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 0 1.32 -5.3681957 1
#> 2 1 -1 -1 1 1.00 0.3435236 1
#> 3 1 -1 1 0 0.51 -3.6502434 1
#> 4 1 -1 -1 1 7.74 -2.3699030 1
#> 5 1 -1 1 0 0.58 2.1780792 2
#> 6 1 -1 -1 1 1.07 2.0461739 2
# \donttest{
library(ggplot2)
simus <- simus[simus$response!=0,]
simus$rating <- factor(simus$rating, labels=c("unsure", "sure"))
ggplot(simus, aes(x=rt, group=interaction(correct, rating),
color=as.factor(correct), linetype=rating))+
geom_density(linewidth=1.2, na.rm=TRUE)+xlim(c(0,5))+
facet_grid(rows=vars(condition), labeller = "label_both")
# }
# automatically aggregate simulation distribution
# to get only accuracy x confidence rating distribution for
# all conditions
agg_simus <- simulateWEV(paramDf, model="dynWEV", agg_simus = TRUE)
head(agg_simus)
#> # A tibble: 6 × 4
#> rating correct condition p
#> <dbl> <dbl> <int> <dbl>
#> 1 1 0 1 0.237
#> 2 1 0 2 0.031
#> 3 1 1 1 0.276
#> 4 1 1 2 0.112
#> 5 2 0 1 0.218
#> 6 2 0 2 0.145
# \donttest{
agg_simus$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 0.72 4.177089461 2
#> 2 1 -1 1 0 5.74 5.649473653 2
#> 3 1 -1 1 0 0.26 -0.820988485 1
#> 4 1 -1 -1 1 4.24 1.667103581 2
#> 5 1 -1 -1 1 1.29 0.448526599 1
#> 6 1 -1 1 0 1.28 1.525088744 2
#> 7 1 -1 -1 1 0.94 -0.667293966 1
#> 8 1 -1 -1 1 3.36 2.153099044 2
#> 9 1 -1 -1 1 0.41 -3.338631667 1
#> 10 1 -1 -1 1 0.61 1.358139693 2
#> 11 1 -1 1 0 0.99 3.673134446 2
#> 12 1 -1 -1 1 0.66 3.315896311 2
#> 13 1 -1 -1 1 1.90 5.379587194 2
#> 14 1 -1 1 0 1.11 2.965481775 2
#> 15 1 -1 -1 1 0.82 -1.299301587 1
#> 16 1 -1 1 0 2.88 6.873761798 2
#> 17 1 -1 -1 1 1.32 -2.090351250 1
#> 18 1 -1 -1 1 1.80 0.348815655 1
#> 19 1 -1 -1 1 1.24 3.433251858 2
#> 20 1 -1 -1 1 1.73 1.705315105 2
#> 21 1 -1 1 0 0.45 -1.203773067 1
#> 22 1 -1 -1 1 1.73 -4.268312954 1
#> 23 1 -1 1 0 3.46 2.550637701 2
#> 24 1 -1 1 0 1.46 -2.542545157 1
#> 25 1 -1 -1 1 3.24 4.039284386 2
#> 26 1 -1 -1 1 2.88 4.354067712 2
#> 27 1 -1 1 0 2.96 5.646542867 2
#> 28 1 -1 1 0 1.16 2.514421154 2
#> 29 1 -1 1 0 0.85 3.217142447 2
#> 30 1 -1 1 0 2.48 -3.339924565 1
#> 31 1 -1 -1 1 0.72 -0.082567303 1
#> 32 1 -1 1 0 1.26 5.456192112 2
#> 33 1 -1 1 0 0.38 2.632375905 2
#> 34 1 -1 -1 1 3.39 -6.775333090 1
#> 35 1 -1 1 0 0.42 1.338401051 2
#> 36 1 -1 1 0 0.66 -4.002893273 1
#> 37 1 -1 1 0 2.07 7.700106879 2
#> 38 1 -1 -1 1 0.86 6.709734272 2
#> 39 1 -1 -1 1 1.35 3.979763265 2
#> 40 1 -1 -1 1 2.38 1.348088686 2
#> 41 1 -1 -1 1 2.37 1.059070632 2
#> 42 1 -1 1 0 0.81 0.566594463 1
#> 43 1 -1 -1 1 2.37 4.406124401 2
#> 44 1 -1 -1 1 2.26 3.696193708 2
#> 45 1 -1 1 0 0.40 -1.632614869 1
#> 46 1 -1 1 0 1.97 2.307097130 2
#> 47 1 -1 -1 1 1.76 1.032196486 2
#> 48 1 -1 -1 1 1.03 -0.009184209 1
#> 49 1 -1 -1 1 4.98 1.107849166 2
#> 50 1 -1 -1 1 2.81 3.824859197 2
#> 51 1 -1 1 0 0.90 0.789474703 1
#> 52 1 -1 -1 1 2.00 -5.564315913 1
#> 53 1 -1 1 0 0.37 -2.230821834 1
#> 54 1 -1 -1 1 2.19 -3.208597132 1
#> 55 1 -1 1 0 3.10 -2.498542529 1
#> 56 1 -1 -1 1 2.63 -1.921388327 1
#> 57 1 -1 -1 1 1.32 2.054625722 2
#> 58 1 -1 1 0 0.55 2.394424740 2
#> 59 1 -1 -1 1 1.06 -3.480507417 1
#> 60 1 -1 1 0 2.02 -0.855502495 1
#> 61 1 -1 -1 1 0.54 0.563115407 1
#> 62 1 -1 1 0 0.65 1.016087195 2
#> 63 1 -1 1 0 0.24 -0.506664644 1
#> 64 1 -1 1 0 0.69 6.573459153 2
#> 65 1 -1 1 0 1.32 -3.747304053 1
#> 66 1 -1 -1 1 2.09 -5.101933651 1
#> 67 1 -1 1 0 2.26 1.270888844 2
#> 68 1 -1 -1 1 1.39 2.517562471 2
#> 69 1 -1 1 0 0.42 0.433003358 1
#> 70 1 -1 -1 1 0.82 -1.813404648 1
#> 71 1 -1 -1 1 1.00 -2.287706797 1
#> 72 1 -1 1 0 1.28 4.978265840 2
#> 73 1 -1 -1 1 1.22 1.573303903 2
#> 74 1 -1 -1 1 1.01 -1.504605443 1
#> 75 1 -1 1 0 0.22 -0.281457867 1
#> 76 1 -1 -1 1 0.60 2.098336119 2
#> 77 1 -1 1 0 0.25 -1.950588539 1
#> 78 1 -1 -1 1 2.39 2.446281786 2
#> 79 1 -1 1 0 0.50 -0.244875733 1
#> 80 1 -1 1 0 0.99 -1.288178726 1
#> 81 1 -1 1 0 0.36 -1.591727896 1
#> 82 1 -1 1 0 2.23 -0.480976817 1
#> 83 1 -1 1 0 0.74 2.265376846 2
#> 84 1 -1 1 0 0.78 -1.197830546 1
#> 85 1 -1 1 0 2.14 10.000194896 2
#> 86 1 -1 1 0 1.25 0.280088916 1
#> 87 1 -1 1 0 0.96 8.136004360 2
#> 88 1 -1 1 0 0.60 -2.073215879 1
#> 89 1 -1 -1 1 0.41 -1.246467689 1
#> 90 1 -1 1 0 1.74 -1.841727719 1
#> 91 1 -1 -1 1 3.15 -11.046179600 1
#> 92 1 -1 -1 1 2.63 -3.792078347 1
#> 93 1 -1 1 0 0.77 -1.621208313 1
#> 94 1 -1 1 0 1.08 -0.432419549 1
#> 95 1 -1 -1 1 0.41 -2.344504909 1
#> 96 1 -1 1 0 1.79 0.634153217 1
#> 97 1 -1 1 0 0.63 3.607483386 2
#> 98 1 -1 -1 1 1.21 -0.417822365 1
#> 99 1 -1 1 0 0.57 1.748751492 2
#> 100 1 -1 -1 1 2.05 -3.997608122 1
#> 101 1 -1 1 0 1.58 -3.446580280 1
#> 102 1 -1 -1 1 2.86 5.753054494 2
#> 103 1 -1 -1 1 1.77 -3.261829403 1
#> 104 1 -1 1 0 0.30 5.656221063 2
#> 105 1 -1 -1 1 2.41 -0.257592784 1
#> 106 1 -1 -1 1 0.44 2.443859277 2
#> 107 1 -1 -1 1 0.85 -5.544456448 1
#> 108 1 -1 1 0 0.39 1.132568808 2
#> 109 1 -1 -1 1 0.79 -1.638204632 1
#> 110 1 -1 -1 1 0.75 -0.701196694 1
#> 111 1 -1 -1 1 0.47 -0.046587067 1
#> 112 1 -1 1 0 1.28 -2.856028967 1
#> 113 1 -1 -1 1 1.02 0.381208175 1
#> 114 1 -1 -1 1 0.88 -1.526952839 1
#> 115 1 -1 1 0 0.26 0.234649543 1
#> 116 1 -1 1 0 0.81 -0.541596900 1
#> 117 1 -1 -1 1 0.66 -5.445721028 1
#> 118 1 -1 -1 1 0.81 2.496408791 2
#> 119 1 -1 -1 1 1.05 -1.147390968 1
#> 120 1 -1 -1 1 2.36 0.501116963 1
#> 121 1 -1 1 0 0.44 -3.314112615 1
#> 122 1 -1 1 0 2.93 0.711703556 1
#> 123 1 -1 -1 1 0.67 1.874393315 2
#> 124 1 -1 -1 1 0.84 3.997647118 2
#> 125 1 -1 1 0 1.16 2.596334377 2
#> 126 1 -1 -1 1 0.85 -5.325373699 1
#> 127 1 -1 -1 1 0.42 -1.316253436 1
#> 128 1 -1 1 0 1.62 2.510708315 2
#> 129 1 -1 -1 1 2.08 -2.964756863 1
#> 130 1 -1 1 0 0.67 -0.494242667 1
#> 131 1 -1 -1 1 1.50 0.258768655 1
#> 132 1 -1 1 0 0.74 6.768977741 2
#> 133 1 -1 1 0 0.34 1.527156070 2
#> 134 1 -1 -1 1 2.04 5.637025340 2
#> 135 1 -1 1 0 0.40 2.118689947 2
#> 136 1 -1 -1 1 0.81 -5.087488707 1
#> 137 1 -1 -1 1 1.35 -0.298140124 1
#> 138 1 -1 1 0 0.66 -3.753762790 1
#> 139 1 -1 -1 1 1.39 -3.810770698 1
#> 140 1 -1 1 0 1.61 -1.900252379 1
#> 141 1 -1 1 0 0.28 -4.224425963 1
#> 142 1 -1 1 0 1.12 0.921642072 2
#> 143 1 -1 -1 1 0.48 2.621869104 2
#> 144 1 -1 1 0 0.67 -1.177605751 1
#> 145 1 -1 -1 1 0.38 1.512206846 2
#> 146 1 -1 1 0 3.84 1.852131316 2
#> 147 1 -1 -1 1 1.39 -0.600942269 1
#> 148 1 -1 -1 1 4.12 1.288034301 2
#> 149 1 -1 1 0 0.39 0.839011416 2
#> 150 1 -1 -1 1 2.15 5.096430555 2
#> 151 1 -1 1 0 0.26 -1.209777113 1
#> 152 1 -1 1 0 0.51 3.286446511 2
#> 153 1 -1 -1 1 0.73 3.686981671 2
#> 154 1 -1 -1 1 0.73 5.677804988 2
#> 155 1 -1 1 0 2.10 4.029459166 2
#> 156 1 -1 -1 1 0.91 1.838688220 2
#> 157 1 -1 -1 1 0.69 -2.880576474 1
#> 158 1 -1 -1 1 1.64 2.763832377 2
#> 159 1 -1 -1 1 0.79 3.003821448 2
#> 160 1 -1 1 0 0.68 0.693021797 1
#> 161 1 -1 -1 1 0.80 -1.612202412 1
#> 162 1 -1 -1 1 0.77 0.408800507 1
#> 163 1 -1 1 0 2.46 0.951513950 2
#> 164 1 -1 1 0 1.20 3.716451626 2
#> 165 1 -1 -1 1 1.54 -2.314290372 1
#> 166 1 -1 -1 1 1.38 -3.164989907 1
#> 167 1 -1 1 0 0.71 1.026750311 2
#> 168 1 -1 1 0 1.44 -1.156970200 1
#> 169 1 -1 -1 1 1.11 5.113895298 2
#> 170 1 -1 1 0 0.95 -0.923343795 1
#> 171 1 -1 -1 1 1.29 -1.463001051 1
#> 172 1 -1 1 0 1.30 -0.388612278 1
#> 173 1 -1 -1 1 0.64 -1.827747620 1
#> 174 1 -1 -1 1 1.44 -2.302813800 1
#> 175 1 -1 1 0 1.84 -0.883004310 1
#> 176 1 -1 1 0 0.46 3.019685236 2
#> 177 1 -1 -1 1 3.67 -3.776435771 1
#> 178 1 -1 1 0 1.38 2.603445460 2
