 2
#> 1358 2 1 1 1 0.51 2.915651839 2
#> 1359 2 1 1 1 0.32 1.796677669 2
#> 1360 2 1 -1 0 0.50 5.721242699 2
#> 1361 2 1 1 1 0.96 3.026519186 2
#> 1362 2 1 1 1 0.42 3.262878383 2
#> 1363 2 1 1 1 1.29 9.157796629 2
#> 1364 2 1 1 1 0.48 5.082090825 2
#> 1365 2 1 1 1 0.51 0.995964255 2
#> 1366 2 1 1 1 3.93 1.294049417 2
#> 1367 2 1 1 1 0.27 1.546717126 2
#> 1368 2 1 1 1 5.68 7.706889219 2
#> 1369 2 1 1 1 3.30 10.184973977 2
#> 1370 2 1 1 1 0.80 6.697432099 2
#> 1371 2 1 1 1 1.58 6.938587306 2
#> 1372 2 1 1 1 1.34 2.424007653 2
#> 1373 2 1 1 1 0.91 -3.455942921 1
#> 1374 2 1 1 1 0.41 2.889707419 2
#> 1375 2 1 1 1 0.36 -0.259689049 1
#> 1376 2 1 1 1 0.42 0.310964025 1
#> 1377 2 1 1 1 0.56 5.414729694 2
#> 1378 2 1 1 1 0.81 7.318319827 2
#> 1379 2 1 1 1 0.49 0.368397705 1
#> 1380 2 1 1 1 0.80 8.546299195 2
#> 1381 2 1 1 1 0.58 4.325904206 2
#> 1382 2 1 1 1 0.43 1.588687939 2
#> 1383 2 1 1 1 1.20 4.520115733 2
#> 1384 2 1 1 1 0.25 4.146742568 2
#> 1385 2 1 1 1 0.30 1.995852653 2
#> 1386 2 1 1 1 0.62 1.808308478 2
#> 1387 2 1 1 1 1.00 0.375310267 1
#> 1388 2 1 1 1 1.04 0.367973836 1
#> 1389 2 1 1 1 0.47 2.490956350 2
#> 1390 2 1 1 1 0.42 -0.221712154 1
#> 1391 2 1 1 1 0.56 7.023917857 2
#> 1392 2 1 1 1 0.57 4.076839053 2
#> 1393 2 1 1 1 1.49 0.492456875 1
#> 1394 2 1 1 1 0.70 4.851602270 2
#> 1395 2 1 -1 0 1.68 0.630727891 1
#> 1396 2 1 1 1 0.51 6.178138555 2
#> 1397 2 1 1 1 1.24 7.790950078 2
#> 1398 2 1 1 1 0.45 4.818129721 2
#> 1399 2 1 1 1 0.54 1.635706220 2
#> 1400 2 1 1 1 0.73 4.642870056 2
#> 1401 2 1 1 1 1.04 7.560958519 2
#> 1402 2 1 1 1 0.27 2.281387712 2
#> 1403 2 1 1 1 0.66 -0.692868431 1
#> 1404 2 1 1 1 0.30 5.808319440 2
#> 1405 2 1 1 1 0.47 2.063137680 2
#> 1406 2 1 1 1 1.48 1.788078633 2
#> 1407 2 1 1 1 2.47 -5.140762790 1
#> 1408 2 1 1 1 2.07 1.532062991 2
#> 1409 2 1 1 1 2.49 5.109023920 2
#> 1410 2 1 1 1 0.62 6.181746403 2
#> 1411 2 1 -1 0 4.49 5.387377339 2
#> 1412 2 1 1 1 1.02 3.944078079 2
#> 1413 2 1 1 1 0.69 -1.220532260 1
#> 1414 2 1 1 1 4.10 3.172880822 2
#> 1415 2 1 1 1 1.30 2.478663155 2
#> 1416 2 1 1 1 0.44 1.413014352 2
#> 1417 2 1 1 1 0.41 1.776755125 2
#> 1418 2 1 1 1 0.91 3.334851467 2
#> 1419 2 1 1 1 0.42 4.416134196 2
#> 1420 2 1 1 1 0.75 4.020223183 2
#> 1421 2 1 -1 0 0.34 -1.234492639 1
#> 1422 2 1 1 1 0.53 0.836886817 2
