[R-sig-ME] level 1 variance-covariance structure
Sebastián Daza
sebastian.daza at gmail.com
Tue Apr 12 22:49:19 CEST 2011
Thank you Andrew,
But it doesn't work, I get the same error:
m3a <- lme(attit ~ 1 + age13 , data=data, random= ~ age13 | id,
correlation = corAR1(, form = ~ ind | id),
control=list(msMaxEval=10000, maxIter=10000, msMaxIter=10000,
niterEM=10000))
Error in lme.formula(attit ~ 1 + age13, data = data, random = ~age13 | :
nlminb problem, convergence error code = 1
message = singular convergence (7)
On 4/12/2011 2:05 PM, Andrew Robinson wrote:
> Hi Sebastian,
>
> two things to think about here ... first, the error reported below
> refers to the function evaluation limit. You need to increase that as
> well as the number if iterations. The relevant argument for control
> is msMaxEval. Second, I've had models converge after 5000
> iterations.
>
> Best wishes
>
> Andrew
>
> On Tue, Apr 12, 2011 at 08:42:34AM -0500, Sebastián Daza wrote:
>> Thank you for your reply Thierry...
>> Increasing the number of iterations doesn't work:
>>
>> m3a<- lme(attit ~ 1 + age13 , data=data, random= ~ age13 | id,
>> correlation = corAR1(, form = ~ ind | id), control=list(maxIter=1000,
>> msMaxIter=1000, niterEM=1000))
>>
>> Error in lme.formula(attit ~ 1 + age13, data = data, random = ~age13 | :
>> nlminb problem, convergence error code = 1
>> message = function evaluation limit reached without convergence (9)
>>
>> I have attached my database. I don't know if it is a problem of my model
>> or a limitation of lme function.
>>
>> The best!
>> Sebastian.
>>
>> On 4/12/2011 6:25 AM, ONKELINX, Thierry wrote:
>>> Dear Sebastian,
>>>
>>> You don't need to create dummy variables your selve.
>>>
>>> You can write m2a<- lme(attit ~ 1 + age13 , data=data, random= ~ 0 +
>>> ind1+ ind2+ ind3+ ind4+ ind5 | id, method="REML") as
>>>
>>> m2a<- lme(attit ~ 1 + age13 , data=data, random= ~ 0 + factor(ind) | id,
>>> method="REML")
>>>
>>> Or if ind is an indicator for age13:
>>>
>>> m2a<- lme(attit ~ 1 + age13 , data=data, random= ~ 0 + factor(age13) |
>>> id, method="REML")
>>>
>>> Have a look at lmeControl() to increase the number of iterations.
>>>
>>> Best regards,
>>>
>>> Thierry
>>>
>>> ----------------------------------------------------------------------------
>>> ir. Thierry Onkelinx
>>> Instituut voor natuur- en bosonderzoek
>>> team Biometrie& Kwaliteitszorg
>>> Gaverstraat 4
>>> 9500 Geraardsbergen
>>> Belgium
>>>
>>> Research Institute for Nature and Forest
>>> team Biometrics& Quality Assurance
>>> Gaverstraat 4
>>> 9500 Geraardsbergen
>>> Belgium
>>>
>>> tel. + 32 54/436 185
>>> Thierry.Onkelinx at inbo.be
>>> www.inbo.be
>>>
>>> To call in the statistician after the experiment is done may be no more
>>> than asking him to perform a post-mortem examination: he may be able to
>>> say what the experiment died of.
>>> ~ Sir Ronald Aylmer Fisher
>>>
>>> The plural of anecdote is not data.
>>> ~ Roger Brinner
>>>
>>> The combination of some data and an aching desire for an answer does not
>>> ensure that a reasonable answer can be extracted from a given body of data.
>>> ~ John Tukey
>>>
>>>
>>>> -----Oorspronkelijk bericht-----
>>>> Van: r-sig-mixed-models-bounces at r-project.org
>>>> [mailto:r-sig-mixed-models-bounces at r-project.org] Namens
>>>> Sebastián Daza
>>>> Verzonden: maandag 11 april 2011 18:44
>>>> Aan: R-SIG-Mixed-Models at r-project.org
>>>> Onderwerp: [R-sig-ME] level 1 variance-covariance structure
>>>>
>>>> Hi everyone,
>>>> I am trying to reproduce some results models from HLM (HMLM)
>>>> to contrast different specifications of level 1
>>>> variance-covariance, but I get convergence errors. I would
>>>> like to know if there are any problems with my model specification...
>>>>
>>>>
>>>> # database structure
>>>>
>>>> head(data[,c(1,2,6, 9:13,17)])
>>>> id attit age13 ind1 ind2 ind3 ind4 ind5 ind
>>>> 1 3 0.11 -2 1 0 0 0 0 1
>>>> 2 3 0.20 -1 0 1 0 0 0 2
>>>> 3 3 0.00 0 0 0 1 0 0 3
>>>> 4 3 0.00 1 0 0 0 1 0 4
>>>> 5 3 0.11 2 0 0 0 0 1 5
>>>> 6 8 0.29 -2 1 0 0 0 0 1
>>>>
>>>> # attit is a deviant measure and ind variables indicate
>>>> different waves # following some examples of snijders and
>>>> bosker's book, I get the unrestricted model:
>>>>
>>>> > m2a<- lme(attit ~ 1 + age13 , data=data, random= ~ 0 +
>>>> ind1+ ind2+
>>>> ind3+ ind4+ ind5 | id, method="REML")
>>>>
>>>> > summary(m2a)
>>>> Linear mixed-effects model fit by REML
>>>> Data: data
>>>> AIC BIC logLik
>>>> -326.2096 -236.5348 181.1048
>>>>
>>>> Random effects:
>>>> Formula: ~0 + ind1 + ind2 + ind3 + ind4 + ind5 | id
>>>> Structure: General positive-definite, Log-Cholesky parametrization
>>>> StdDev Corr
>>>> ind1 0.17219431 ind1 ind2 ind3 ind4
>>>> ind2 0.19789253 0.493
>>>> ind3 0.25942942 0.425 0.544
>>>> ind4 0.28354459 0.442 0.442 0.723
>>>> ind5 0.29097082 0.498 0.474 0.639 0.808
>>>> Residual 0.07457025
>>>>
>>>> Fixed effects: attit ~ 1 + age13
>>>> Value Std.Error DF t-value p-value
>>>> (Intercept) 0.3210558 0.012832840 839 25.01829 0
>>>> age13 0.0593529 0.004716984 839 12.58282 0
>>>> Correlation:
>>>> (Intr)
>>>> age13 0.504
>>>>
>>>> Standardized Within-Group Residuals:
>>>> Min Q1 Med Q3 Max
>>>> -1.46371871 -0.27170442 -0.04080686 0.26239553 1.69883910
>>>>
>>>> Number of Observations: 1079
>>>> Number of Groups: 239
>>>>
>>>> # variance-covariance matrix
>>>>
>>>> > extract.lme.cov2(m2a,data)$V[[6]]
>>>> 25 26 27 28 29
>>>> 25 0.03521160 0.01681647 0.01899029 0.02159300 0.02494013
>>>> 26 0.01681647 0.04472218 0.02793174 0.02481343 0.02727012
>>>> 27 0.01899029 0.02793174 0.07286434 0.05318967 0.04823107
>>>> 28 0.02159300 0.02481343 0.05318967 0.08595826 0.06667139
>>>> 29 0.02494013 0.02727012 0.04823107 0.06667139 0.09022474
>>>>
>>>> # I get the same results than unrestricted model in HLM
>>>>
>>>> # When I try to get the same unrestricted model using "corStruc"
>>>> commands in lme, I get a convergence problem. Am I
>>>> reproducing the model m2a?