#> 179 1 -1 -1 1 3.09 -0.860452633 1
#> 180 1 -1 1 0 0.48 0.107110737 1
#> 181 1 -1 -1 1 1.89 -1.136522500 1
#> 182 1 -1 1 0 1.26 3.877007310 2
#> 183 1 -1 -1 1 0.88 -1.020255429 1
#> 184 1 -1 1 0 0.61 4.568541687 2
#> 185 1 -1 1 0 0.93 6.818136050 2
#> 186 1 -1 1 0 0.88 1.684968457 2
#> 187 1 -1 1 0 0.29 0.159405199 1
#> 188 1 -1 1 0 1.52 -0.447038985 1
#> 189 1 -1 1 0 0.43 -2.602621032 1
#> 190 1 -1 1 0 0.41 0.971229088 2
#> 191 1 -1 -1 1 0.21 -2.406071248 1
#> 192 1 -1 1 0 0.73 0.929716479 2
#> 193 1 -1 1 0 3.59 -12.254699245 1
#> 194 1 -1 -1 1 0.90 2.775032658 2
#> 195 1 -1 -1 1 0.41 2.525127215 2
#> 196 1 -1 -1 1 1.58 4.501855294 2
#> 197 1 -1 1 0 0.83 4.582290247 2
#> 198 1 -1 1 0 0.34 4.897614081 2
#> 199 1 -1 -1 1 0.72 3.066072135 2
#> 200 1 -1 -1 1 1.03 0.012106407 1
#> 201 1 -1 -1 1 0.44 0.260517409 1
#> 202 1 -1 1 0 1.05 5.464400152 2
#> 203 1 -1 1 0 0.37 0.610735999 1
#> 204 1 -1 1 0 0.97 -0.029588410 1
#> 205 1 -1 -1 1 5.05 -1.106948561 1
#> 206 1 -1 -1 1 1.74 -3.599491343 1
#> 207 1 -1 -1 1 0.73 -1.410434472 1
#> 208 1 -1 1 0 4.98 -1.049918828 1
#> 209 1 -1 1 0 0.78 1.015203870 2
#> 210 1 -1 -1 1 1.41 -1.127727868 1
#> 211 1 -1 -1 1 1.17 4.167656762 2
#> 212 1 -1 -1 1 0.55 -0.289674759 1
#> 213 1 -1 1 0 1.79 1.150500571 2
#> 214 1 -1 -1 1 3.13 -4.299515064 1
#> 215 1 -1 -1 1 1.16 -2.528154000 1
#> 216 1 -1 -1 1 1.51 5.401604991 2
#> 217 1 -1 1 0 0.89 -0.853404011 1
#> 218 1 -1 -1 1 0.49 -1.133191364 1
#> 219 1 -1 1 0 0.37 1.978161605 2
#> 220 1 -1 -1 1 0.40 2.429886517 2
#> 221 1 -1 1 0 0.41 0.995562339 2
#> 222 1 -1 1 0 1.03 -0.448068857 1
#> 223 1 -1 -1 1 1.17 -0.178243762 1
#> 224 1 -1 -1 1 1.32 1.864393617 2
#> 225 1 -1 -1 1 1.61 1.127217703 2
#> 226 1 -1 -1 1 3.88 4.413416780 2
#> 227 1 -1 1 0 1.11 -5.273399907 1
#> 228 1 -1 1 0 3.19 -3.371650893 1
#> 229 1 -1 1 0 0.37 0.424030730 1
#> 230 1 -1 -1 1 1.46 1.548454602 2
#> 231 1 -1 -1 1 0.60 3.907264857 2
#> 232 1 -1 1 0 0.47 -1.491492324 1
#> 233 1 -1 -1 1 2.14 4.208959060 2
#> 234 1 -1 1 0 1.18 0.952710481 2
#> 235 1 -1 1 0 2.35 -4.721070919 1
#> 236 1 -1 1 0 2.96 5.577449292 2
#> 237 1 -1 -1 1 2.17 1.621449960 2
#> 238 1 -1 1 0 3.17 -2.599156195 1
#> 239 1 -1 -1 1 0.70 -0.050420929 1
#> 240 1 -1 -1 1 1.23 -5.092967046 1
#> 241 1 -1 -1 1 0.51 2.862818669 2
#> 242 1 -1 -1 1 1.66 -1.105263895 1
#> 243 1 -1 1 0 0.93 3.877424926 2
#> 244 1 -1 1 0 1.04 -1.663691042 1
#> 245 1 -1 -1 1 0.65 1.391635627 2
#> 246 1 -1 1 0 2.18 2.181117653 2
#> 247 1 -1 -1 1 1.98 0.626308019 1
#> 248 1 -1 -1 1 1.09 4.549861099 2
#> 249 1 -1 -1 1 1.88 3.585615128 2
#> 250 1 -1 1 0 0.56 0.877796707 2
#> 251 1 -1 1 0 0.83 0.191429576 1
#> 252 1 -1 1 0 1.52 -1.570704272 1
#> 253 1 -1 1 0 0.35 3.787951946 2
#> 254 1 -1 1 0 1.21 1.377052010 2
#> 255 1 -1 -1 1 2.94 1.933485005 2
#> 256 1 -1 1 0 1.21 -2.889102038 1
#> 257 1 -1 -1 1 0.96 -1.618430684 1
#> 258 1 -1 1 0 4.29 5.013137371 2
#> 259 1 -1 -1 1 0.51 -0.491400298 1
#> 260 1 -1 -1 1 1.24 2.874666201 2
#> 261 1 -1 -1 1 1.51 2.592528478 2
#> 262 1 -1 1 0 1.10 1.206271219 2
#> 263 1 -1 -1 1 0.48 -2.336673899 1
#> 264 1 -1 -1 1 1.40 -2.443592548 1
#> 265 1 -1 1 0 0.40 3.181269265 2
#> 266 1 -1 1 0 3.87 4.718874884 2
#> 267 1 -1 1 0 0.48 -1.739008184 1
#> 268 1 -1 -1 1 0.71 2.265511620 2
#> 269 1 -1 1 0 0.62 -2.351992593 1
#> 270 1 -1 1 0 0.65 3.583778682 2
#> 271 1 -1 -1 1 2.52 3.502872106 2
#> 272 1 -1 -1 1 1.90 2.415064704 2
#> 273 1 -1 1 0 2.17 -2.156330156 1
#> 274 1 -1 -1 1 1.99 -2.186758813 1
#> 275 1 -1 1 0 1.89 -1.235297002 1
#> 276 1 -1 -1 1 1.15 -0.272177609 1
#> 277 1 -1 1 0 0.70 6.407432237 2
#> 278 1 -1 -1 1 1.45 6.501116399 2
#> 279 1 -1 1 0 0.74 -2.266297227 1
#> 280 1 -1 1 0 0.47 -1.517220021 1
#> 281 1 -1 1 0 0.74 1.521614368 2
#> 282 1 -1 1 0 0.37 2.928406863 2
#> 283 1 -1 -1 1 0.46 5.185658986 2
#> 284 1 -1 1 0 0.38 1.241468871 2
#> 285 1 -1 -1 1 0.51 5.402256691 2
#> 286 1 -1 1 0 0.73 -0.336603245 1
#> 287 1 -1 1 0 0.96 -0.454850902 1
#> 288 1 -1 1 0 1.33 -0.524839417 1
#> 289 1 -1 -1 1 0.53 -5.514619011 1
#> 290 1 -1 -1 1 0.68 -2.216758484 1
#> 291 1 -1 -1 1 1.37 3.120002097 2
#> 292 1 -1 1 0 3.16 -4.329860786 1
#> 293 1 -1 1 0 0.37 -1.624591824 1
#> 294 1 -1 1 0 0.87 0.926772628 2
#> 295 1 -1 -1 1 0.50 -2.152698572 1
#> 296 1 -1 1 0 2.58 6.764674516 2
#> 297 1 -1 1 0 1.24 1.973600499 2
#> 298 1 -1 -1 1 1.59 -3.523220666 1
#> 299 1 -1 -1 1 1.60 -2.435144697 1
#> 300 1 -1 -1 1 1.23 0.950217405 2
#> 301 1 -1 -1 1 1.35 2.254036358 2
#> 302 1 -1 1 0 0.29 3.731485422 2
#> 303 1 -1 -1 1 0.78 0.008799139 1
#> 304 1 -1 1 0 0.65 2.449975490 2
#> 305 1 -1 -1 1 0.46 -2.051111912 1
#> 306 1 -1 1 0 0.56 0.208001367 1
#> 307 1 -1 1 0 0.50 -0.312396878 1
#> 308 1 -1 1 0 0.79 2.426084767 2
#> 309 1 -1 -1 1 1.28 -0.741986590 1
#> 310 1 -1 1 0 0.44 2.958788636 2
#> 311 1 -1 -1 1 1.18 -2.803137860 1
#> 312 1 -1 -1 1 0.50 3.644750292 2
#> 313 1 -1 -1 1 1.38 1.715337553 2
#> 314 1 -1 -1 1 0.87 1.323563585 2
#> 315 1 -1 -1 1 0.63 -0.355693348 1
#> 316 1 -1 1 0 1.25 -4.376604486 1
#> 317 1 -1 1 0 2.71 -3.226117920 1
#> 318 1 -1 1 0 0.47 3.573414571 2
#> 319 1 -1 1 0 1.35 1.106594553 2
#> 320 1 -1 -1 1 0.80 2.670721360 2
#> 321 1 -1 -1 1 1.57 -2.626328555 1
#> 322 1 -1 -1 1 1.02 -1.392702227 1
#> 323 1 -1 1 0 0.64 2.686166177 2
#> 324 1 -1 -1 1 0.84 1.078454662 2
#> 325 1 -1 1 0 1.10 3.031281046 2
#> 326 1 -1 -1 1 2.39 0.285014018 1
#> 327 1 -1 -1 1 2.31 -5.326105166 1
#> 328 1 -1 1 0 0.72 0.604254523 1
#> 329 1 -1 -1 1 1.62 4.258503838 2
#> 330 1 -1 1 0 0.79 -0.882314686 1
#> 331 1 -1 1 0 1.01 2.154092594 2
#> 332 1 -1 -1 1 4.82 -0.491345603 1
#> 333 1 -1 -1 1 0.35 1.163162831 2
#> 334 1 -1 -1 1 1.24 1.403901143 2
#> 335 1 -1 1 0 1.46 1.010260354 2
#> 336 1 -1 1 0 0.89 2.397175201 2
#> 337 1 -1 -1 1 3.53 6.376441367 2
#> 338 1 -1 1 0 0.32 -2.102383050 1
#> 339 1 -1 1 0 0.64 3.205312864 2
#> 340 1 -1 1 0 1.17 5.457329594 2
#> 341 1 -1 1 0 3.46 4.292431344 2
#> 342 1 -1 -1 1 0.43 -2.491871312 1
#> 343 1 -1 -1 1 5.92 -3.878092842 1
#> 344 1 -1 -1 1 0.38 -4.468280913 1
#> 345 1 -1 -1 1 1.07 3.566596030 2
#> 346 1 -1 1 0 0.49 1.339926428 2
#> 347 1 -1 1 0 0.26 -0.224621984 1
#> 348 1 -1 -1 1 0.65 -3.950225593 1
#> 349 1 -1 -1 1 0.54 -1.541114127 1
#> 350 1 -1 -1 1 1.36 -5.506044740 1
#> 351 1 -1 -1 1 1.22 0.709150843 1
#> 352 1 -1 1 0 0.36 -1.305027364 1
#> 353 1 -1 -1 1 0.48 -1.494899629 1
#> 354 1 -1 1 0 0.54 2.062564608 2
#> 355 1 -1 1 0 4.34 8.516748820 2
#> 356 1 -1 1 0 0.88 1.927593148 2
#> 357 1 -1 1 0 0.73 2.533851319 2
#> 358 1 -1 -1 1 2.32 -5.633312663 1
#> 359 1 -1 1 0 1.63 -2.363424561 1
#> 360 1 -1 -1 1 2.90 6.489234617 2
#> 361 1 -1 -1 1 1.34 2.512269197 2
#> 362 1 -1 1 0 0.54 -0.278365012 1
#> 363 1 -1 -1 1 2.03 4.181936308 2
#> 364 1 -1 1 0 2.73 -1.388493544 1
#> 365 1 -1 -1 1 1.02 5.316781423 2
#> 366 1 -1 -1 1 2.90 1.661423865 2
#> 367 1 -1 1 0 2.99 -6.728499893 1
#> 368 1 -1 -1 1 1.27 -2.024426843 1
#> 369 1 -1 1 0 0.25 -0.667259011 1
#> 370 1 -1 1 0 2.70 7.727198825 2
#> 371 1 -1 -1 1 2.37 6.705751797 2
#> 372 1 -1 1 0 1.95 -2.642551963 1
#> 373 1 -1 1 0 0.50 3.674009747 2
#> 374 1 -1 1 0 1.96 -0.371498547 1
#> 375 1 -1 -1 1 1.98 0.276311879 1
#> 376 1 -1 -1 1 1.84 -1.831592527 1
#> 377 1 -1 1 0 0.66 2.962505818 2
#> 378 1 -1 -1 1 0.37 -0.040937030 1
#> 379 1 -1 -1 1 2.79 4.712650957 2
#> 380 1 -1 -1 1 1.20 -0.871094217 1
#> 381 1 -1 -1 1 1.42 2.092245901 2