#> 1423 2 1 1 1 0.56 5.268091638 2
#> 1424 2 1 1 1 0.83 12.071918471 2
#> 1425 2 1 -1 0 1.97 12.974667635 2
#> 1426 2 1 1 1 1.78 4.000971761 2
#> 1427 2 1 1 1 0.22 -0.854676212 1
#> 1428 2 1 1 1 1.71 3.637958610 2
#> 1429 2 1 -1 0 0.65 5.348710636 2
#> 1430 2 1 1 1 1.58 7.481507358 2
#> 1431 2 1 1 1 0.90 5.540025819 2
#> 1432 2 1 1 1 0.55 4.680961931 2
#> 1433 2 1 1 1 0.57 5.293294468 2
#> 1434 2 1 1 1 0.66 5.020431250 2
#> 1435 2 1 1 1 0.41 0.206846773 1
#> 1436 2 1 1 1 0.58 5.170744039 2
#> 1437 2 1 -1 0 1.55 6.004204775 2
#> 1438 2 1 1 1 1.38 6.925372422 2
#> 1439 2 1 1 1 0.45 8.471549111 2
#> 1440 2 1 1 1 0.60 2.476025214 2
#> 1441 2 1 1 1 0.50 4.243088230 2
#> 1442 2 1 1 1 0.42 3.733737650 2
#> 1443 2 1 1 1 0.22 5.342016683 2
#> 1444 2 1 1 1 0.29 3.414903571 2
#> 1445 2 1 1 1 0.30 6.378260752 2
#> 1446 2 1 1 1 2.30 2.289382424 2
#> 1447 2 1 1 1 0.89 -0.325418039 1
#> 1448 2 1 1 1 0.32 0.213682436 1
#> 1449 2 1 1 1 0.34 4.684183566 2
#> 1450 2 1 1 1 0.43 4.066319596 2
#> 1451 2 1 1 1 2.56 4.721016243 2
#> 1452 2 1 1 1 0.39 1.339172947 2
#> 1453 2 1 -1 0 2.36 4.001857904 2
#> 1454 2 1 1 1 0.55 4.751739085 2
#> 1455 2 1 1 1 0.68 0.110241405 1
#> 1456 2 1 1 1 1.10 4.948889642 2
#> 1457 2 1 1 1 0.70 1.553650575 2
#> 1458 2 1 1 1 0.79 4.322255213 2
#> 1459 2 1 1 1 0.45 0.932871506 2
#> 1460 2 1 1 1 0.55 4.454559450 2
#> 1461 2 1 1 1 0.50 6.389153031 2
#> 1462 2 1 1 1 0.74 1.913610726 2
#> 1463 2 1 1 1 0.76 4.604597788 2
#> 1464 2 1 1 1 0.89 -0.124320029 1
#> 1465 2 1 1 1 3.04 -3.451200540 1
#> 1466 2 1 1 1 0.92 4.471066729 2
#> 1467 2 1 1 1 1.56 4.304321917 2
#> 1468 2 1 1 1 0.83 -1.122011225 1
#> 1469 2 1 1 1 1.43 0.401312466 1
#> 1470 2 1 1 1 0.93 3.493585860 2
#> 1471 2 1 -1 0 1.10 4.089959475 2
#> 1472 2 1 1 1 0.33 3.613462856 2
#> 1473 2 1 1 1 0.61 9.298395330 2
#> 1474 2 1 1 1 1.29 3.083415557 2
#> 1475 2 1 1 1 1.07 1.792571349 2
#> 1476 2 1 1 1 0.48 3.384258221 2
#> 1477 2 1 -1 0 1.41 7.093141865 2
#> 1478 2 1 1 1 0.42 0.654312789 1
#> 1479 2 1 1 1 0.25 2.129726663 2
#> 1480 2 1 1 1 0.44 7.368411855 2
#> 1481 2 1 1 1 0.70 5.663207454 2
#> 1482 2 1 1 1 0.20 4.034118872 2
#> 1483 2 1 -1 0 2.50 11.002438931 2
#> 1484 2 1 1 1 0.33 2.874971080 2
#> 1485 2 1 1 1 1.05 2.060314420 2
#> 1486 2 1 1 1 1.08 1.365727980 2
#> 1487 2 1 1 1 0.56 2.260598923 2