>>>>
>>>> > m2b<- lme(attit ~ 1 + age13 , data=data, random= ~ age13
>>>> | id, correlation = corSymm(, form = ~ ind | id)) Error in
>>>> lme.formula(attit ~ 1 + age13, data = data, random = ~age13 | :
>>>> nlminb problem, convergence error code = 1
>>>> message = iteration limit reached without convergence (9)
>>>>
>>>> # When I try to get an autoregressive model, I get again a
>>>> convergence problem.
>>>>
>>>> > m3a<- lme(attit ~ 1 + age13 , data=data, random= ~ age13
>>>> | id, correlation = corAR1(, form = ~ ind | id)) Error in
>>>> lme.formula(attit ~ 1 + age13, data = data, random = ~age13 | :
>>>> nlminb problem, convergence error code = 1
>>>> message = iteration limit reached without convergence (9)
>>>>
>>>> Does anyone know how I can solve this?
>>>> Thank you in advance.
>>>>
>>>> --
>>>> Sebastián Daza
>>>> sebastian.daza at gmail.com
>>>>
>>>> _______________________________________________
>>>> R-sig-mixed-models at r-project.org mailing list
>>>> https://stat.ethz.ch/mailman/listinfo/r-sig-mixed-models
>>>>
>>
>> --
>> Sebastián Daza
>> sebastian.daza at gmail.com
>
>> "id","attit","expo","age","age11","age13","age11s","age13s","ind1","ind2","ind3","ind4","ind5","female","minority","income","ind"
>> 3,0.11,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 3,0.2,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 3,0,-0.37,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 3,0,-0.27,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 3,0.11,-0.17,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 8,0.29,0.42,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 8,0.29,0.2,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 8,0.11,0.42,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 8,0.51,0.2,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 8,0.69,0.2,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 9,0.8,0.47,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 9,0.58,0.52,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 9,0.64,0.2,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 9,0.75,0.47,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 9,0.98,0.47,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 15,0.44,0.07,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 15,0.44,0.32,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 15,0.89,0.47,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 15,0.75,0.26,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 15,0.8,0.47,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 33,0.2,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 33,0.64,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 33,0.69,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 33,0.11,0.07,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 45,0.11,0.26,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 45,0.37,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 45,0.37,0.14,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 45,0.37,0.14,14,3,1,9,1,0,0,0,1,0,1,0,4,4
>> 45,0.69,0.32,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 52,0.29,-0.17,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 52,0.2,-0.01,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 52,0.44,-0.01,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 52,0.44,-0.17,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 77,0.11,-0.27,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 77,0.2,-0.09,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 77,0.64,-0.09,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 77,0.58,0.2,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 77,0.8,0.26,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 79,0.2,0.2,11,0,-2,0,4,1,0,0,0,0,1,0,6,1
>> 79,0.51,0.26,12,1,-1,1,1,0,1,0,0,0,1,0,6,2
>> 79,0.51,0.61,13,2,0,4,0,0,0,1,0,0,1,0,6,3
>> 79,0.69,0.96,14,3,1,9,1,0,0,0,1,0,1,0,6,4
>> 79,0.94,0.98,15,4,2,16,4,0,0,0,0,1,1,0,6,5
>> 83,0,0.86,11,0,-2,0,4,1,0,0,0,0,0,1,3,1
>> 83,0.2,-0.27,12,1,-1,1,1,0,1,0,0,0,0,1,3,2
>> 83,0.58,0.65,13,2,0,4,0,0,0,1,0,0,0,1,3,3
>> 83,0.37,-0.09,14,3,1,9,1,0,0,0,1,0,0,1,3,4
>> 93,0,-0.09,11,0,-2,0,4,1,0,0,0,0,1,0,5,1
>> 93,0,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,5,2
>> 93,0,-0.17,13,2,0,4,0,0,0,1,0,0,1,0,5,3
>> 93,0.2,0.07,14,3,1,9,1,0,0,0,1,0,1,0,5,4
>> 93,0.2,-0.09,15,4,2,16,4,0,0,0,0,1,1,0,5,5
>> 96,0.2,-0.09,11,0,-2,0,4,1,0,0,0,0,1,0,7,1
>> 96,0.29,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,7,2
>> 96,0.29,-0.01,13,2,0,4,0,0,0,1,0,0,1,0,7,3
>> 96,0.64,0.07,14,3,1,9,1,0,0,0,1,0,1,0,7,4
>> 96,0.51,0.14,15,4,2,16,4,0,0,0,0,1,1,0,7,5
>> 107,0.37,-0.09,11,0,-2,0,4,1,0,0,0,0,1,0,9,1
>> 107,0.51,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,9,2