#> 382 1 -1 1 0 0.83 4.644411866 2
#> 383 1 -1 1 0 1.23 -3.794806198 1
#> 384 1 -1 -1 1 0.42 3.521801597 2
#> 385 1 -1 -1 1 0.23 -0.746555618 1
#> 386 1 -1 1 0 1.97 5.219331160 2
#> 387 1 -1 1 0 1.78 0.618845713 1
#> 388 1 -1 -1 1 1.87 -0.172972780 1
#> 389 1 -1 -1 1 0.96 2.192467791 2
#> 390 1 -1 1 0 1.97 0.706348789 1
#> 391 1 -1 -1 1 0.43 -3.995299082 1
#> 392 1 -1 1 0 1.04 2.717062108 2
#> 393 1 -1 -1 1 0.91 1.105376978 2
#> 394 1 -1 -1 1 0.65 -1.755473162 1
#> 395 1 -1 -1 1 0.89 3.633630826 2
#> 396 1 -1 1 0 1.07 1.944569259 2
#> 397 1 -1 -1 1 2.24 2.044523787 2
#> 398 1 -1 -1 1 1.38 2.379801700 2
#> 399 1 -1 -1 1 0.83 2.528080674 2
#> 400 1 -1 -1 1 0.55 -1.210816811 1
#> 401 2 -1 -1 1 1.16 7.803607889 2
#> 402 2 -1 -1 1 0.64 1.968133798 2
#> 403 2 -1 -1 1 1.27 -0.022387826 1
#> 404 2 -1 -1 1 4.42 15.616160867 2
#> 405 2 -1 -1 1 1.50 2.772862830 2
#> 406 2 -1 -1 1 1.33 10.357951405 2
#> 407 2 -1 -1 1 1.11 3.827409185 2
#> 408 2 -1 1 0 1.05 2.355189064 2
#> 409 2 -1 -1 1 0.97 3.561888889 2
#> 410 2 -1 -1 1 1.00 4.337201973 2
#> 411 2 -1 -1 1 0.57 2.733398702 2
#> 412 2 -1 -1 1 0.59 4.837907927 2
#> 413 2 -1 -1 1 1.23 2.910375828 2
#> 414 2 -1 1 0 1.14 0.990098906 2
#> 415 2 -1 1 0 2.14 2.496349665 2
#> 416 2 -1 -1 1 0.95 3.566093447 2
#> 417 2 -1 1 0 1.88 10.577763456 2
#> 418 2 -1 -1 1 1.76 1.323183948 2
#> 419 2 -1 -1 1 1.33 3.033364249 2
#> 420 2 -1 1 0 1.12 8.294374815 2
#> 421 2 -1 -1 1 1.00 7.627035847 2
#> 422 2 -1 -1 1 0.53 -2.393320704 1
#> 423 2 -1 1 0 1.01 0.848487201 2
#> 424 2 -1 -1 1 0.79 4.723616476 2
#> 425 2 -1 -1 1 1.41 2.140827182 2
#> 426 2 -1 -1 1 0.41 4.486581953 2
#> 427 2 -1 -1 1 0.40 3.169630426 2
#> 428 2 -1 -1 1 0.74 0.663182372 1
#> 429 2 -1 -1 1 0.64 1.275999428 2
#> 430 2 -1 -1 1 2.44 4.774945359 2
#> 431 2 -1 1 0 6.04 6.494035502 2
#> 432 2 -1 -1 1 0.57 -2.596164646 1
#> 433 2 -1 -1 1 1.80 2.150034290 2
#> 434 2 -1 -1 1 2.57 3.595980574 2
#> 435 2 -1 1 0 0.64 -0.115661172 1
#> 436 2 -1 -1 1 0.39 6.948805107 2
#> 437 2 -1 -1 1 0.89 8.383957163 2
#> 438 2 -1 -1 1 2.67 7.493244451 2
#> 439 2 -1 -1 1 1.28 3.972000600 2
#> 440 2 -1 -1 1 0.43 0.533325978 1
#> 441 2 -1 1 0 4.34 11.558463330 2
#> 442 2 -1 -1 1 2.06 4.432136094 2
#> 443 2 -1 -1 1 0.85 4.489317715 2
#> 444 2 -1 -1 1 0.59 6.082477568 2
#> 445 2 -1 -1 1 0.65 1.566544597 2
#> 446 2 -1 1 0 0.75 1.387386710 2
#> 447 2 -1 -1 1 0.88 8.066656805 2
#> 448 2 -1 -1 1 1.36 1.197252199 2
#> 449 2 -1 -1 1 0.43 3.276239609 2
#> 450 2 -1 -1 1 0.59 0.733381852 1
#> 451 2 -1 -1 1 1.15 -0.580018059 1
#> 452 2 -1 1 0 1.81 4.577041255 2
#> 453 2 -1 -1 1 0.38 3.373766882 2
#> 454 2 -1 -1 1 0.58 3.964606118 2
#> 455 2 -1 1 0 3.19 0.617198212 1
#> 456 2 -1 -1 1 0.43 5.665641265 2
#> 457 2 -1 -1 1 1.45 3.279325414 2
#> 458 2 -1 1 0 1.81 1.364296822 2
#> 459 2 -1 1 0 2.99 3.842499507 2
#> 460 2 -1 1 0 3.08 13.575896500 2
#> 461 2 -1 -1 1 2.64 -0.369556824 1
#> 462 2 -1 -1 1 1.50 2.743779674 2
#> 463 2 -1 -1 1 0.74 -0.568634051 1
#> 464 2 -1 1 0 1.58 5.996294724 2
#> 465 2 -1 -1 1 0.98 0.838317612 2
#> 466 2 -1 -1 1 1.88 12.163634431 2
#> 467 2 -1 -1 1 1.22 4.994907464 2
#> 468 2 -1 -1 1 6.68 18.126460966 2
#> 469 2 -1 1 0 0.40 3.773701383 2
#> 470 2 -1 -1 1 7.62 28.500175775 2
#> 471 2 -1 -1 1 1.84 5.454110932 2
#> 472 2 -1 -1 1 0.94 4.599685028 2
#> 473 2 -1 -1 1 1.40 10.778037628 2
#> 474 2 -1 -1 1 1.13 3.096417551 2
#> 475 2 -1 -1 1 0.49 2.402264295 2
#> 476 2 -1 1 0 0.66 1.997248839 2
#> 477 2 -1 1 0 4.01 8.914339930 2
#> 478 2 -1 -1 1 3.15 4.158929411 2
#> 479 2 -1 -1 1 0.54 6.345186446 2
#> 480 2 -1 -1 1 0.53 5.536457383 2
#> 481 2 -1 1 0 0.76 -1.403489020 1
#> 482 2 -1 -1 1 0.54 0.063895643 1
#> 483 2 -1 -1 1 1.62 5.217913846 2
#> 484 2 -1 1 0 2.79 -2.376030731 1
#> 485 2 -1 -1 1 0.45 5.657072155 2
#> 486 2 -1 -1 1 0.67 3.458626798 2
#> 487 2 -1 -1 1 0.85 3.291560876 2
#> 488 2 -1 -1 1 0.55 -2.668869010 1
#> 489 2 -1 1 0 1.37 -0.510604831 1
#> 490 2 -1 -1 1 0.59 1.686610376 2
#> 491 2 -1 -1 1 1.89 11.328640377 2
#> 492 2 -1 1 0 0.73 4.203285607 2
#> 493 2 -1 -1 1 0.77 3.160312789 2
#> 494 2 -1 1 0 0.51 -1.533906718 1
#> 495 2 -1 1 0 4.93 8.442032857 2
#> 496 2 -1 -1 1 1.47 8.753321798 2
#> 497 2 -1 1 0 0.89 4.845433120 2
#> 498 2 -1 -1 1 0.72 1.815186441 2
#> 499 2 -1 -1 1 1.27 2.660655542 2
#> 500 2 -1 -1 1 0.47 7.144339110 2
#> 501 2 -1 -1 1 0.74 3.784149136 2
#> 502 2 -1 1 0 0.98 0.600312087 1
#> 503 2 -1 -1 1 2.09 0.971843697 2
#> 504 2 -1 -1 1 1.20 2.263231885 2
#> 505 2 -1 -1 1 0.42 0.775590988 1
#> 506 2 -1 1 0 2.26 6.234196612 2
#> 507 2 -1 -1 1 0.50 3.171067715 2
#> 508 2 -1 -1 1 0.62 -0.221779569 1
#> 509 2 -1 -1 1 2.12 1.363250907 2
#> 510 2 -1 -1 1 0.98 3.150275745 2
#> 511 2 -1 -1 1 1.51 6.013647777 2
#> 512 2 -1 -1 1 1.57 3.687434359 2
#> 513 2 -1 -1 1 6.35 9.902172441 2
#> 514 2 -1 -1 1 0.52 2.695324181 2
#> 515 2 -1 -1 1 0.98 2.316469091 2
#> 516 2 -1 -1 1 1.03 1.158288477 2
#> 517 2 -1 -1 1 1.24 8.280470894 2
#> 518 2 -1 -1 1 0.56 7.138003003 2
#> 519 2 -1 -1 1 5.15 15.544699681 2
#> 520 2 -1 1 0 0.79 3.109069885 2
#> 521 2 -1 -1 1 2.98 10.917526103 2
#> 522 2 -1 1 0 3.78 14.164652159 2
#> 523 2 -1 -1 1 5.02 14.075321446 2
#> 524 2 -1 1 0 1.18 3.723063573 2
#> 525 2 -1 -1 1 0.47 7.909583010 2
#> 526 2 -1 -1 1 1.13 -0.291094965 1
#> 527 2 -1 -1 1 0.68 8.017114337 2
#> 528 2 -1 -1 1 1.33 3.591925504 2
#> 529 2 -1 -1 1 0.48 -0.689973733 1
#> 530 2 -1 -1 1 0.58 5.624343718 2
#> 531 2 -1 -1 1 0.44 5.469252254 2
#> 532 2 -1 -1 1 1.78 3.751151384 2
#> 533 2 -1 1 0 0.52 2.611273827 2
#> 534 2 -1 -1 1 1.55 2.898745002 2
#> 535 2 -1 1 0 1.53 9.061896014 2
#> 536 2 -1 -1 1 1.03 -0.570247314 1
#> 537 2 -1 -1 1 0.51 3.045066919 2
#> 538 2 -1 1 0 0.62 3.797396013 2
#> 539 2 -1 -1 1 0.51 2.492345468 2
#> 540 2 -1 -1 1 0.97 4.499870591 2
#> 541 2 -1 1 0 0.95 7.483059680 2
#> 542 2 -1 -1 1 1.57 5.473544879 2
#> 543 2 -1 -1 1 1.24 4.892317412 2
#> 544 2 -1 -1 1 4.05 10.241179120 2
#> 545 2 -1 -1 1 0.49 1.310837474 2
#> 546 2 -1 -1 1 1.61 4.034362708 2
#> 547 2 -1 1 0 2.38 3.773909563 2
#> 548 2 -1 -1 1 1.12 -1.122828984 1
#> 549 2 -1 -1 1 1.59 5.127837304 2
#> 550 2 -1 -1 1 1.17 1.311070576 2
#> 551 2 -1 -1 1 0.42 5.093306680 2
#> 552 2 -1 -1 1 0.22 1.897377317 2
#> 553 2 -1 1 0 3.70 4.394862397 2
#> 554 2 -1 1 0 0.38 4.945218115 2
#> 555 2 -1 -1 1 0.47 5.563051820 2
#> 556 2 -1 -1 1 1.20 3.179669358 2
#> 557 2 -1 1 0 1.21 2.141935997 2
#> 558 2 -1 -1 1 1.42 2.927987315 2
#> 559 2 -1 -1 1 0.83 6.150100284 2
#> 560 2 -1 -1 1 0.51 1.610179306 2
#> 561 2 -1 -1 1 0.31 2.655378119 2
#> 562 2 -1 -1 1 1.45 2.219687442 2
#> 563 2 -1 -1 1 0.34 5.074232663 2
#> 564 2 -1 1 0 2.01 11.557991040 2
#> 565 2 -1 -1 1 1.21 1.099848937 2
#> 566 2 -1 1 0 1.90 2.346101883 2
#> 567 2 -1 -1 1 2.78 11.267260564 2
#> 568 2 -1 -1 1 1.48 3.616416497 2
#> 569 2 -1 1 0 2.16 1.463515794 2
#> 570 2 -1 -1 1 2.17 3.536441872 2
#> 571 2 -1 -1 1 1.16 7.727924241 2
#> 572 2 -1 -1 1 1.10 6.166126550 2
#> 573 2 -1 -1 1 0.59 8.670414857 2
#> 574 2 -1 -1 1 1.92 0.336208284 1
#> 575 2 -1 1 0 1.77 2.732126947 2
#> 576 2 -1 -1 1 1.72 6.444158450 2
#> 577 2 -1 -1 1 1.58 4.481585893 2
#> 578 2 -1 -1 1 0.77 8.062892487 2
#> 579 2 -1 -1 1 0.99 -0.124783195 1
#> 580 2 -1 -1 1 0.38 3.341863986 2
#> 581 2 -1 -1 1 0.47 6.323082739 2
#> 582 2 -1 -1 1 2.89 6.249775215 2
#> 583 2 -1 -1 1 1.97 5.161238119 2
#> 584 2 -1 -1 1 0.63 0.805227477 2
#> 585 2 -1 -1 1 0.76 4.828306957 2