#> 1488 2 1 1 1 1.09 2.638166423 2
#> 1489 2 1 1 1 0.43 4.990451965 2
#> 1490 2 1 1 1 2.28 2.762017618 2
#> 1491 2 1 1 1 0.20 5.639275473 2
#> 1492 2 1 -1 0 1.12 4.032004724 2
#> 1493 2 1 1 1 1.93 3.309355177 2
#> 1494 2 1 1 1 0.59 10.540491296 2
#> 1495 2 1 -1 0 1.13 9.346798372 2
#> 1496 2 1 -1 0 2.49 6.873592921 2
#> 1497 2 1 -1 0 1.24 9.753672591 2
#> 1498 2 1 -1 0 1.13 5.410765479 2
#> 1499 2 1 1 1 0.34 7.173564941 2
#> 1500 2 1 1 1 0.82 9.188314245 2
#> 1501 2 1 1 1 1.26 4.696928020 2
#> 1502 2 1 1 1 0.56 9.215643885 2
#> 1503 2 1 1 1 0.65 1.582336996 2
#> 1504 2 1 1 1 0.93 -1.163275510 1
#> 1505 2 1 -1 0 0.52 3.626715073 2
#> 1506 2 1 -1 0 2.36 7.927166728 2
#> 1507 2 1 1 1 0.78 1.566743100 2
#> 1508 2 1 1 1 2.46 6.244422266 2
#> 1509 2 1 1 1 0.47 4.051431285 2
#> 1510 2 1 1 1 0.90 4.471064856 2
#> 1511 2 1 1 1 0.33 4.785442090 2
#> 1512 2 1 1 1 0.33 5.042340430 2
#> 1513 2 1 1 1 0.30 5.261819927 2
#> 1514 2 1 1 1 0.63 1.422943785 2
#> 1515 2 1 1 1 0.34 1.116315020 2
#> 1516 2 1 1 1 0.71 -0.183890411 1
#> 1517 2 1 -1 0 1.56 2.034914897 2
#> 1518 2 1 1 1 1.00 7.939456411 2
#> 1519 2 1 1 1 0.47 5.717740601 2
#> 1520 2 1 1 1 0.38 3.393881790 2
#> 1521 2 1 1 1 0.30 -1.093524820 1
#> 1522 2 1 1 1 0.40 2.101204110 2
#> 1523 2 1 1 1 0.56 4.812275010 2
#> 1524 2 1 1 1 1.25 3.395740074 2
#> 1525 2 1 1 1 0.57 3.779120490 2
#> 1526 2 1 1 1 0.24 5.665232986 2
#> 1527 2 1 -1 0 1.52 3.900769629 2
#> 1528 2 1 1 1 1.94 8.225109227 2
#> 1529 2 1 1 1 1.38 7.523595305 2
#> 1530 2 1 1 1 0.57 3.329243378 2
#> 1531 2 1 1 1 1.17 1.793016764 2
#> 1532 2 1 1 1 1.74 5.144147667 2
#> 1533 2 1 1 1 1.47 5.409778033 2
#> 1534 2 1 1 1 0.46 9.928949662 2
#> 1535 2 1 1 1 2.36 7.532290679 2
#> 1536 2 1 1 1 1.02 3.894124773 2
#> 1537 2 1 1 1 0.48 5.435247156 2
#> 1538 2 1 1 1 0.60 8.527764212 2
#> 1539 2 1 1 1 1.41 7.690496185 2
#> 1540 2 1 1 1 1.07 3.940450685 2
#> 1541 2 1 1 1 0.41 1.953226583 2
#> 1542 2 1 -1 0 0.37 0.428532967 1
#> 1543 2 1 1 1 7.27 -3.649230247 1
#> 1544 2 1 1 1 1.54 1.327764111 2
#> 1545 2 1 -1 0 0.83 -0.055392717 1
#> 1546 2 1 -1 0 0.51 6.096230400 2
#> 1547 2 1 -1 0 0.76 2.871091196 2
#> 1548 2 1 1 1 0.89 4.014402785 2
#> 1549 2 1 1 1 0.21 6.689996128 2
#> 1550 2 1 1 1 0.61 5.925644568 2
#> 1551 2 1 1 1 4.23 5.470493253 2
#> 1552 2 1 1 1 3.08 6.351000317 2