>> 107,0.29,-0.37,13,2,0,4,0,0,0,1,0,0,1,0,9,3
>> 119,0.64,-0.09,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 119,0.29,-0.17,12,1,-1,1,1,0,1,0,0,0,0,0,5,2
>> 119,0.51,-0.09,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 119,0.58,0.26,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 119,0.51,0.42,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 120,0.2,0.37,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 120,0.11,-0.27,12,1,-1,1,1,0,1,0,0,0,0,0,5,2
>> 120,0.11,-0.17,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 120,0.58,-0.01,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 120,0.69,-0.09,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 127,0.2,-0.06,11,0,-2,0,4,1,0,0,0,0,0,1,2,1
>> 127,0.2,0.14,12,1,-1,1,1,0,1,0,0,0,0,1,2,2
>> 127,0.2,0.42,13,2,0,4,0,0,0,1,0,0,0,1,2,3
>> 127,0.11,-0.01,14,3,1,9,1,0,0,0,1,0,0,1,2,4
>> 127,0.51,0.07,15,4,2,16,4,0,0,0,0,1,0,1,2,5
>> 138,0,0.47,11,0,-2,0,4,1,0,0,0,0,0,1,2,1
>> 138,0.29,0.2,12,1,-1,1,1,0,1,0,0,0,0,1,2,2
>> 138,0,-0.01,13,2,0,4,0,0,0,1,0,0,0,1,2,3
>> 138,0.2,0.56,14,3,1,9,1,0,0,0,1,0,0,1,2,4
>> 138,0.44,0.8,15,4,2,16,4,0,0,0,0,1,0,1,2,5
>> 141,0.11,0.2,11,0,-2,0,4,1,0,0,0,0,0,1,2,1
>> 141,0.29,0.68,12,1,-1,1,1,0,1,0,0,0,0,1,2,2
>> 141,0.69,0.42,13,2,0,4,0,0,0,1,0,0,0,1,2,3
>> 141,0.8,0.56,14,3,1,9,1,0,0,0,1,0,0,1,2,4
>> 141,0.64,0.37,15,4,2,16,4,0,0,0,0,1,0,1,2,5
>> 152,0.37,0.14,11,0,-2,0,4,1,0,0,0,0,0,0,10,1
>> 152,0.29,-0.27,12,1,-1,1,1,0,1,0,0,0,0,0,10,2
>> 152,0.29,-0.27,13,2,0,4,0,0,0,1,0,0,0,0,10,3
>> 152,0.29,-0.09,14,3,1,9,1,0,0,0,1,0,0,0,10,4
>> 152,0.29,-0.09,15,4,2,16,4,0,0,0,0,1,0,0,10,5
>> 158,0.58,-0.09,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 158,0.51,0.14,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 158,0.89,0.96,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 158,0.85,0.37,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 159,0.11,-0.17,11,0,-2,0,4,1,0,0,0,0,1,0,8,1
>> 159,0.37,0.37,12,1,-1,1,1,0,1,0,0,0,1,0,8,2
>> 159,0.11,0.2,13,2,0,4,0,0,0,1,0,0,1,0,8,3
>> 159,0.11,0.32,14,3,1,9,1,0,0,0,1,0,1,0,8,4
>> 159,0.29,0.25,15,4,2,16,4,0,0,0,0,1,1,0,8,5
>> 165,0,-0.37,11,0,-2,0,4,1,0,0,0,0,1,1,4,1
>> 165,0.11,-0.37,12,1,-1,1,1,0,1,0,0,0,1,1,4,2
>> 165,0,-0.37,13,2,0,4,0,0,0,1,0,0,1,1,4,3
>> 168,0.44,0.37,11,0,-2,0,4,1,0,0,0,0,0,1,1,1
>> 173,0.44,0.07,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 173,0.8,0.65,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 173,0.8,0.42,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 173,0.85,0.56,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 180,0.89,0.56,13,2,0,4,0,0,0,1,0,0,1,0,2,3
>> 180,1.06,0.73,14,3,1,9,1,0,0,0,1,0,1,0,2,4
>> 180,0.94,0.61,15,4,2,16,4,0,0,0,0,1,1,0,2,5
>> 181,1.13,0.56,12,1,-1,1,1,0,1,0,0,0,1,0,2,2
>> 181,0.94,0.61,13,2,0,4,0,0,0,1,0,0,1,0,2,3
>> 181,1.17,0.93,14,3,1,9,1,0,0,0,1,0,1,0,2,4
>> 181,1.2,1.04,15,4,2,16,4,0,0,0,0,1,1,0,2,5
>> 186,0,-0.27,11,0,-2,0,4,1,0,0,0,0,1,1,1,1
>> 186,0.11,0.26,12,1,-1,1,1,0,1,0,0,0,1,1,1,2
>> 186,0.37,-0.01,13,2,0,4,0,0,0,1,0,0,1,1,1,3
>> 186,0.11,-0.37,14,3,1,9,1,0,0,0,1,0,1,1,1,4
>> 186,0.51,-0.37,15,4,2,16,4,0,0,0,0,1,1,1,1,5
>> 189,0.2,0.14,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 189,0.29,-0.37,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 189,0.11,-0.37,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 189,0.44,-0.37,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 190,0.44,0.26,11,0,-2,0,4,1,0,0,0,0,0,0,1,1
>> 190,0.44,0.14,12,1,-1,1,1,0,1,0,0,0,0,0,1,2
>> 190,0.51,0.32,13,2,0,4,0,0,0,1,0,0,0,0,1,3
>> 190,0.51,-0.01,14,3,1,9,1,0,0,0,1,0,0,0,1,4
>> 190,0.51,0.2,15,4,2,16,4,0,0,0,0,1,0,0,1,5
>> 194,0,0.14,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 198,0.37,-0.09,11,0,-2,0,4,1,0,0,0,0,0,0,2,1
>> 198,0.29,-0.01,12,1,-1,1,1,0,1,0,0,0,0,0,2,2
>> 198,0.44,0.26,13,2,0,4,0,0,0,1,0,0,0,0,2,3
>> 198,0.64,0.42,14,3,1,9,1,0,0,0,1,0,0,0,2,4
>> 198,0.8,0.2,15,4,2,16,4,0,0,0,0,1,0,0,2,5
>> 199,0.29,-0.09,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 199,0.2,-0.09,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 199,0.29,0.42,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 199,0.64,-0.01,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 199,0.51,0.26,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 208,0.37,-0.27,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 208,0.37,-0.27,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 208,0,-0.27,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 208,0,-0.17,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 211,0,-0.17,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 211,0,-0.37,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 211,0,-0.37,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 211,0,-0.37,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 211,0,-0.27,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 218,0.11,-0.06,12,1,-1,1,1,0,1,0,0,0,1,0,6,2