#> 586 2 -1 -1 1 0.38 4.069098041 2
#> 587 2 -1 -1 1 1.60 5.863420156 2
#> 588 2 -1 -1 1 1.86 3.821575747 2
#> 589 2 -1 -1 1 0.64 3.923621111 2
#> 590 2 -1 -1 1 0.70 4.977415834 2
#> 591 2 -1 -1 1 1.11 5.481447744 2
#> 592 2 -1 -1 1 1.09 3.460157977 2
#> 593 2 -1 -1 1 0.72 2.675570891 2
#> 594 2 -1 -1 1 0.37 4.030670670 2
#> 595 2 -1 -1 1 1.27 -1.913877483 1
#> 596 2 -1 1 0 0.46 1.716315572 2
#> 597 2 -1 -1 1 2.17 0.610943553 1
#> 598 2 -1 -1 1 0.32 7.040645989 2
#> 599 2 -1 -1 1 0.69 5.758875961 2
#> 600 2 -1 1 0 2.41 2.224500093 2
#> 601 2 -1 -1 1 0.36 4.713203825 2
#> 602 2 -1 -1 1 1.25 12.138955302 2
#> 603 2 -1 -1 1 1.40 5.621440381 2
#> 604 2 -1 -1 1 0.66 3.750069937 2
#> 605 2 -1 -1 1 0.47 3.382875991 2
#> 606 2 -1 1 0 2.48 3.766631683 2
#> 607 2 -1 -1 1 0.63 0.097089597 1
#> 608 2 -1 -1 1 0.68 2.216354842 2
#> 609 2 -1 -1 1 0.78 7.405219038 2
#> 610 2 -1 -1 1 0.35 3.521883873 2
#> 611 2 -1 -1 1 1.58 5.697471098 2
#> 612 2 -1 1 0 0.26 4.827027603 2
#> 613 2 -1 -1 1 0.56 4.125995502 2
#> 614 2 -1 -1 1 1.81 -1.670351102 1
#> 615 2 -1 -1 1 0.68 6.509120809 2
#> 616 2 -1 -1 1 0.61 7.601158971 2
#> 617 2 -1 -1 1 3.66 6.818045115 2
#> 618 2 -1 -1 1 1.53 0.476645066 1
#> 619 2 -1 -1 1 1.47 3.090906956 2
#> 620 2 -1 1 0 1.28 -0.051024511 1
#> 621 2 -1 1 0 1.43 3.693603705 2
#> 622 2 -1 -1 1 0.28 1.860160883 2
#> 623 2 -1 -1 1 0.34 -0.785640385 1
#> 624 2 -1 -1 1 0.82 6.655002822 2
#> 625 2 -1 -1 1 1.41 3.495019113 2
#> 626 2 -1 -1 1 0.48 5.033655761 2
#> 627 2 -1 1 0 1.57 3.577635242 2
#> 628 2 -1 -1 1 1.11 5.908035963 2
#> 629 2 -1 -1 1 0.79 3.799536407 2
#> 630 2 -1 -1 1 1.50 2.675960044 2
#> 631 2 -1 -1 1 0.62 1.769735068 2
#> 632 2 -1 -1 1 1.07 9.875862931 2
#> 633 2 -1 -1 1 2.92 7.050435348 2
#> 634 2 -1 -1 1 2.42 3.000648798 2
#> 635 2 -1 -1 1 0.63 4.251729839 2
#> 636 2 -1 -1 1 1.94 4.344183972 2
#> 637 2 -1 1 0 3.94 2.526250047 2
#> 638 2 -1 1 0 0.25 5.208360572 2
#> 639 2 -1 -1 1 0.78 1.970790957 2
#> 640 2 -1 -1 1 0.63 6.775250815 2
#> 641 2 -1 -1 1 1.81 1.019194431 2
#> 642 2 -1 -1 1 0.37 6.942520906 2
#> 643 2 -1 -1 1 2.00 3.664752580 2
#> 644 2 -1 -1 1 0.41 1.716529546 2
#> 645 2 -1 -1 1 0.67 4.281248321 2
#> 646 2 -1 -1 1 0.53 5.991181192 2
#> 647 2 -1 -1 1 0.45 6.369200477 2
#> 648 2 -1 -1 1 1.84 10.004446501 2
#> 649 2 -1 -1 1 1.71 4.972700122 2
#> 650 2 -1 -1 1 0.30 -2.291601052 1
#> 651 2 -1 -1 1 1.69 4.982706116 2
#> 652 2 -1 -1 1 0.53 4.681759482 2
#> 653 2 -1 -1 1 1.29 0.493165359 1
#> 654 2 -1 -1 1 0.43 10.899406307 2
#> 655 2 -1 -1 1 2.07 0.336139512 1
#> 656 2 -1 -1 1 1.16 10.115069283 2
#> 657 2 -1 -1 1 0.73 5.543207715 2
#> 658 2 -1 -1 1 0.44 2.086970491 2
#> 659 2 -1 -1 1 2.76 7.760106167 2
#> 660 2 -1 -1 1 1.34 4.264249607 2
#> 661 2 -1 1 0 1.88 3.654084758 2
#> 662 2 -1 -1 1 0.33 -0.148658405 1
#> 663 2 -1 -1 1 0.62 8.086296603 2
#> 664 2 -1 -1 1 0.96 1.110195731 2
#> 665 2 -1 -1 1 0.52 1.310854361 2
#> 666 2 -1 -1 1 1.71 2.823899838 2
#> 667 2 -1 -1 1 1.68 7.472022653 2
#> 668 2 -1 -1 1 0.86 3.232420081 2
#> 669 2 -1 -1 1 5.88 2.916869066 2
#> 670 2 -1 1 0 0.44 2.923848897 2
#> 671 2 -1 -1 1 0.85 5.033899754 2
#> 672 2 -1 -1 1 0.31 1.298175044 2
#> 673 2 -1 -1 1 0.58 -1.581492016 1
#> 674 2 -1 -1 1 2.40 1.655523933 2
#> 675 2 -1 -1 1 0.42 2.252858832 2
#> 676 2 -1 -1 1 0.60 6.668864570 2
#> 677 2 -1 -1 1 0.93 0.405925299 1
#> 678 2 -1 -1 1 1.08 7.776564157 2
#> 679 2 -1 1 0 0.74 4.086190919 2
#> 680 2 -1 1 0 1.92 3.127526671 2
#> 681 2 -1 -1 1 2.46 1.686662988 2
#> 682 2 -1 -1 1 0.71 8.429862166 2
#> 683 2 -1 -1 1 4.36 2.150335431 2
#> 684 2 -1 1 0 1.12 0.658094119 1
#> 685 2 -1 -1 1 0.52 3.049499307 2
#> 686 2 -1 -1 1 0.61 2.312499432 2
#> 687 2 -1 -1 1 4.95 13.464496967 2
#> 688 2 -1 -1 1 0.71 1.069766914 2
#> 689 2 -1 -1 1 2.45 5.663416856 2
#> 690 2 -1 -1 1 0.49 1.194300884 2
#> 691 2 -1 -1 1 0.44 -2.864680964 1
#> 692 2 -1 -1 1 0.84 0.595303989 1
#> 693 2 -1 1 0 1.58 6.936801921 2
#> 694 2 -1 -1 1 2.03 -1.354183929 1
#> 695 2 -1 -1 1 1.08 5.188132935 2
#> 696 2 -1 -1 1 0.56 1.962703161 2
#> 697 2 -1 1 0 0.61 3.025744849 2
#> 698 2 -1 -1 1 0.56 7.300300519 2
#> 699 2 -1 -1 1 0.69 4.052028986 2
#> 700 2 -1 -1 1 0.73 3.208751454 2
#> 701 2 -1 1 0 1.57 4.246098891 2
#> 702 2 -1 -1 1 1.36 7.857998721 2
#> 703 2 -1 1 0 1.12 4.956883005 2
#> 704 2 -1 -1 1 0.94 3.802599216 2
#> 705 2 -1 -1 1 3.26 12.907269771 2
#> 706 2 -1 -1 1 0.53 2.734314014 2
#> 707 2 -1 -1 1 0.74 3.557306408 2
#> 708 2 -1 -1 1 0.49 7.448099645 2
#> 709 2 -1 -1 1 0.54 4.767377506 2
#> 710 2 -1 -1 1 2.10 6.639106578 2
#> 711 2 -1 -1 1 1.12 3.532395714 2
#> 712 2 -1 -1 1 0.66 3.725738329 2
#> 713 2 -1 -1 1 1.69 8.276092369 2
#> 714 2 -1 -1 1 0.82 4.429120946 2
#> 715 2 -1 1 0 1.54 2.225338956 2
#> 716 2 -1 -1 1 0.86 7.945579395 2
#> 717 2 -1 -1 1 1.30 2.714775128 2
#> 718 2 -1 1 0 3.19 8.331965211 2
#> 719 2 -1 -1 1 1.41 3.912737934 2
#> 720 2 -1 -1 1 1.68 5.877820596 2
#> 721 2 -1 -1 1 1.50 4.635444810 2
#> 722 2 -1 -1 1 2.83 9.047238952 2
#> 723 2 -1 -1 1 0.55 -0.977856555 1
#> 724 2 -1 -1 1 1.65 3.754955174 2
#> 725 2 -1 -1 1 0.75 -0.099713753 1
#> 726 2 -1 1 0 0.88 -0.618517080 1
#> 727 2 -1 -1 1 1.49 6.338313254 2
#> 728 2 -1 -1 1 1.13 0.873614406 2
#> 729 2 -1 -1 1 2.57 8.884287941 2
#> 730 2 -1 -1 1 1.35 9.142907218 2
#> 731 2 -1 -1 1 0.81 4.393387019 2
#> 732 2 -1 -1 1 0.47 4.914474122 2
#> 733 2 -1 1 0 2.88 3.506611797 2
#> 734 2 -1 -1 1 0.72 5.897940390 2
#> 735 2 -1 -1 1 1.20 1.099411663 2
#> 736 2 -1 1 0 0.39 0.718058283 1
#> 737 2 -1 -1 1 1.74 8.744462481 2
#> 738 2 -1 -1 1 0.76 4.111928519 2
#> 739 2 -1 -1 1 0.96 5.835832053 2
#> 740 2 -1 -1 1 2.14 1.730141396 2
#> 741 2 -1 -1 1 1.00 1.579407040 2
#> 742 2 -1 1 0 1.17 -0.661673528 1
#> 743 2 -1 -1 1 2.62 4.857883125 2
#> 744 2 -1 -1 1 0.59 5.740953049 2
#> 745 2 -1 -1 1 1.06 3.911457013 2
#> 746 2 -1 -1 1 1.66 1.518882846 2
#> 747 2 -1 -1 1 0.54 2.326290035 2
#> 748 2 -1 1 0 1.06 2.207742712 2
#> 749 2 -1 1 0 1.45 2.359644931 2
#> 750 2 -1 -1 1 0.69 8.269255587 2
#> 751 2 -1 1 0 1.30 2.980782892 2
#> 752 2 -1 -1 1 0.63 4.958586262 2
#> 753 2 -1 -1 1 0.78 6.125572721 2
#> 754 2 -1 -1 1 1.31 -2.152330381 1
#> 755 2 -1 -1 1 4.23 4.429496804 2
#> 756 2 -1 -1 1 0.66 1.976077297 2
#> 757 2 -1 -1 1 0.86 4.605517875 2
#> 758 2 -1 -1 1 2.50 4.869840572 2
#> 759 2 -1 -1 1 0.64 6.850455240 2
#> 760 2 -1 1 0 0.22 5.961269776 2
#> 761 2 -1 1 0 1.35 0.461484685 1
#> 762 2 -1 -1 1 2.03 5.573400499 2
#> 763 2 -1 1 0 0.76 3.815881428 2
#> 764 2 -1 1 0 0.78 1.017122871 2
#> 765 2 -1 -1 1 7.15 10.421292586 2
#> 766 2 -1 -1 1 0.64 5.168220402 2
#> 767 2 -1 1 0 0.64 4.196152585 2
#> 768 2 -1 1 0 1.79 7.448132933 2
#> 769 2 -1 -1 1 1.22 7.957202298 2
#> 770 2 -1 -1 1 1.16 -0.853443747 1
#> 771 2 -1 -1 1 2.37 8.035208223 2
#> 772 2 -1 -1 1 1.88 6.636126248 2
#> 773 2 -1 -1 1 0.89 5.973686586 2
#> 774 2 -1 1 0 0.50 1.160346824 2
#> 775 2 -1 -1 1 0.93 5.661436502 2
#> 776 2 -1 -1 1 1.60 6.910719877 2
#> 777 2 -1 -1 1 2.78 0.976643349 2
#> 778 2 -1 -1 1 1.92 3.839009863 2
#> 779 2 -1 -1 1 0.96 1.665769118 2
#> 780 2 -1 -1 1 0.34 4.901173644 2
#> 781 2 -1 1 0 3.96 5.903350751 2
#> 782 2 -1 -1 1 0.51 2.496168423 2
#> 783 2 -1 -1 1 1.51 5.309714298 2
#> 784 2 -1 -1 1 0.30 -1.183500802 1
#> 785 2 -1 -1 1 1.60 6.071949532 2
#> 786 2 -1 1 0 1.79 3.425905222 2
#> 787 2 -1 1 0 1.79 11.254639359 2
#> 788 2 -1 -1 1 2.16 8.973313943 2