#> 1553 2 1 -1 0 0.67 -4.559515675 1
#> 1554 2 1 1 1 0.76 5.470069081 2
#> 1555 2 1 -1 0 1.19 8.061829077 2
#> 1556 2 1 1 1 1.62 6.698404062 2
#> 1557 2 1 1 1 2.13 5.643307960 2
#> 1558 2 1 -1 0 2.18 9.488195846 2
#> 1559 2 1 1 1 1.08 1.513383652 2
#> 1560 2 1 1 1 0.85 5.350987809 2
#> 1561 2 1 1 1 0.24 2.962468627 2
#> 1562 2 1 1 1 0.62 1.892062401 2
#> 1563 2 1 1 1 2.31 2.761841172 2
#> 1564 2 1 1 1 1.36 9.840622272 2
#> 1565 2 1 1 1 0.86 4.351852446 2
#> 1566 2 1 -1 0 3.70 7.356711263 2
#> 1567 2 1 1 1 0.50 3.137842034 2
#> 1568 2 1 1 1 0.56 7.070664301 2
#> 1569 2 1 1 1 1.13 1.639853024 2
#> 1570 2 1 1 1 0.32 1.555672845 2
#> 1571 2 1 1 1 0.69 -0.767271550 1
#> 1572 2 1 1 1 0.61 2.653949919 2
#> 1573 2 1 1 1 0.91 3.908891823 2
#> 1574 2 1 1 1 0.34 4.940205797 2
#> 1575 2 1 1 1 0.64 6.551252837 2
#> 1576 2 1 1 1 0.57 -0.105241434 1
#> 1577 2 1 1 1 2.16 3.680455623 2
#> 1578 2 1 1 1 0.43 7.094091745 2
#> 1579 2 1 1 1 0.25 2.391087721 2
#> 1580 2 1 1 1 0.49 3.951577829 2
#> 1581 2 1 1 1 0.58 1.929587212 2
#> 1582 2 1 1 1 0.44 7.121031791 2
#> 1583 2 1 1 1 0.62 2.036257234 2
#> 1584 2 1 1 1 1.87 -0.290806514 1
#> 1585 2 1 1 1 1.17 6.078707300 2
#> 1586 2 1 1 1 0.68 3.626913748 2
#> 1587 2 1 1 1 0.65 0.582704998 1
#> 1588 2 1 1 1 1.32 4.620346206 2
#> 1589 2 1 1 1 0.47 -1.970630503 1
#> 1590 2 1 -1 0 1.00 1.571763659 2
#> 1591 2 1 1 1 1.82 -0.675161373 1
#> 1592 2 1 -1 0 1.76 -0.818344100 1
#> 1593 2 1 1 1 1.62 0.549623090 1
#> 1594 2 1 1 1 0.96 7.931669250 2
#> 1595 2 1 1 1 0.52 3.041782507 2
#> 1596 2 1 1 1 1.15 7.453721398 2
#> 1597 2 1 1 1 0.92 6.255618584 2
#> 1598 2 1 -1 0 0.60 0.527163433 1
#> 1599 2 1 1 1 0.98 1.646081295 2
#> 1600 2 1 -1 0 1.12 5.871596051 2
#>
#> $gamma
#> $gamma$condition
#> # A tibble: 2 × 2
#> correct Gamma
#> <dbl> <dbl>
#> 1 0 0.553
#> 2 1 0.765
#>
#> $gamma$rt
#> # A tibble: 2 × 2
#> correct Gamma
#> <dbl> <dbl>
#> 1 0 0.0421
#> 2 1 -0.0963
#>
#> $gamma$correct
#> # A tibble: 2 × 2
#> condition Gamma
#> <int> <dbl>
#> 1 1 -0.0400
#> 2 2 0.332
#>
#> $gamma$rt_bycondition
#> # A tibble: 2 × 2
#> condition Gamma
#> <int> <dbl>
#> 1 1 -0.0231
#> 2 2 0.0595
#>
#> $gamma$rt_byconditionbycorrect
#> # A tibble: 4 × 3
#> condition correct Gamma
#> <int> <dbl> <dbl>
#> 1 1 0 -0.0435
#> 2 1 1 -0.00268
#> 3 2 0 0.327
#> 4 2 1 0.0136
#>
#>
# }