>> 218,0.51,-0.01,13,2,0,4,0,0,0,1,0,0,1,0,6,3
>> 218,0.69,-0.01,14,3,1,9,1,0,0,0,1,0,1,0,6,4
>> 218,0.89,0.2,15,4,2,16,4,0,0,0,0,1,1,0,6,5
>> 231,0.11,-0.17,11,0,-2,0,4,1,0,0,0,0,1,0,5,1
>> 231,0,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,5,2
>> 237,0.44,-0.09,11,0,-2,0,4,1,0,0,0,0,0,0,2,1
>> 237,0.44,-0.17,12,1,-1,1,1,0,1,0,0,0,0,0,2,2
>> 237,0.29,-0.27,13,2,0,4,0,0,0,1,0,0,0,0,2,3
>> 237,0.69,-0.01,14,3,1,9,1,0,0,0,1,0,0,0,2,4
>> 237,0.75,-0.09,15,4,2,16,4,0,0,0,0,1,0,0,2,5
>> 244,0,-0.27,11,0,-2,0,4,1,0,0,0,0,1,1,2,1
>> 244,0.2,-0.27,12,1,-1,1,1,0,1,0,0,0,1,1,2,2
>> 244,0,-0.27,13,2,0,4,0,0,0,1,0,0,1,1,2,3
>> 244,0,-0.37,14,3,1,9,1,0,0,0,1,0,1,1,2,4
>> 244,0.37,-0.37,15,4,2,16,4,0,0,0,0,1,1,1,2,5
>> 246,0.8,0.26,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 246,0.58,0.2,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 246,0.29,0.14,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 249,0.11,-0.37,11,0,-2,0,4,1,0,0,0,0,0,1,4,1
>> 249,0.11,-0.09,12,1,-1,1,1,0,1,0,0,0,0,1,4,2
>> 249,0,-0.17,13,2,0,4,0,0,0,1,0,0,0,1,4,3
>> 249,0.37,-0.17,14,3,1,9,1,0,0,0,1,0,0,1,4,4
>> 249,0.75,-0.17,15,4,2,16,4,0,0,0,0,1,0,1,4,5
>> 259,0,-0.17,11,0,-2,0,4,1,0,0,0,0,0,0,6,1
>> 259,0.11,0.19,12,1,-1,1,1,0,1,0,0,0,0,0,6,2
>> 259,0.64,0.2,13,2,0,4,0,0,0,1,0,0,0,0,6,3
>> 259,0.69,0.2,14,3,1,9,1,0,0,0,1,0,0,0,6,4
>> 259,0.69,-0.01,15,4,2,16,4,0,0,0,0,1,0,0,6,5
>> 262,0.2,-0.01,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 262,0.11,-0.37,12,1,-1,1,1,0,1,0,0,0,0,0,5,2
>> 262,0.2,-0.37,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 262,0.69,-0.37,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 262,0.29,-0.37,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 266,0.37,-0.37,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 266,0,-0.09,12,1,-1,1,1,0,1,0,0,0,0,0,5,2
>> 266,0.29,-0.09,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 266,0.69,-0.01,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 266,0.75,0.14,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 268,0.37,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,6,1
>> 268,0.29,-0.09,12,1,-1,1,1,0,1,0,0,0,1,0,6,2
>> 268,0.69,-0.01,13,2,0,4,0,0,0,1,0,0,1,0,6,3
>> 268,0.58,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,6,4
>> 268,0.29,-0.01,15,4,2,16,4,0,0,0,0,1,1,0,6,5
>> 281,0.29,-0.01,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 281,0.37,0.32,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 281,0.51,0.14,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 281,0.64,-0.01,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 297,0,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 314,0.2,-0.27,11,0,-2,0,4,1,0,0,0,0,0,0,10,1
>> 314,0.2,-0.27,12,1,-1,1,1,0,1,0,0,0,0,0,10,2
>> 314,0.44,-0.27,13,2,0,4,0,0,0,1,0,0,0,0,10,3
>> 314,0.11,-0.09,14,3,1,9,1,0,0,0,1,0,0,0,10,4
>> 314,0.11,-0.17,15,4,2,16,4,0,0,0,0,1,0,0,10,5
>> 330,0.29,-0.01,11,0,-2,0,4,1,0,0,0,0,0,1,2,1
>> 330,0.37,0.2,12,1,-1,1,1,0,1,0,0,0,0,1,2,2
>> 330,0,-0.17,13,2,0,4,0,0,0,1,0,0,0,1,2,3
>> 330,0.51,0.2,15,4,2,16,4,0,0,0,0,1,0,1,2,5
>> 334,0,-0.17,12,1,-1,1,1,0,1,0,0,0,1,1,1,2
>> 334,0.11,-0.27,13,2,0,4,0,0,0,1,0,0,1,1,1,3
>> 334,0,-0.17,14,3,1,9,1,0,0,0,1,0,1,1,1,4
>> 334,0,-0.37,15,4,2,16,4,0,0,0,0,1,1,1,1,5
>> 361,0.44,0.26,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 361,0.44,-0.09,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 361,0.8,0.69,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 362,0.11,-0.09,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 362,0.37,-0.09,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 362,0,-0.17,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 362,0,-0.27,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 362,0,-0.37,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 363,0,-0.17,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 363,0.11,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 363,0,0.07,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 363,0.11,-0.01,14,3,1,9,1,0,0,0,1,0,1,0,4,4
>> 363,0,-0.37,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 368,0.29,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,2,2
>> 368,0.11,-0.17,13,2,0,4,0,0,0,1,0,0,1,0,2,3
>> 368,0,0.73,14,3,1,9,1,0,0,0,1,0,1,0,2,4
>> 368,0.2,0.26,15,4,2,16,4,0,0,0,0,1,1,0,2,5
>> 369,0.51,-0.06,11,0,-2,0,4,1,0,0,0,0,1,0,2,1
>> 369,0.37,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,2,2
>> 369,0.69,-0.17,13,2,0,4,0,0,0,1,0,0,1,0,2,3
>> 369,0.69,0.47,15,4,2,16,4,0,0,0,0,1,1,0,2,5
>> 374,0,0.07,11,0,-2,0,4,1,0,0,0,0,1,0,5,1