#> 789 2 -1 -1 1 2.10 3.652379791 2
#> 790 2 -1 -1 1 0.54 1.426038197 2
#> 791 2 -1 1 0 1.82 13.604772184 2
#> 792 2 -1 -1 1 0.95 5.224417879 2
#> 793 2 -1 -1 1 0.63 4.580407949 2
#> 794 2 -1 -1 1 0.66 0.800321510 2
#> 795 2 -1 -1 1 1.11 7.246827860 2
#> 796 2 -1 1 0 1.01 7.749032126 2
#> 797 2 -1 -1 1 0.17 1.382124811 2
#> 798 2 -1 1 0 0.34 4.750367561 2
#> 799 2 -1 -1 1 0.92 2.492004823 2
#> 800 2 -1 -1 1 2.55 3.942976308 2
#> 801 1 1 1 1 0.44 -1.995184231 1
#> 802 1 1 1 1 1.87 -0.735693879 1
#> 803 1 1 1 1 0.99 1.542782648 2
#> 804 1 1 1 1 2.12 -4.250626846 1
#> 805 1 1 1 1 0.60 1.297044323 2
#> 806 1 1 1 1 0.40 3.681970774 2
#> 807 1 1 1 1 5.62 4.914057245 2
#> 808 1 1 1 1 1.12 4.643938644 2
#> 809 1 1 1 1 1.90 -2.493355690 1
#> 810 1 1 1 1 0.75 -2.343672053 1
#> 811 1 1 1 1 1.20 0.618335981 1
#> 812 1 1 -1 0 1.90 3.764826513 2
#> 813 1 1 1 1 0.79 2.917419410 2
#> 814 1 1 -1 0 0.70 4.489766604 2
#> 815 1 1 1 1 1.76 -5.299344904 1
#> 816 1 1 -1 0 0.49 -2.326345271 1
#> 817 1 1 1 1 0.64 -1.928687504 1
#> 818 1 1 1 1 0.50 4.884492124 2
#> 819 1 1 1 1 1.01 3.986517166 2
#> 820 1 1 -1 0 1.44 -3.921870846 1
#> 821 1 1 -1 0 0.95 0.009720509 1
#> 822 1 1 1 1 0.69 -1.028989745 1
#> 823 1 1 1 1 0.82 -0.900754344 1
#> 824 1 1 -1 0 0.74 1.789676323 2
#> 825 1 1 1 1 0.57 2.372307041 2
#> 826 1 1 -1 0 2.24 -1.642544677 1
#> 827 1 1 1 1 1.48 -1.879222887 1
#> 828 1 1 -1 0 4.62 3.612428654 2
#> 829 1 1 -1 0 1.73 5.035861015 2
#> 830 1 1 -1 0 3.48 -0.772178690 1
#> 831 1 1 1 1 1.32 2.760649340 2
#> 832 1 1 1 1 0.55 -0.146914092 1
#> 833 1 1 -1 0 1.42 -1.261987063 1
#> 834 1 1 -1 0 0.56 2.985933392 2
#> 835 1 1 1 1 0.61 0.276736459 1
#> 836 1 1 -1 0 1.07 1.670773611 2
#> 837 1 1 -1 0 3.59 4.951873351 2
#> 838 1 1 1 1 1.73 8.975779551 2
#> 839 1 1 -1 0 0.43 -3.138032202 1
#> 840 1 1 -1 0 2.35 1.716616894 2
#> 841 1 1 -1 0 3.18 -7.437082938 1
#> 842 1 1 1 1 1.07 -0.497538086 1
#> 843 1 1 1 1 2.31 -1.288083527 1
#> 844 1 1 1 1 0.83 -0.202496404 1
#> 845 1 1 -1 0 3.14 1.850988948 2
#> 846 1 1 1 1 0.48 -0.547782172 1
#> 847 1 1 1 1 0.78 -0.114446014 1
#> 848 1 1 -1 0 2.28 1.344779822 2
#> 849 1 1 1 1 0.60 2.579653075 2
#> 850 1 1 1 1 1.63 0.349581119 1
#> 851 1 1 1 1 1.39 -2.340432126 1
#> 852 1 1 1 1 0.36 -2.424966800 1
#> 853 1 1 1 1 3.01 6.380112497 2
#> 854 1 1 -1 0 1.24 -2.008705805 1
#> 855 1 1 -1 0 4.30 9.526759778 2
#> 856 1 1 -1 0 1.23 6.774533103 2
#> 857 1 1 1 1 1.15 3.555435970 2
#> 858 1 1 1 1 0.42 -2.638836860 1
#> 859 1 1 -1 0 0.96 0.346905286 1
#> 860 1 1 1 1 2.11 3.010500839 2
#> 861 1 1 -1 0 0.57 -3.546241227 1
#> 862 1 1 1 1 1.18 3.422930910 2
#> 863 1 1 -1 0 0.62 10.312528293 2
#> 864 1 1 1 1 2.27 -4.681259360 1
#> 865 1 1 -1 0 0.54 -0.333210623 1
#> 866 1 1 -1 0 0.72 5.482453259 2
#> 867 1 1 1 1 0.63 2.095857948 2
#> 868 1 1 -1 0 1.63 3.609427934 2
#> 869 1 1 1 1 0.95 2.812477051 2
#> 870 1 1 1 1 0.54 -0.661629577 1
#> 871 1 1 1 1 0.41 -3.494251724 1
#> 872 1 1 -1 0 2.36 -2.717279451 1
#> 873 1 1 1 1 0.93 5.085420815 2
#> 874 1 1 -1 0 0.95 -0.318730868 1
#> 875 1 1 -1 0 1.68 5.634557666 2
#> 876 1 1 -1 0 2.34 -3.041995197 1
#> 877 1 1 -1 0 0.41 -1.952139297 1
#> 878 1 1 1 1 1.20 1.573060923 2
#> 879 1 1 -1 0 0.90 -0.570003106 1
#> 880 1 1 1 1 3.22 7.036067351 2
#> 881 1 1 -1 0 1.28 5.801920823 2
#> 882 1 1 -1 0 0.62 0.047654082 1
#> 883 1 1 1 1 0.94 -3.173608271 1
#> 884 1 1 -1 0 1.86 3.826119109 2
#> 885 1 1 1 1 1.22 1.733244159 2
#> 886 1 1 1 1 0.79 -0.156174993 1
#> 887 1 1 1 1 0.75 -0.669279936 1
#> 888 1 1 -1 0 0.87 1.016782247 2
#> 889 1 1 -1 0 1.57 1.273137832 2
#> 890 1 1 1 1 0.87 -1.329144278 1
#> 891 1 1 1 1 0.31 -2.320294575 1
#> 892 1 1 -1 0 0.64 1.677990504 2
#> 893 1 1 1 1 1.58 -0.103670774 1
#> 894 1 1 1 1 0.87 4.793109657 2
#> 895 1 1 1 1 1.58 0.430249935 1
#> 896 1 1 1 1 1.63 -4.968668632 1
#> 897 1 1 -1 0 2.65 1.758933541 2
#> 898 1 1 -1 0 0.85 -1.017243899 1
#> 899 1 1 -1 0 5.76 1.615572646 2
#> 900 1 1 1 1 5.70 -4.335545507 1
#> 901 1 1 -1 0 1.52 -3.282705568 1
#> 902 1 1 1 1 0.45 0.239417701 1
#> 903 1 1 1 1 0.63 4.667854865 2
#> 904 1 1 -1 0 0.50 -1.970995235 1
#> 905 1 1 1 1 1.58 3.583621806 2
#> 906 1 1 1 1 0.32 1.093240808 2
#> 907 1 1 1 1 0.61 2.066363081 2
#> 908 1 1 -1 0 0.97 -5.883903040 1
#> 909 1 1 -1 0 1.02 -1.294079038 1
#> 910 1 1 1 1 2.11 -6.031771032 1
#> 911 1 1 1 1 1.40 -2.496315271 1
#> 912 1 1 1 1 0.55 1.802428808 2
#> 913 1 1 -1 0 1.15 4.063891217 2
#> 914 1 1 -1 0 1.82 -5.466699538 1
#> 915 1 1 1 1 0.67 3.579582703 2
#> 916 1 1 1 1 1.50 -2.374177286 1
#> 917 1 1 1 1 0.50 4.681113945 2
#> 918 1 1 -1 0 1.70 0.846125131 2
#> 919 1 1 -1 0 2.66 5.027277964 2
#> 920 1 1 -1 0 3.43 0.136097409 1
#> 921 1 1 -1 0 3.25 0.801430541 2
#> 922 1 1 -1 0 0.42 0.608725754 1
#> 923 1 1 1 1 0.43 0.261381334 1
#> 924 1 1 1 1 1.37 0.312426939 1
#> 925 1 1 -1 0 0.30 0.726680107 1
#> 926 1 1 -1 0 2.93 -1.582253370 1
#> 927 1 1 -1 0 1.34 -0.694551200 1
#> 928 1 1 1 1 0.44 -0.799728369 1
#> 929 1 1 1 1 0.29 -3.103434130 1
#> 930 1 1 1 1 0.98 0.046207831 1
#> 931 1 1 1 1 0.88 3.384331170 2
#> 932 1 1 -1 0 1.31 -4.334094304 1
#> 933 1 1 -1 0 2.02 2.250006435 2
#> 934 1 1 -1 0 1.33 -0.305874698 1
#> 935 1 1 1 1 1.94 8.467159374 2
#> 936 1 1 -1 0 1.79 3.546248133 2
#> 937 1 1 -1 0 0.78 1.725594745 2
#> 938 1 1 -1 0 1.10 -1.015336402 1
#> 939 1 1 -1 0 1.22 4.532634783 2
#> 940 1 1 1 1 0.42 1.031652994 2
#> 941 1 1 -1 0 0.35 1.828998561 2
#> 942 1 1 -1 0 2.89 -6.923698367 1
#> 943 1 1 -1 0 1.02 2.375379265 2
#> 944 1 1 1 1 1.50 3.441653611 2
#> 945 1 1 -1 0 0.48 1.022229532 2
#> 946 1 1 -1 0 1.16 -1.853687586 1
#> 947 1 1 -1 0 3.54 -2.393234867 1
#> 948 1 1 -1 0 2.34 0.882035668 2
#> 949 1 1 1 1 0.56 1.632040980 2
#> 950 1 1 -1 0 2.52 7.616908423 2
#> 951 1 1 -1 0 1.25 -0.035362253 1
#> 952 1 1 1 1 6.77 -2.252658428 1
#> 953 1 1 1 1 0.99 -3.535904661 1
#> 954 1 1 -1 0 2.60 -3.061319660 1
#> 955 1 1 1 1 0.95 7.109449974 2
#> 956 1 1 -1 0 0.60 2.369381299 2
#> 957 1 1 -1 0 1.30 0.980489013 2
#> 958 1 1 -1 0 2.49 9.275975609 2
#> 959 1 1 1 1 1.60 1.746094579 2
#> 960 1 1 1 1 1.27 2.318742336 2
#> 961 1 1 1 1 0.70 -2.793974059 1
#> 962 1 1 1 1 1.12 -0.212248522 1
#> 963 1 1 -1 0 1.23 1.051894681 2
#> 964 1 1 1 1 0.44 2.307975631 2
#> 965 1 1 1 1 0.49 -2.416660509 1
#> 966 1 1 1 1 0.63 3.789149947 2
#> 967 1 1 1 1 0.76 -4.495287087 1
#> 968 1 1 1 1 0.60 1.582293573 2
#> 969 1 1 1 1 1.52 -2.921060103 1
#> 970 1 1 -1 0 3.77 11.511634988 2
#> 971 1 1 1 1 0.82 0.347740532 1
#> 972 1 1 1 1 1.61 2.408650340 2
#> 973 1 1 1 1 0.49 0.842736784 2
#> 974 1 1 1 1 0.62 0.232615803 1
#> 975 1 1 1 1 0.71 1.606651599 2
#> 976 1 1 -1 0 1.39 5.657089461 2
#> 977 1 1 -1 0 1.94 -2.147295127 1
#> 978 1 1 1 1 1.20 -3.988377838 1
#> 979 1 1 -1 0 0.50 5.168139779 2
#> 980 1 1 1 1 1.41 -0.187934555 1
#> 981 1 1 1 1 0.71 -4.416049120 1
#> 982 1 1 1 1 1.24 -2.199836681 1
#> 983 1 1 -1 0 3.25 0.847111918 2
#> 984 1 1 -1 0 0.90 -5.301503786 1
#> 985 1 1 1 1 2.63 -5.189306779 1
#> 986 1 1 1 1 0.48 1.789065091 2
#> 987 1 1 1 1 1.06 1.716505928 2
#> 988 1 1 1 1 0.45 4.773452758 2
#> 989 1 1 1 1 0.85 4.195556799 2
#> 990 1 1 1 1 1.33 3.423135953 2
#> 991 1 1 1 1 2.41 -0.174580692 1
#> 992 1 1 -1 0 0.28 1.786212748 2
#> 993 1 1 1 1 1.51 -1.271579316 1
#> 994 1 1 -1 0 0.85 1.380950986 2
#> 995 1 1 -1 0 1.71 0.441963647 1
#> 996 1 1 1 1 1.49 6.946797600 2
#> 997 1 1 -1 0 0.80 1.116391311 2
#> 998 1 1 -1 0 0.88 5.081132666 2