>> 385,0.37,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,5,1
>> 385,0.2,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,5,2
>> 385,0.37,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,5,3
>> 385,0.64,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,5,4
>> 385,0.69,-0.01,15,4,2,16,4,0,0,0,0,1,1,0,5,5
>> 387,0.29,-0.09,11,0,-2,0,4,1,0,0,0,0,1,0,10,1
>> 387,0.44,0.14,12,1,-1,1,1,0,1,0,0,0,1,0,10,2
>> 387,0.69,0.2,13,2,0,4,0,0,0,1,0,0,1,0,10,3
>> 387,0.94,0.2,14,3,1,9,1,0,0,0,1,0,1,0,10,4
>> 387,0.75,0.14,15,4,2,16,4,0,0,0,0,1,1,0,10,5
>> 396,0.44,-0.09,11,0,-2,0,4,1,0,0,0,0,1,0,5,1
>> 396,0.44,-0.01,12,1,-1,1,1,0,1,0,0,0,1,0,5,2
>> 396,0.37,0.07,13,2,0,4,0,0,0,1,0,0,1,0,5,3
>> 396,0.44,0.14,14,3,1,9,1,0,0,0,1,0,1,0,5,4
>> 396,0.29,-0.01,15,4,2,16,4,0,0,0,0,1,1,0,5,5
>> 398,0.44,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,5,1
>> 398,0.44,-0.09,13,2,0,4,0,0,0,1,0,0,1,0,5,3
>> 398,0.44,0.07,14,3,1,9,1,0,0,0,1,0,1,0,5,4
>> 398,0.51,-0.01,15,4,2,16,4,0,0,0,0,1,1,0,5,5
>> 400,0.2,-0.27,11,0,-2,0,4,1,0,0,0,0,0,0,6,1
>> 400,0.29,-0.17,12,1,-1,1,1,0,1,0,0,0,0,0,6,2
>> 400,0.37,-0.27,13,2,0,4,0,0,0,1,0,0,0,0,6,3
>> 400,0.29,-0.01,14,3,1,9,1,0,0,0,1,0,0,0,6,4
>> 400,0.44,-0.09,15,4,2,16,4,0,0,0,0,1,0,0,6,5
>> 411,0.2,0.07,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 411,0.12,-0.01,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 411,0.37,-0.01,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 411,0.69,0.42,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 411,0.75,0.47,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 419,0.29,-0.09,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 419,0,-0.27,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 419,0.11,-0.09,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 419,0.69,0.32,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 419,0.69,0.37,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 422,0.2,0.03,11,0,-2,0,4,1,0,0,0,0,1,0,5,1
>> 422,0.11,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,5,2
>> 422,0.44,-0.01,13,2,0,4,0,0,0,1,0,0,1,0,5,3
>> 422,0.29,0.2,14,3,1,9,1,0,0,0,1,0,1,0,5,4
>> 422,0.51,0.26,15,4,2,16,4,0,0,0,0,1,1,0,5,5
>> 424,0.44,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,2,1
>> 424,0.2,-0.09,12,1,-1,1,1,0,1,0,0,0,1,0,2,2
>> 424,0.69,0.42,13,2,0,4,0,0,0,1,0,0,1,0,2,3
>> 424,1.17,0.56,14,3,1,9,1,0,0,0,1,0,1,0,2,4
>> 424,1.06,0.52,15,4,2,16,4,0,0,0,0,1,1,0,2,5
>> 434,0.51,-0.09,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 434,0.51,-0.09,12,1,-1,1,1,0,1,0,0,0,0,0,5,2
>> 434,0.69,-0.01,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 434,0.85,0.37,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 434,0.8,0.42,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 442,0.37,-0.17,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 442,0.69,0.07,12,1,-1,1,1,0,1,0,0,0,0,0,5,2
>> 442,0.37,0.14,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 442,0.51,0.37,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 442,0.64,0.14,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 453,0.51,-0.09,11,0,-2,0,4,1,0,0,0,0,0,0,2,1
>> 453,0.51,0.26,13,2,0,4,0,0,0,1,0,0,0,0,2,3
>> 453,0.44,0.65,14,3,1,9,1,0,0,0,1,0,0,0,2,4
>> 453,0.8,0.76,15,4,2,16,4,0,0,0,0,1,0,0,2,5
>> 454,0.44,0.26,11,0,-2,0,4,1,0,0,0,0,1,0,2,1
>> 454,0.94,0.61,12,1,-1,1,1,0,1,0,0,0,1,0,2,2
>> 454,0.75,0.52,13,2,0,4,0,0,0,1,0,0,1,0,2,3
>> 454,0.58,0.56,14,3,1,9,1,0,0,0,1,0,1,0,2,4
>> 454,1.02,0.73,15,4,2,16,4,0,0,0,0,1,1,0,2,5
>> 459,0.29,-0.17,11,0,-2,0,4,1,0,0,0,0,0,0,9,1
>> 459,0.2,-0.17,12,1,-1,1,1,0,1,0,0,0,0,0,9,2
>> 459,0.44,0.07,13,2,0,4,0,0,0,1,0,0,0,0,9,3
>> 459,0.58,-0.01,14,3,1,9,1,0,0,0,1,0,0,0,9,4
>> 459,0.29,-0.01,15,4,2,16,4,0,0,0,0,1,0,0,9,5
>> 468,0.44,0.2,11,0,-2,0,4,1,0,0,0,0,0,0,7,1
>> 468,0.44,0.26,13,2,0,4,0,0,0,1,0,0,0,0,7,3
>> 468,0.11,0.26,14,3,1,9,1,0,0,0,1,0,0,0,7,4
>> 468,0.69,0.2,15,4,2,16,4,0,0,0,0,1,0,0,7,5
>> 473,0.2,0.65,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 473,0,0.61,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 473,0.29,0.2,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 473,0.2,-0.17,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 473,0.37,0.32,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 488,0.29,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 488,0.2,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 488,0.11,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 488,0.11,-0.27,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 488,0.11,-0.09,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 514,0.29,-0.17,11,0,-2,0,4,1,0,0,0,0,1,0,5,1
>> 514,0.51,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,5,2
>> 514,0.8,-0.17,13,2,0,4,0,0,0,1,0,0,1,0,5,3
>> 514,0.75,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,5,4
>> 514,0.89,0.14,15,4,2,16,4,0,0,0,0,1,1,0,5,5
>> 520,0.11,0.86,11,0,-2,0,4,1,0,0,0,0,0,0,2,1
>> 520,0.11,0.26,12,1,-1,1,1,0,1,0,0,0,0,0,2,2
>> 520,0.44,0.19,13,2,0,4,0,0,0,1,0,0,0,0,2,3
>> 520,0.51,0.32,14,3,1,9,1,0,0,0,1,0,0,0,2,4
>> 520,0.69,0.83,15,4,2,16,4,0,0,0,0,1,0,0,2,5
>> 522,0.2,-0.27,11,0,-2,0,4,1,0,0,0,0,1,1,4,1
>> 522,0.11,-0.01,12,1,-1,1,1,0,1,0,0,0,1,1,4,2
>> 522,0.2,-0.27,13,2,0,4,0,0,0,1,0,0,1,1,4,3
>> 522,0.69,-0.27,14,3,1,9,1,0,0,0,1,0,1,1,4,4
>> 522,0.69,-0.01,15,4,2,16,4,0,0,0,0,1,1,1,4,5
>> 528,0.11,0.32,11,0,-2,0,4,1,0,0,0,0,0,0,8,1
>> 528,0,-0.27,12,1,-1,1,1,0,1,0,0,0,0,0,8,2
>> 528,0,-0.27,13,2,0,4,0,0,0,1,0,0,0,0,8,3
>> 528,0.37,-0.09,14,3,1,9,1,0,0,0,1,0,0,0,8,4
>> 528,0.51,0.11,15,4,2,16,4,0,0,0,0,1,0,0,8,5
>> 529,0,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,10,1
>> 529,0,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,10,2
>> 529,0.2,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,10,3
>> 529,0.2,-0.27,14,3,1,9,1,0,0,0,1,0,1,0,10,4
>> 529,0.2,-0.17,15,4,2,16,4,0,0,0,0,1,1,0,10,5
>> 536,0.2,-0.27,11,0,-2,0,4,1,0,0,0,0,1,1,1,1
>> 536,0.29,-0.17,12,1,-1,1,1,0,1,0,0,0,1,1,1,2
>> 536,0.11,-0.37,13,2,0,4,0,0,0,1,0,0,1,1,1,3
>> 536,0.2,-0.27,14,3,1,9,1,0,0,0,1,0,1,1,1,4
>> 536,0.2,-0.37,15,4,2,16,4,0,0,0,0,1,1,1,1,5
>> 553,0.2,-0.37,13,2,0,4,0,0,0,1,0,0,1,1,2,3
>> 553,0.2,-0.09,14,3,1,9,1,0,0,0,1,0,1,1,2,4
>> 555,0.29,-0.17,11,0,-2,0,4,1,0,0,0,0,1,1,1,1
>> 555,0.2,-0.37,13,2,0,4,0,0,0,1,0,0,1,1,1,3
>> 555,0.2,-0.37,14,3,1,9,1,0,0,0,1,0,1,1,1,4
>> 555,0.11,-0.27,15,4,2,16,4,0,0,0,0,1,1,1,1,5
>> 558,0.29,0.56,13,2,0,4,0,0,0,1,0,0,1,0,2,3
>> 558,0.11,0.14,14,3,1,9,1,0,0,0,1,0,1,0,2,4
>> 561,0.11,-0.17,11,0,-2,0,4,1,0,0,0,0,0,0,7,1
>> 561,0.37,0.2,12,1,-1,1,1,0,1,0,0,0,0,0,7,2
>> 561,1.2,0.61,13,2,0,4,0,0,0,1,0,0,0,0,7,3
>> 561,0.8,0.07,14,3,1,9,1,0,0,0,1,0,0,0,7,4
>> 561,0.85,0.32,15,4,2,16,4,0,0,0,0,1,0,0,7,5
>> 566,0.29,0.32,11,0,-2,0,4,1,0,0,0,0,0,1,1,1
>> 566,0.2,0.07,12,1,-1,1,1,0,1,0,0,0,0,1,1,2
>> 566,0.44,0.2,13,2,0,4,0,0,0,1,0,0,0,1,1,3
>> 566,0.64,0.07,14,3,1,9,1,0,0,0,1,0,0,1,1,4
>> 566,0.69,0.07,15,4,2,16,4,0,0,0,0,1,0,1,1,5
>> 569,0.58,0.83,11,0,-2,0,4,1,0,0,0,0,0,0,1,1
>> 569,0.64,0.52,12,1,-1,1,1,0,1,0,0,0,0,0,1,2
>> 569,0.64,0.73,13,2,0,4,0,0,0,1,0,0,0,0,1,3
>> 569,0.69,0.73,14,3,1,9,1,0,0,0,1,0,0,0,1,4
>> 569,0.69,0.61,15,4,2,16,4,0,0,0,0,1,0,0,1,5
>> 570,0.64,-0.01,11,0,-2,0,4,1,0,0,0,0,0,0,1,1
>> 570,0.64,0.69,12,1,-1,1,1,0,1,0,0,0,0,0,1,2
>> 570,0.37,0.98,13,2,0,4,0,0,0,1,0,0,0,0,1,3
>> 570,0.58,0.96,14,3,1,9,1,0,0,0,1,0,0,0,1,4
>> 590,0.37,-0.17,11,0,-2,0,4,1,0,0,0,0,1,0,7,1
>> 590,0.2,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,7,2
>> 590,0.29,-0.09,13,2,0,4,0,0,0,1,0,0,1,0,7,3
>> 590,0.2,-0.26,14,3,1,9,1,0,0,0,1,0,1,0,7,4
>> 590,0.29,-0.09,15,4,2,16,4,0,0,0,0,1,1,0,7,5
>> 593,0,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 593,0.29,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 593,0.11,-0.37,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 593,0.69,-0.27,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 593,0.11,-0.37,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 606,0.11,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,6,1
>> 606,0.11,-0.09,12,1,-1,1,1,0,1,0,0,0,1,0,6,2
>> 606,0.37,-0.17,13,2,0,4,0,0,0,1,0,0,1,0,6,3
>> 606,0.2,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,6,4
>> 606,0.2,-0.17,15,4,2,16,4,0,0,0,0,1,1,0,6,5
>> 615,0.2,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 615,0,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 615,0.29,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 615,0.51,0.37,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 615,0.37,0.32,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 618,0,-0.17,11,0,-2,0,4,1,0,0,0,0,1,0,6,1
>> 618,0.2,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,6,2
>> 618,0.29,0.07,13,2,0,4,0,0,0,1,0,0,1,0,6,3
>> 618,0.2,-0.09,14,3,1,9,1,0,0,0,1,0,1,0,6,4
>> 618,0.44,-0.09,15,4,2,16,4,0,0,0,0,1,1,0,6,5
>> 624,0.11,-0.01,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 624,0.11,0.07,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 624,0.2,-0.01,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 624,0.11,-0.01,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 624,0.2,-0.17,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 629,0,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,6,1
>> 629,0,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,6,2
>> 629,0,-0.17,13,2,0,4,0,0,0,1,0,0,1,0,6,3
>> 629,0,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,6,4
>> 629,0,-0.37,15,4,2,16,4,0,0,0,0,1,1,0,6,5