#> 999 1 1 1 1 2.33 -3.235100318 1
#> 1000 1 1 1 1 0.51 -0.319280974 1
#> 1001 1 1 1 1 1.29 0.008387034 1
#> 1002 1 1 -1 0 0.81 1.185250994 2
#> 1003 1 1 1 1 1.61 4.631363598 2
#> 1004 1 1 1 1 0.90 4.656520828 2
#> 1005 1 1 -1 0 1.67 -2.021247959 1
#> 1006 1 1 -1 0 1.11 4.353477366 2
#> 1007 1 1 -1 0 4.05 6.605778131 2
#> 1008 1 1 1 1 1.10 3.837905541 2
#> 1009 1 1 1 1 0.63 5.482583872 2
#> 1010 1 1 1 1 1.66 -0.795719224 1
#> 1011 1 1 1 1 1.33 0.064186942 1
#> 1012 1 1 1 1 1.01 -1.814915508 1
#> 1013 1 1 -1 0 0.44 -3.979337231 1
#> 1014 1 1 1 1 3.37 0.524500009 1
#> 1015 1 1 1 1 0.60 0.794648133 1
#> 1016 1 1 -1 0 0.98 4.274881651 2
#> 1017 1 1 1 1 0.60 2.340264926 2
#> 1018 1 1 -1 0 1.74 -0.943234176 1
#> 1019 1 1 1 1 1.05 2.878124678 2
#> 1020 1 1 -1 0 1.19 -1.028004821 1
#> 1021 1 1 -1 0 1.61 0.190657993 1
#> 1022 1 1 1 1 0.67 -0.323075427 1
#> 1023 1 1 -1 0 0.32 0.348964943 1
#> 1024 1 1 -1 0 1.00 -2.280793608 1
#> 1025 1 1 1 1 0.44 -3.552217468 1
#> 1026 1 1 -1 0 0.55 -1.674848119 1
#> 1027 1 1 1 1 0.45 1.573681895 2
#> 1028 1 1 -1 0 1.22 -1.055872183 1
#> 1029 1 1 1 1 1.77 1.600570861 2
#> 1030 1 1 -1 0 2.06 2.758643644 2
#> 1031 1 1 -1 0 0.62 -0.033453834 1
#> 1032 1 1 1 1 1.99 -4.000200883 1
#> 1033 1 1 1 1 1.31 2.817626957 2
#> 1034 1 1 1 1 0.80 -0.440974247 1
#> 1035 1 1 1 1 1.54 4.669534067 2
#> 1036 1 1 1 1 0.28 0.873368360 2
#> 1037 1 1 1 1 2.12 7.594032403 2
#> 1038 1 1 -1 0 0.39 4.455687838 2
#> 1039 1 1 -1 0 0.51 -1.223585917 1
#> 1040 1 1 -1 0 0.63 1.402237448 2
#> 1041 1 1 1 1 0.28 1.038738538 2
#> 1042 1 1 1 1 2.56 3.151229777 2
#> 1043 1 1 -1 0 1.40 0.474015477 1
#> 1044 1 1 1 1 0.83 -2.465379228 1
#> 1045 1 1 -1 0 1.05 -1.583080109 1
#> 1046 1 1 -1 0 0.68 1.252818742 2
#> 1047 1 1 1 1 0.30 2.394237941 2
#> 1048 1 1 -1 0 2.42 -6.429610245 1
#> 1049 1 1 1 1 0.29 6.313010746 2
#> 1050 1 1 1 1 1.92 3.067891381 2
#> 1051 1 1 1 1 0.88 2.996057350 2
#> 1052 1 1 1 1 1.49 2.725983284 2
#> 1053 1 1 -1 0 0.70 -0.849695118 1
#> 1054 1 1 -1 0 0.70 -3.882071477 1
#> 1055 1 1 -1 0 1.34 -1.926163829 1
#> 1056 1 1 1 1 0.71 2.915242547 2
#> 1057 1 1 1 1 0.74 0.199461281 1
#> 1058 1 1 -1 0 1.26 4.095150420 2
#> 1059 1 1 -1 0 1.15 5.029727964 2
#> 1060 1 1 -1 0 1.90 7.075300116 2
#> 1061 1 1 1 1 2.12 3.085524026 2
#> 1062 1 1 -1 0 0.75 -1.431532596 1
#> 1063 1 1 1 1 0.29 -1.953570425 1
#> 1064 1 1 1 1 0.31 -0.395927604 1
#> 1065 1 1 -1 0 0.55 0.634963685 1
#> 1066 1 1 -1 0 2.16 1.355236166 2
#> 1067 1 1 -1 0 0.96 0.389599232 1
#> 1068 1 1 1 1 0.69 3.176533768 2
#> 1069 1 1 -1 0 0.34 1.219469449 2
#> 1070 1 1 1 1 1.10 -1.573374548 1
#> 1071 1 1 1 1 0.67 2.999708674 2
#> 1072 1 1 -1 0 1.02 0.325687334 1
#> 1073 1 1 -1 0 0.66 -1.249525698 1
#> 1074 1 1 1 1 0.52 0.493139996 1
#> 1075 1 1 1 1 1.27 -1.472651574 1
#> 1076 1 1 -1 0 1.87 3.620543768 2
#> 1077 1 1 -1 0 1.00 1.978151825 2
#> 1078 1 1 -1 0 0.52 1.910423217 2
#> 1079 1 1 1 1 0.62 -1.932739399 1
#> 1080 1 1 -1 0 0.62 0.863994178 2
#> 1081 1 1 -1 0 0.72 1.484306693 2
#> 1082 1 1 1 1 1.14 -5.144408485 1
#> 1083 1 1 -1 0 1.21 5.862495103 2
#> 1084 1 1 1 1 0.55 -3.189285796 1
#> 1085 1 1 1 1 0.23 -1.081295364 1
#> 1086 1 1 1 1 0.78 3.479851996 2
#> 1087 1 1 1 1 1.60 -4.813988716 1
#> 1088 1 1 1 1 1.06 -0.411097178 1
#> 1089 1 1 -1 0 1.80 7.215383858 2
#> 1090 1 1 -1 0 2.89 0.194534435 1
#> 1091 1 1 1 1 0.84 1.744203922 2
#> 1092 1 1 -1 0 2.90 -4.227062230 1
#> 1093 1 1 1 1 1.32 -2.029291283 1
#> 1094 1 1 1 1 0.40 0.468415933 1
#> 1095 1 1 -1 0 4.65 1.394527620 2
#> 1096 1 1 1 1 2.33 3.596102283 2
#> 1097 1 1 1 1 1.18 -1.394914117 1
#> 1098 1 1 -1 0 3.03 1.655831976 2
#> 1099 1 1 -1 0 1.89 -1.479718692 1
#> 1100 1 1 1 1 2.62 1.913638147 2
#> 1101 1 1 -1 0 1.07 3.604201841 2
#> 1102 1 1 1 1 0.38 3.583106641 2
#> 1103 1 1 -1 0 1.19 -4.441509435 1
#> 1104 1 1 1 1 0.47 1.070454308 2
#> 1105 1 1 1 1 0.30 1.290648139 2
#> 1106 1 1 -1 0 3.39 -1.998368695 1
#> 1107 1 1 1 1 0.45 0.731095833 1
#> 1108 1 1 1 1 1.91 -5.920001325 1
#> 1109 1 1 -1 0 1.16 -1.714343654 1
#> 1110 1 1 1 1 0.36 7.071411535 2
#> 1111 1 1 1 1 1.61 -1.919512816 1
#> 1112 1 1 -1 0 0.47 1.517786857 2
#> 1113 1 1 1 1 0.38 -1.189215999 1
#> 1114 1 1 1 1 2.80 2.732461127 2
#> 1115 1 1 -1 0 1.45 -1.643064521 1
#> 1116 1 1 -1 0 1.99 5.058323597 2
#> 1117 1 1 1 1 0.96 -2.784736237 1
#> 1118 1 1 1 1 0.99 -2.836899197 1
#> 1119 1 1 -1 0 0.70 1.987592134 2
#> 1120 1 1 1 1 1.73 1.297913814 2
#> 1121 1 1 1 1 2.50 1.301818056 2
#> 1122 1 1 1 1 1.15 -1.260145736 1
#> 1123 1 1 -1 0 1.24 -0.350181881 1
#> 1124 1 1 -1 0 2.36 4.248657859 2
#> 1125 1 1 -1 0 1.23 3.648873818 2
#> 1126 1 1 -1 0 2.93 -1.156576956 1
#> 1127 1 1 1 1 2.25 0.136841533 1
#> 1128 1 1 1 1 0.67 3.619814410 2
#> 1129 1 1 -1 0 0.97 -0.293331987 1
#> 1130 1 1 -1 0 1.56 6.094998849 2
#> 1131 1 1 1 1 2.72 -4.335442813 1
#> 1132 1 1 -1 0 0.95 5.140018069 2
#> 1133 1 1 -1 0 2.41 -2.650712628 1
#> 1134 1 1 1 1 0.48 3.616057380 2
#> 1135 1 1 1 1 1.16 4.246403925 2
#> 1136 1 1 1 1 2.21 -0.956884798 1
#> 1137 1 1 -1 0 2.62 -6.175784322 1
#> 1138 1 1 1 1 0.57 0.989984762 2
#> 1139 1 1 -1 0 0.53 0.420012783 1
#> 1140 1 1 1 1 0.80 1.451651511 2
#> 1141 1 1 -1 0 0.75 -2.017498202 1
#> 1142 1 1 1 1 0.74 2.117107555 2
#> 1143 1 1 -1 0 5.50 -3.962254675 1
#> 1144 1 1 1 1 0.58 0.513953525 1
#> 1145 1 1 -1 0 1.20 -3.979440346 1
#> 1146 1 1 1 1 0.39 2.387167795 2
#> 1147 1 1 -1 0 0.88 -1.368870949 1
#> 1148 1 1 1 1 0.59 -1.261888804 1
#> 1149 1 1 1 1 0.81 3.324049249 2
#> 1150 1 1 -1 0 1.04 3.319053813 2
#> 1151 1 1 1 1 0.70 8.400006279 2
#> 1152 1 1 1 1 2.24 1.262156853 2
#> 1153 1 1 1 1 0.36 2.081256780 2
#> 1154 1 1 -1 0 3.35 5.182072171 2
#> 1155 1 1 -1 0 1.58 4.324221490 2
#> 1156 1 1 1 1 2.24 10.459135168 2
#> 1157 1 1 1 1 0.63 2.097369687 2
#> 1158 1 1 1 1 0.78 4.315397349 2
#> 1159 1 1 1 1 1.15 -0.928980806 1
#> 1160 1 1 -1 0 0.73 -0.818855260 1
#> 1161 1 1 1 1 0.74 6.277064785 2
#> 1162 1 1 1 1 1.34 -2.896112153 1
#> 1163 1 1 1 1 0.98 4.786173736 2
#> 1164 1 1 1 1 2.30 -0.931912447 1
#> 1165 1 1 1 1 0.64 1.341194163 2
#> 1166 1 1 1 1 1.52 -2.243071378 1
#> 1167 1 1 1 1 1.27 3.097286825 2
#> 1168 1 1 -1 0 1.39 4.268611547 2
#> 1169 1 1 1 1 1.99 5.199651427 2
#> 1170 1 1 1 1 2.04 0.738198583 1
#> 1171 1 1 1 1 0.49 -0.284245799 1
#> 1172 1 1 -1 0 3.43 -5.025937752 1
#> 1173 1 1 1 1 0.50 2.530984111 2
#> 1174 1 1 1 1 0.49 0.767541038 1
#> 1175 1 1 1 1 0.54 1.937555547 2
#> 1176 1 1 1 1 1.12 -5.944464478 1
#> 1177 1 1 1 1 1.06 -2.372579258 1
#> 1178 1 1 1 1 0.68 0.247946143 1
#> 1179 1 1 -1 0 1.25 0.628459464 1
#> 1180 1 1 1 1 0.35 -1.981589732 1
#> 1181 1 1 -1 0 2.08 -0.560600107 1
#> 1182 1 1 -1 0 2.53 6.576095436 2
#> 1183 1 1 -1 0 1.22 -4.389591127 1
#> 1184 1 1 1 1 1.54 1.422380429 2
#> 1185 1 1 1 1 1.00 0.045169062 1
#> 1186 1 1 1 1 2.83 1.590698680 2
#> 1187 1 1 1 1 1.21 1.378666264 2
#> 1188 1 1 -1 0 2.34 2.226518583 2
#> 1189 1 1 -1 0 1.34 2.665429825 2
#> 1190 1 1 1 1 0.54 -0.272068212 1
#> 1191 1 1 -1 0 0.87 -3.148387386 1
#> 1192 1 1 1 1 0.78 3.637827732 2
#> 1193 1 1 1 1 4.13 -7.717556050 1
#> 1194 1 1 -1 0 0.27 1.358980900 2
#> 1195 1 1 1 1 0.50 0.490513975 1
#> 1196 1 1 1 1 2.25 5.748121289 2
#> 1197 1 1 -1 0 0.47 4.476720874 2
#> 1198 1 1 1 1 1.86 -2.109460802 1
#> 1199 1 1 -1 0 2.97 2.485107420 2
#> 1200 1 1 -1 0 2.21 0.691880655 1
#> 1201 2 1 1 1 0.47 0.694014835 1
#> 1202 2 1 1 1 1.00 1.510907078 2
#> 1203 2 1 1 1 3.25 3.209907192 2
#> 1204 2 1 1 1 0.25 0.554368711 1
#> 1205 2 1 1 1 0.89 4.004335121 2
#> 1206 2 1 -1 0 0.86 3.394885294 2
#> 1207 2 1 1 1 0.93 2.393675439 2
#> 1208 2 1 1 1 0.90 7.026550074 2
#> 1209 2 1 1 1 1.73 -3.824538297 1
#> 1210 2 1 1 1 0.33 4.267692403 2
#> 1211 2 1 1 1 1.21 6.101056976 2
#> 1212 2 1 1 1 1.62 6.629873739 2
#> 1213 2 1 1 1 1.74 4.068505598 2
#> 1214 2 1 1 1 1.37 6.063971165 2
#> 1215 2 1 1 1 0.45 2.776866056 2
#> 1216 2 1 1 1 1.82 7.556938029 2
#> 1217 2 1 1 1 0.96 4.234894210 2
#> 1218 2 1 -1 0 4.48 2.165082224 2
#> 1219 2 1 1 1 2.86 10.971759593 2
#> 1220 2 1 1 1 0.88 9.223736759 2
#> 1221 2 1 1 1 0.59 -1.564000268 1
#> 1222 2 1 1 1 1.03 5.675157348 2
#> 1223 2 1 1 1 0.81 6.841936945 2
#> 1224 2 1 1 1 0.45 4.539633717 2
#> 1225 2 1 1 1 0.66 4.783372293 2
#> 1226 2 1 1 1 0.96 3.221466505 2
#> 1227 2 1 1 1 2.04 5.631422606 2
#> 1228 2 1 1 1 0.39 6.073926129 2
#> 1229 2 1 1 1 0.85 2.267673546 2
#> 1230 2 1 1 1 0.46 2.531078284 2
#> 1231 2 1 1 1 0.50 5.380469772 2
#> 1232 2 1 1 1 0.75 -1.458426105 1
#> 1233 2 1 -1 0 2.09 4.693028908 2
#> 1234 2 1 1 1 0.42 2.477034344 2
#> 1235 2 1 1 1 1.15 6.547719509 2
#> 1236 2 1 1 1 2.84 7.340568758 2
#> 1237 2 1 1 1 0.75 7.988687678 2
#> 1238 2 1 1 1 0.54 3.713242376 2
#> 1239 2 1 1 1 0.77 0.755418470 1
#> 1240 2 1 -1 0 3.12 0.058039684 1
#> 1241 2 1 1 1 0.34 -1.586576832 1
#> 1242 2 1 -1 0 1.33 3.463248483 2
#> 1243 2 1 1 1 0.70 2.078865012 2
#> 1244 2 1 1 1 0.48 -0.642919903 1
#> 1245 2 1 1 1 0.31 2.027394123 2
#> 1246 2 1 -1 0 3.45 5.818407659 2
#> 1247 2 1 1 1 0.80 0.693484642 1
#> 1248 2 1 1 1 0.35 1.307605484 2
#> 1249 2 1 1 1 1.82 6.288273055 2
#> 1250 2 1 1 1 2.69 1.924864743 2
#> 1251 2 1 1 1 0.51 2.291160193 2
#> 1252 2 1 1 1 0.32 4.435767547 2
#> 1253 2 1 1 1 0.57 1.792984502 2
#> 1254 2 1 1 1 0.53 4.838165544 2
#> 1255 2 1 1 1 0.87 5.981516184 2
#> 1256 2 1 1 1 3.00 7.623397467 2
#> 1257 2 1 1 1 0.50 3.852683012 2
#> 1258 2 1 1 1 0.41 2.326496565 2
#> 1259 2 1 -1 0 1.13 8.401138923 2
#> 1260 2 1 -1 0 1.26 -3.379765017 1
#> 1261 2 1 1 1 0.90 3.065502400 2
#> 1262 2 1 -1 0 1.25 6.726575338 2
#> 1263 2 1 1 1 0.82 3.820242689 2
#> 1264 2 1 -1 0 0.58 -1.061687940 1
#> 1265 2 1 1 1 0.43 5.218643673 2
#> 1266 2 1 1 1 4.68 11.496605375 2
#> 1267 2 1 1 1 0.69 1.040427831 2
#> 1268 2 1 1 1 2.31 3.259082737 2
#> 1269 2 1 -1 0 7.57 9.740939552 2
#> 1270 2 1 1 1 0.41 5.496733132 2
#> 1271 2 1 1 1 0.50 6.152850520 2
#> 1272 2 1 1 1 0.26 2.084291892 2
#> 1273 2 1 1 1 0.94 4.581420270 2
#> 1274 2 1 1 1 1.35 5.064779448 2
#> 1275 2 1 1 1 0.89 -2.614330070 1
#> 1276 2 1 1 1 0.98 2.078099251 2
#> 1277 2 1 1 1 0.56 2.866979600 2
#> 1278 2 1 1 1 1.28 9.775626457 2
#> 1279 2 1 1 1 0.45 1.727821784 2
#> 1280 2 1 1 1 0.63 5.190211163 2
#> 1281 2 1 1 1 0.57 7.889267306 2
#> 1282 2 1 -1 0 3.10 3.242279546 2
#> 1283 2 1 1 1 0.96 3.493119899 2
#> 1284 2 1 1 1 0.26 -0.589562096 1
#> 1285 2 1 1 1 0.65 4.450425027 2
#> 1286 2 1 1 1 0.46 2.663350666 2
#> 1287 2 1 1 1 0.83 2.377473629 2
#> 1288 2 1 1 1 0.84 8.292701316 2
#> 1289 2 1 1 1 0.46 1.985576303 2
#> 1290 2 1 1 1 0.79 6.329416727 2
#> 1291 2 1 1 1 0.39 5.807206105 2
#> 1292 2 1 1 1 0.58 -3.574926282 1
#> 1293 2 1 1 1 0.59 -0.208545111 1
#> 1294 2 1 -1 0 0.40 3.338327943 2
#> 1295 2 1 1 1 0.46 2.038750627 2
#> 1296 2 1 -1 0 0.54 1.693220198 2
#> 1297 2 1 1 1 0.43 1.646219238 2
#> 1298 2 1 1 1 0.94 3.393416316 2
#> 1299 2 1 1 1 0.54 3.621910441 2
#> 1300 2 1 1 1 2.72 8.775130109 2
#> 1301 2 1 1 1 0.96 1.909429324 2
#> 1302 2 1 1 1 1.64 4.047458655 2
#> 1303 2 1 -1 0 4.71 0.970483197 2
#> 1304 2 1 1 1 3.06 0.750525537 1
#> 1305 2 1 -1 0 1.53 5.662526939 2
#> 1306 2 1 -1 0 0.48 4.367822197 2
#> 1307 2 1 1 1 0.58 2.965412537 2
#> 1308 2 1 1 1 0.46 3.717191584 2
#> 1309 2 1 1 1 1.00 6.158303165 2
#> 1310 2 1 1 1 0.72 2.758672773 2
#> 1311 2 1 1 1 2.17 8.946069527 2
#> 1312 2 1 1 1 1.41 -1.114322938 1
#> 1313 2 1 1 1 0.66 2.627202574 2
#> 1314 2 1 1 1 0.40 2.617721104 2
#> 1315 2 1 1 1 0.32 4.689800629 2
#> 1316 2 1 1 1 0.60 5.748182781 2
#> 1317 2 1 1 1 0.83 5.474820135 2
#> 1318 2 1 1 1 1.41 -3.128257028 1
#> 1319 2 1 1 1 1.14 4.911008743 2
#> 1320 2 1 1 1 1.56 2.620825007 2
#> 1321 2 1 1 1 0.82 -0.069217169 1
#> 1322 2 1 -1 0 0.57 4.127351897 2
#> 1323 2 1 1 1 0.96 1.066624972 2
#> 1324 2 1 -1 0 4.18 15.640446975 2
#> 1325 2 1 1 1 0.32 1.571362913 2
#> 1326 2 1 1 1 1.54 5.594656394 2
#> 1327 2 1 1 1 1.01 4.323438792 2
#> 1328 2 1 1 1 0.61 0.362760184 1
#> 1329 2 1 1 1 0.50 3.378840606 2
#> 1330 2 1 1 1 1.45 5.732312582 2
#> 1331 2 1 1 1 3.07 5.311658213 2
#> 1332 2 1 1 1 0.31 6.111051069 2
#> 1333 2 1 1 1 1.11 3.689755503 2
#> 1334 2 1 -1 0 2.01 3.373269760 2
#> 1335 2 1 1 1 0.28 -2.464722893 1
#> 1336 2 1 1 1 0.58 5.374638048 2
#> 1337 2 1 1 1 0.74 3.808231383 2
#> 1338 2 1 1 1 0.34 5.587295184 2
#> 1339 2 1 1 1 0.78 5.529156071 2
#> 1340 2 1 1 1 0.39 4.078695262 2
#> 1341 2 1 1 1 2.08 1.721651559 2
#> 1342 2 1 1 1 1.26 -0.689042911 1
#> 1343 2 1 1 1 0.89 1.328525946 2
#> 1344 2 1 1 1 0.58 4.728550690 2
#> 1345 2 1 1 1 0.55 2.352871787 2
#> 1346 2 1 -1 0 2.60 5.201143478 2
#> 1347 2 1 1 1 1.90 10.346330946 2
#> 1348 2 1 1 1 0.39 4.661265963 2
#> 1349 2 1 1 1 0.67 -0.036884966 1
#> 1350 2 1 1 1 0.39 0.066042940 1
#> 1351 2 1 -1 0 1.40 2.072296190 2
#> 1352 2 1 1 1 0.63 -0.313119617 1
#> 1353 2 1 1 1 1.20 11.056641485 2
#> 1354 2 1 1 1 0.81 0.403166604 1
#> 1355 2 1 1 1 0.23 0.814529887 2
#> 1356 2 1 -1 0 0.52 4.388121556 2
#> 1357 2 1 1 1 1.83 3.410317617 2
#> 1358 2 1 1 1 0.48 5.196691268 2
#> 1359 2 1 1 1 0.21 3.930158386 2
#> 1360 2 1 1 1 0.57 1.576029204 2
#> 1361 2 1 1 1 2.08 4.389087793 2
#> 1362 2 1 1 1 2.31 7.566423629 2
#> 1363 2 1 -1 0 2.52 4.486939669 2
#> 1364 2 1 1 1 0.71 -0.362793829 1
#> 1365 2 1 1 1 0.98 2.603108269 2
#> 1366 2 1 1 1 1.23 7.981272254 2
#> 1367 2 1 1 1 0.88 7.004184938 2
#> 1368 2 1 1 1 0.88 2.695164609 2
#> 1369 2 1 1 1 1.18 4.240407884 2
#> 1370 2 1 1 1 0.43 3.731173220 2
#> 1371 2 1 1 1 0.56 3.898696740 2
#> 1372 2 1 -1 0 0.47 0.830675457 2
#> 1373 2 1 1 1 2.01 7.785639488 2
#> 1374 2 1 -1 0 3.61 3.417681222 2
#> 1375 2 1 1 1 0.49 3.772225144 2
#> 1376 2 1 1 1 0.50 2.318510666 2
#> 1377 2 1 1 1 0.99 1.077327622 2
#> 1378 2 1 1 1 1.05 -0.619795259 1
#> 1379 2 1 1 1 0.36 3.382484818 2
#> 1380 2 1 1 1 2.34 4.644197045 2
#> 1381 2 1 -1 0 0.35 2.816720005 2
#> 1382 2 1 1 1 1.21 5.825217286 2
#> 1383 2 1 1 1 0.77 7.774648797 2
#> 1384 2 1 1 1 1.10 0.088133757 1
#> 1385 2 1 1 1 0.37 3.147764102 2
#> 1386 2 1 1 1 0.41 4.581367986 2
#> 1387 2 1 1 1 0.25 1.193022966 2
#> 1388 2 1 -1 0 1.05 2.054641812 2
#> 1389 2 1 1 1 0.40 2.271686525 2
#> 1390 2 1 1 1 0.50 4.522886217 2
#> 1391 2 1 1 1 3.75 10.489375863 2
#> 1392 2 1 1 1 0.50 5.119662009 2
#> 1393 2 1 -1 0 1.93 2.283787056 2
#> 1394 2 1 -1 0 2.96 8.390483876 2
#> 1395 2 1 1 1 1.57 -0.328259622 1
#> 1396 2 1 1 1 0.35 -0.124265845 1
#> 1397 2 1 1 1 0.92 1.993969860 2
#> 1398 2 1 1 1 0.76 6.463056007 2
#> 1399 2 1 1 1 0.43 3.160104662 2
#> 1400 2 1 1 1 0.50 2.396320332 2
#> 1401 2 1 1 1 0.46 3.957655993 2
#> 1402 2 1 1 1 1.90 13.236582766 2
#> 1403 2 1 1 1 2.50 12.383466751 2
#> 1404 2 1 1 1 0.32 5.771687854 2
#> 1405 2 1 1 1 0.30 2.454562024 2
#> 1406 2 1 1 1 0.71 1.815776540 2
#> 1407 2 1 1 1 1.31 8.043564668 2
#> 1408 2 1 1 1 0.77 -0.830109758 1
#> 1409 2 1 1 1 3.97 3.676886759 2
#> 1410 2 1 1 1 0.75 1.243512987 2