>> 639,0.37,-0.01,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 639,0.29,0.47,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 639,0.75,0.14,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 639,0.58,0.69,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 639,0.64,0.37,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 648,0,-0.17,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 648,0,0.14,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 648,0,-0.37,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 648,0,-0.27,14,3,1,9,1,0,0,0,1,0,1,0,4,4
>> 648,0,-0.17,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 651,0,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,10,1
>> 651,0,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,10,2
>> 651,0.2,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,10,3
>> 651,0.51,0.32,14,3,1,9,1,0,0,0,1,0,1,0,10,4
>> 651,0.37,-0.17,15,4,2,16,4,0,0,0,0,1,1,0,10,5
>> 655,0.69,0.56,12,1,-1,1,1,0,1,0,0,0,0,0,5,2
>> 655,0.58,0.47,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 655,0.37,0.37,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 655,0.94,0.07,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 657,0.37,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 657,0.11,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 657,0.2,-0.37,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 657,0.11,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,4,4
>> 657,0.11,-0.37,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 659,0.2,-0.09,11,0,-2,0,4,1,0,0,0,0,0,1,2,1
>> 659,0.44,-0.09,12,1,-1,1,1,0,1,0,0,0,0,1,2,2
>> 659,0.75,0.14,13,2,0,4,0,0,0,1,0,0,0,1,2,3
>> 659,0.64,0.14,14,3,1,9,1,0,0,0,1,0,0,1,2,4
>> 659,0.64,-0.01,15,4,2,16,4,0,0,0,0,1,0,1,2,5
>> 668,0,-0.27,12,1,-1,1,1,0,1,0,0,0,0,0,10,2
>> 668,0,-0.37,13,2,0,4,0,0,0,1,0,0,0,0,10,3
>> 668,0.11,-0.37,14,3,1,9,1,0,0,0,1,0,0,0,10,4
>> 668,0.2,-0.27,15,4,2,16,4,0,0,0,0,1,0,0,10,5
>> 676,0.37,0.32,12,1,-1,1,1,0,1,0,0,0,1,1,3,2
>> 676,0.37,0.26,13,2,0,4,0,0,0,1,0,0,1,1,3,3
>> 676,0.69,0.14,14,3,1,9,1,0,0,0,1,0,1,1,3,4
>> 676,0.85,0.65,15,4,2,16,4,0,0,0,0,1,1,1,3,5
>> 677,0.11,0.37,11,0,-2,0,4,1,0,0,0,0,0,1,2,1
>> 677,0.44,0.2,12,1,-1,1,1,0,1,0,0,0,0,1,2,2
>> 677,0.29,0.38,13,2,0,4,0,0,0,1,0,0,0,1,2,3
>> 677,0.98,0.83,14,3,1,9,1,0,0,0,1,0,0,1,2,4
>> 677,0.8,0.42,15,4,2,16,4,0,0,0,0,1,0,1,2,5
>> 686,0.58,0.07,11,0,-2,0,4,1,0,0,0,0,0,0,6,1
>> 686,0.44,0.26,12,1,-1,1,1,0,1,0,0,0,0,0,6,2
>> 686,0.44,0.52,13,2,0,4,0,0,0,1,0,0,0,0,6,3
>> 686,0.64,0.32,14,3,1,9,1,0,0,0,1,0,0,0,6,4
>> 686,0.69,0.61,15,4,2,16,4,0,0,0,0,1,0,0,6,5
>> 704,0.29,0.07,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 704,0.37,0.52,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 704,0.37,-0.27,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 704,0.69,-0.09,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 712,0.11,-0.27,11,0,-2,0,4,1,0,0,0,0,0,0,10,1
>> 712,0.29,-0.27,12,1,-1,1,1,0,1,0,0,0,0,0,10,2
>> 712,0.29,-0.27,13,2,0,4,0,0,0,1,0,0,0,0,10,3
>> 712,0.2,-0.27,14,3,1,9,1,0,0,0,1,0,0,0,10,4
>> 712,0.2,-0.27,15,4,2,16,4,0,0,0,0,1,0,0,10,5
>> 715,0.51,-0.09,11,0,-2,0,4,1,0,0,0,0,1,1,3,1
>> 715,0.11,-0.01,12,1,-1,1,1,0,1,0,0,0,1,1,3,2
>> 715,0.29,-0.09,13,2,0,4,0,0,0,1,0,0,1,1,3,3
>> 715,0.44,0.14,14,3,1,9,1,0,0,0,1,0,1,1,3,4
>> 715,0.64,0.37,15,4,2,16,4,0,0,0,0,1,1,1,3,5
>> 718,0,-0.17,11,0,-2,0,4,1,0,0,0,0,0,0,1,1
>> 718,0.11,0.14,12,1,-1,1,1,0,1,0,0,0,0,0,1,2
>> 718,0,0.26,13,2,0,4,0,0,0,1,0,0,0,0,1,3
>> 718,0,-0.17,14,3,1,9,1,0,0,0,1,0,0,0,1,4
>> 718,0,-0.17,15,4,2,16,4,0,0,0,0,1,0,0,1,5
>> 723,0.2,-0.01,11,0,-2,0,4,1,0,0,0,0,0,0,6,1
>> 723,0.29,-0.09,12,1,-1,1,1,0,1,0,0,0,0,0,6,2
>> 723,0.11,-0.27,13,2,0,4,0,0,0,1,0,0,0,0,6,3
>> 723,0,-0.37,14,3,1,9,1,0,0,0,1,0,0,0,6,4
>> 723,0.11,-0.37,15,4,2,16,4,0,0,0,0,1,0,0,6,5
>> 725,0.29,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,5,1
>> 725,0.2,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,5,2
>> 725,0,-0.37,13,2,0,4,0,0,0,1,0,0,1,0,5,3
>> 725,0,-0.37,14,3,1,9,1,0,0,0,1,0,1,0,5,4
>> 725,0,-0.37,15,4,2,16,4,0,0,0,0,1,1,0,5,5
>> 747,0.2,-0.17,11,0,-2,0,4,1,0,0,0,0,0,0,8,1
>> 747,0,0.2,12,1,-1,1,1,0,1,0,0,0,0,0,8,2
>> 747,0,-0.37,13,2,0,4,0,0,0,1,0,0,0,0,8,3
>> 747,0.51,-0.01,14,3,1,9,1,0,0,0,1,0,0,0,8,4
>> 747,0.69,-0.01,15,4,2,16,4,0,0,0,0,1,0,0,8,5
>> 749,0.44,-0.09,11,0,-2,0,4,1,0,0,0,0,0,1,2,1
>> 749,0.37,-0.17,12,1,-1,1,1,0,1,0,0,0,0,1,2,2
>> 749,0.64,-0.37,13,2,0,4,0,0,0,1,0,0,0,1,2,3
>> 749,0.69,-0.09,14,3,1,9,1,0,0,0,1,0,0,1,2,4
>> 749,0.8,0.14,15,4,2,16,4,0,0,0,0,1,0,1,2,5
>> 750,0.37,-0.27,11,0,-2,0,4,1,0,0,0,0,1,1,2,1
>> 750,0.29,-0.17,12,1,-1,1,1,0,1,0,0,0,1,1,2,2
>> 750,0.29,-0.09,13,2,0,4,0,0,0,1,0,0,1,1,2,3
>> 750,0.98,0.32,14,3,1,9,1,0,0,0,1,0,1,1,2,4
>> 750,0.98,0.2,15,4,2,16,4,0,0,0,0,1,1,1,2,5