#> 1411 2 1 1 1 1.49 -2.001597756 1
#> 1412 2 1 1 1 1.92 -4.108009627 1
#> 1413 2 1 1 1 0.44 2.667434196 2
#> 1414 2 1 1 1 0.51 2.374947517 2
#> 1415 2 1 1 1 0.82 3.640299369 2
#> 1416 2 1 1 1 0.33 1.311709579 2
#> 1417 2 1 1 1 0.52 4.949338291 2
#> 1418 2 1 1 1 0.31 6.448651958 2
#> 1419 2 1 -1 0 0.84 0.411736552 1
#> 1420 2 1 1 1 0.63 3.874443477 2
#> 1421 2 1 1 1 0.34 7.260391248 2
#> 1422 2 1 1 1 0.76 -1.305158318 1
#> 1423 2 1 1 1 1.25 2.947694192 2
#> 1424 2 1 1 1 0.86 -0.752202440 1
#> 1425 2 1 1 1 0.86 5.660655210 2
#> 1426 2 1 1 1 0.53 -0.009175129 1
#> 1427 2 1 1 1 1.11 9.369453943 2
#> 1428 2 1 1 1 0.56 1.492369207 2
#> 1429 2 1 1 1 0.65 3.933071344 2
#> 1430 2 1 1 1 0.99 4.407376437 2
#> 1431 2 1 -1 0 2.85 15.785675169 2
#> 1432 2 1 1 1 0.45 2.235817316 2
#> 1433 2 1 -1 0 0.62 0.190746458 1
#> 1434 2 1 1 1 1.82 7.948706270 2
#> 1435 2 1 -1 0 1.78 -1.222644947 1
#> 1436 2 1 -1 0 0.59 6.453787139 2
#> 1437 2 1 -1 0 0.72 1.643924479 2
#> 1438 2 1 1 1 0.54 2.399285444 2
#> 1439 2 1 1 1 0.91 3.821520035 2
#> 1440 2 1 1 1 0.94 4.179064091 2
#> 1441 2 1 1 1 1.66 1.979243707 2
#> 1442 2 1 -1 0 0.80 -0.299180988 1
#> 1443 2 1 -1 0 2.89 -0.002958718 1
#> 1444 2 1 1 1 0.59 6.578945347 2
#> 1445 2 1 1 1 1.53 8.366883544 2
#> 1446 2 1 1 1 2.53 2.712645288 2
#> 1447 2 1 1 1 1.34 9.852539200 2
#> 1448 2 1 1 1 0.76 6.753967122 2
#> 1449 2 1 -1 0 1.34 5.036142872 2
#> 1450 2 1 1 1 0.81 7.640076313 2
#> 1451 2 1 1 1 0.77 0.546323031 1
#> 1452 2 1 1 1 1.26 4.121826571 2
#> 1453 2 1 1 1 0.86 3.251863602 2
#> 1454 2 1 1 1 1.13 8.823154481 2
#> 1455 2 1 1 1 0.46 -0.200345444 1
#> 1456 2 1 -1 0 1.96 10.741293846 2
#> 1457 2 1 1 1 0.44 6.719773062 2
#> 1458 2 1 1 1 0.36 5.682639074 2
#> 1459 2 1 1 1 0.87 4.749788850 2
#> 1460 2 1 -1 0 1.76 2.736075935 2
#> 1461 2 1 1 1 1.98 8.040073341 2
#> 1462 2 1 1 1 0.69 2.227829080 2
#> 1463 2 1 1 1 0.90 -0.728330446 1
#> 1464 2 1 1 1 0.53 3.496163104 2
#> 1465 2 1 1 1 1.15 5.567038047 2
#> 1466 2 1 -1 0 0.46 3.574057964 2
#> 1467 2 1 1 1 0.45 2.815974873 2
#> 1468 2 1 1 1 0.53 7.931085568 2
#> 1469 2 1 -1 0 0.27 3.787765162 2
#> 1470 2 1 1 1 0.74 6.255514380 2
#> 1471 2 1 1 1 0.37 1.107486140 2
#> 1472 2 1 1 1 0.99 0.834157359 2
#> 1473 2 1 1 1 0.43 1.990902555 2
#> 1474 2 1 1 1 0.60 5.840473299 2
#> 1475 2 1 1 1 2.08 7.385722106 2
#> 1476 2 1 1 1 0.67 -4.603895916 1
#> 1477 2 1 1 1 1.41 9.985330327 2
#> 1478 2 1 -1 0 0.90 -0.668140113 1
#> 1479 2 1 1 1 1.20 3.547927887 2
#> 1480 2 1 1 1 1.55 3.897811914 2
#> 1481 2 1 1 1 0.97 1.816416694 2
#> 1482 2 1 1 1 0.87 -0.289868884 1
#> 1483 2 1 1 1 0.29 1.660206651 2
#> 1484 2 1 1 1 4.18 8.712306864 2
#> 1485 2 1 1 1 0.66 6.238978318 2
#> 1486 2 1 1 1 0.37 2.180062053 2
#> 1487 2 1 1 1 0.48 4.309552266 2
#> 1488 2 1 1 1 0.87 1.973541137 2
#> 1489 2 1 1 1 0.99 3.133213139 2
#> 1490 2 1 -1 0 1.26 4.038906738 2
#> 1491 2 1 1 1 0.53 0.195178553 1
#> 1492 2 1 -1 0 0.57 6.466971273 2
#> 1493 2 1 1 1 0.35 7.404364689 2
#> 1494 2 1 1 1 0.30 2.536622069 2
#> 1495 2 1 1 1 0.38 3.965185915 2
#> 1496 2 1 1 1 0.39 7.231750156 2
#> 1497 2 1 1 1 0.76 3.066922094 2
#> 1498 2 1 1 1 1.45 0.835234045 2
#> 1499 2 1 1 1 0.64 4.330964223 2
#> 1500 2 1 1 1 0.28 4.785185834 2
#> 1501 2 1 1 1 0.70 5.292597916 2
#> 1502 2 1 1 1 0.48 2.719806612 2
#> 1503 2 1 1 1 0.87 -0.387365750 1
#> 1504 2 1 -1 0 1.33 3.339951682 2
#> 1505 2 1 1 1 0.54 4.271848493 2
#> 1506 2 1 1 1 0.25 2.465705515 2
#> 1507 2 1 1 1 0.64 3.912100928 2
#> 1508 2 1 1 1 0.91 3.285938722 2
#> 1509 2 1 1 1 0.64 4.640779129 2
#> 1510 2 1 1 1 0.79 5.544141952 2
#> 1511 2 1 1 1 0.64 3.455087495 2
#> 1512 2 1 1 1 0.54 -0.316064106 1
#> 1513 2 1 1 1 0.50 3.016843809 2
#> 1514 2 1 1 1 0.49 2.719344654 2
#> 1515 2 1 1 1 0.80 3.501955583 2
#> 1516 2 1 1 1 2.21 11.742629095 2
#> 1517 2 1 1 1 0.59 8.322417989 2
#> 1518 2 1 1 1 0.86 2.758611573 2
#> 1519 2 1 1 1 0.41 1.857965659 2
#> 1520 2 1 -1 0 0.81 3.886940305 2
#> 1521 2 1 1 1 1.81 4.283155265 2
#> 1522 2 1 1 1 4.34 13.706144678 2
#> 1523 2 1 1 1 1.57 0.644397350 1
#> 1524 2 1 1 1 0.57 4.643905425 2
#> 1525 2 1 1 1 0.29 5.852332101 2
#> 1526 2 1 1 1 1.13 4.866940539 2
#> 1527 2 1 1 1 1.43 0.049894859 1
#> 1528 2 1 1 1 0.25 3.700245978 2
#> 1529 2 1 -1 0 1.64 2.853199138 2
#> 1530 2 1 1 1 0.70 3.408071858 2
#> 1531 2 1 1 1 0.49 4.141029604 2
#> 1532 2 1 1 1 2.17 3.012557309 2
#> 1533 2 1 -1 0 2.16 -0.617994738 1
#> 1534 2 1 -1 0 2.03 7.291792320 2
#> 1535 2 1 1 1 0.98 -0.112955423 1
#> 1536 2 1 1 1 0.31 6.669707833 2
#> 1537 2 1 1 1 1.82 0.286347176 1
#> 1538 2 1 1 1 2.21 0.208529890 1
#> 1539 2 1 1 1 1.15 5.461096794 2
#> 1540 2 1 1 1 6.96 3.630920823 2
#> 1541 2 1 -1 0 2.75 0.609170880 1
#> 1542 2 1 1 1 0.35 5.360632876 2
#> 1543 2 1 1 1 1.03 9.443970420 2
#> 1544 2 1 1 1 0.46 0.660089541 1
#> 1545 2 1 1 1 0.82 4.937573041 2
#> 1546 2 1 1 1 1.52 0.485065116 1
#> 1547 2 1 1 1 0.85 3.892879420 2
#> 1548 2 1 1 1 1.26 5.225951724 2
#> 1549 2 1 1 1 0.94 6.009894293 2
#> 1550 2 1 -1 0 0.96 8.663280714 2
#> 1551 2 1 1 1 0.25 4.249485788 2
#> 1552 2 1 1 1 0.40 5.734931517 2
#> 1553 2 1 1 1 0.70 6.685951836 2
#> 1554 2 1 1 1 0.53 0.615463425 1
#> 1555 2 1 1 1 1.12 6.029037127 2
#> 1556 2 1 -1 0 2.92 6.769308286 2
#> 1557 2 1 -1 0 1.91 4.824825457 2
#> 1558 2 1 1 1 0.86 2.044291662 2
#> 1559 2 1 1 1 1.80 7.350998495 2
#> 1560 2 1 -1 0 3.05 -0.871680900 1
#> 1561 2 1 1 1 1.05 6.678315776 2
#> 1562 2 1 1 1 1.59 8.847140036 2
#> 1563 2 1 1 1 1.43 -0.200342314 1
#> 1564 2 1 1 1 1.11 4.419848917 2
#> 1565 2 1 1 1 0.93 5.878493934 2
#> 1566 2 1 1 1 1.57 9.875399984 2
#> 1567 2 1 1 1 0.89 2.075748987 2
#> 1568 2 1 1 1 1.55 -2.957834404 1
#> 1569 2 1 1 1 2.02 4.186061541 2
#> 1570 2 1 1 1 0.81 -0.758309507 1
#> 1571 2 1 1 1 1.58 3.109944305 2
#> 1572 2 1 -1 0 0.42 4.362856919 2
#> 1573 2 1 1 1 1.23 6.523773897 2
#> 1574 2 1 1 1 0.97 1.598247659 2
#> 1575 2 1 1 1 1.64 1.984059938 2
#> 1576 2 1 1 1 0.44 4.148881618 2
#> 1577 2 1 1 1 0.87 4.705320830 2
#> 1578 2 1 1 1 2.14 13.799078175 2
#> 1579 2 1 1 1 0.69 4.239271102 2
#> 1580 2 1 1 1 0.36 -0.770633954 1
#> 1581 2 1 1 1 1.58 3.297193449 2
#> 1582 2 1 1 1 0.92 4.302007309 2
#> 1583 2 1 1 1 1.33 7.691291021 2
#> 1584 2 1 1 1 0.79 7.268707943 2
#> 1585 2 1 -1 0 3.75 17.331457167 2
#> 1586 2 1 1 1 0.96 6.993232268 2
#> 1587 2 1 1 1 1.26 -0.065809989 1
#> 1588 2 1 1 1 0.56 -0.955923361 1
#> 1589 2 1 1 1 0.65 -0.774480232 1
#> 1590 2 1 -1 0 0.61 4.991103178 2
#> 1591 2 1 1 1 0.53 9.217204459 2
#> 1592 2 1 1 1 0.39 1.923343797 2
#> 1593 2 1 1 1 0.90 -1.934655374 1
#> 1594 2 1 1 1 0.40 8.432948285 2
#> 1595 2 1 1 1 0.96 1.318076818 2
#> 1596 2 1 1 1 0.71 2.595440620 2
#> 1597 2 1 1 1 0.64 5.303456963 2
#> 1598 2 1 1 1 0.91 4.005728806 2
#> 1599 2 1 1 1 0.40 7.096206905 2
#> 1600 2 1 1 1 0.80 10.279149913 2
#>
#> $gamma
#> $gamma$condition
#> # A tibble: 2 × 2
#> correct Gamma
#> <dbl> <dbl>
#> 1 0 0.634
#> 2 1 0.728
#>
#> $gamma$rt
#> # A tibble: 2 × 2
#> correct Gamma
#> <dbl> <dbl>
#> 1 0 0.0759
#> 2 1 -0.0235
#>
#> $gamma$correct
#> # A tibble: 2 × 2
#> condition Gamma
#> <int> <dbl>
#> 1 1 -0.0777
#> 2 2 0.0995
#>
#> $gamma$rt_bycondition
#> # A tibble: 2 × 2
#> condition Gamma
#> <int> <dbl>
#> 1 1 0.0318
#> 2 2 0.0588
#>
#> $gamma$rt_byconditionbycorrect
#> # A tibble: 4 × 3
#> condition correct Gamma
#> <int> <dbl> <dbl>
#> 1 1 0 0.0329
#> 2 1 1 0.0329
#> 3 2 0 0.0723
#> 4 2 1 0.0751
#>
#>
# }