>> 755,0,-0.27,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 755,0,-0.01,12,1,-1,1,1,0,1,0,0,0,0,0,5,2
>> 755,0.51,-0.17,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 755,0.44,-0.09,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 755,0.69,-0.27,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 765,0.2,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,6,1
>> 765,0.29,0.2,12,1,-1,1,1,0,1,0,0,0,1,0,6,2
>> 765,0.58,-0.09,13,2,0,4,0,0,0,1,0,0,1,0,6,3
>> 765,0.58,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,6,4
>> 765,0.75,0.26,15,4,2,16,4,0,0,0,0,1,1,0,6,5
>> 789,0.2,-0.17,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 789,0.58,0.64,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 789,0.89,0.76,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 789,0.85,0.69,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 818,0,-0.27,11,0,-2,0,4,1,0,0,0,0,0,1,2,1
>> 818,0,-0.17,12,1,-1,1,1,0,1,0,0,0,0,1,2,2
>> 818,0.58,0.2,13,2,0,4,0,0,0,1,0,0,0,1,2,3
>> 818,0.58,0.61,14,3,1,9,1,0,0,0,1,0,0,1,2,4
>> 818,0,0.56,15,4,2,16,4,0,0,0,0,1,0,1,2,5
>> 824,0.11,0.07,11,0,-2,0,4,1,0,0,0,0,0,1,2,1
>> 824,0,-0.09,12,1,-1,1,1,0,1,0,0,0,0,1,2,2
>> 824,0.37,0.2,13,2,0,4,0,0,0,1,0,0,0,1,2,3
>> 824,0.37,0.07,14,3,1,9,1,0,0,0,1,0,0,1,2,4
>> 824,0.44,0.37,15,4,2,16,4,0,0,0,0,1,0,1,2,5
>> 825,0.44,-0.27,11,0,-2,0,4,1,0,0,0,0,0,1,2,1
>> 825,0.51,-0.27,12,1,-1,1,1,0,1,0,0,0,0,1,2,2
>> 825,0.37,0.21,13,2,0,4,0,0,0,1,0,0,0,1,2,3
>> 825,0.64,-0.17,14,3,1,9,1,0,0,0,1,0,0,1,2,4
>> 825,0.58,-0.37,15,4,2,16,4,0,0,0,0,1,0,1,2,5
>> 829,0,-0.17,11,0,-2,0,4,1,0,0,0,0,0,1,1,1
>> 829,0.2,-0.09,13,2,0,4,0,0,0,1,0,0,0,1,1,3
>> 829,0.44,-0.01,14,3,1,9,1,0,0,0,1,0,0,1,1,4
>> 829,0.29,0.14,15,4,2,16,4,0,0,0,0,1,0,1,1,5
>> 848,0.29,-0.26,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 848,0.29,-0.09,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 848,0.2,-0.17,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 848,0.44,0.65,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 848,0.2,0.61,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 851,0.29,-0.27,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 851,0.2,-0.09,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 851,0.11,-0.27,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 851,0.75,0.14,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 851,0.69,-0.01,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 856,0.29,0.2,12,1,-1,1,1,0,1,0,0,0,0,0,1,2
>> 856,0.29,0.07,13,2,0,4,0,0,0,1,0,0,0,0,1,3
>> 856,0.58,0.2,14,3,1,9,1,0,0,0,1,0,0,0,1,4
>> 856,0.58,0.2,15,4,2,16,4,0,0,0,0,1,0,0,1,5
>> 868,0,0.61,11,0,-2,0,4,1,0,0,0,0,0,1,1,1
>> 868,0.69,-0.01,12,1,-1,1,1,0,1,0,0,0,0,1,1,2
>> 868,0.11,-0.09,13,2,0,4,0,0,0,1,0,0,0,1,1,3
>> 868,0.11,-0.17,14,3,1,9,1,0,0,0,1,0,0,1,1,4
>> 868,0.58,-0.37,15,4,2,16,4,0,0,0,0,1,0,1,1,5
>> 871,0,0.2,11,0,-2,0,4,1,0,0,0,0,0,1,1,1
>> 871,0.29,0.07,12,1,-1,1,1,0,1,0,0,0,0,1,1,2
>> 879,0.69,0.26,11,0,-2,0,4,1,0,0,0,0,0,1,5,1
>> 879,0,-0.01,13,2,0,4,0,0,0,1,0,0,0,1,5,3
>> 879,0.2,-0.27,14,3,1,9,1,0,0,0,1,0,0,1,5,4
>> 879,0.2,-0.09,15,4,2,16,4,0,0,0,0,1,0,1,5,5
>> 897,0,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,7,1
>> 897,0.11,-0.09,12,1,-1,1,1,0,1,0,0,0,1,0,7,2
>> 897,0.64,0.26,13,2,0,4,0,0,0,1,0,0,1,0,7,3
>> 897,0,-0.09,14,3,1,9,1,0,0,0,1,0,1,0,7,4
>> 897,0.2,0.26,15,4,2,16,4,0,0,0,0,1,1,0,7,5
>> 901,0.2,0.14,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 901,0.11,-0.09,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 901,0.2,0.2,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 901,0.44,0.26,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 901,0.44,0.65,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 902,0,-0.37,11,0,-2,0,4,1,0,0,0,0,0,0,1,1
>> 902,0,-0.37,12,1,-1,1,1,0,1,0,0,0,0,0,1,2
>> 902,0,-0.09,13,2,0,4,0,0,0,1,0,0,0,0,1,3
>> 902,0.11,-0.27,14,3,1,9,1,0,0,0,1,0,0,0,1,4
>> 902,0.37,-0.01,15,4,2,16,4,0,0,0,0,1,0,0,1,5
>> 913,0,0.52,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 913,0.2,0.14,12,1,-1,1,1,0,1,0,0,0,0,0,5,2
>> 913,0.2,-0.17,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 913,0.2,-0.09,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 913,0.29,0.14,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 918,0,-0.27,11,0,-2,0,4,1,0,0,0,0,0,0,7,1
>> 918,0,-0.37,12,1,-1,1,1,0,1,0,0,0,0,0,7,2
>> 918,0.2,0.2,13,2,0,4,0,0,0,1,0,0,0,0,7,3
>> 918,0.69,0.47,14,3,1,9,1,0,0,0,1,0,0,0,7,4
>> 918,0.2,0.56,15,4,2,16,4,0,0,0,0,1,0,0,7,5
>> 922,0.11,-0.01,12,1,-1,1,1,0,1,0,0,0,1,1,1,2
>> 922,0.11,-0.09,13,2,0,4,0,0,0,1,0,0,1,1,1,3
>> 922,0.11,-0.09,14,3,1,9,1,0,0,0,1,0,1,1,1,4
>> 922,0,-0.27,15,4,2,16,4,0,0,0,0,1,1,1,1,5
>> 923,0,0.14,11,0,-2,0,4,1,0,0,0,0,1,1,1,1
>> 923,0,-0.15,12,1,-1,1,1,0,1,0,0,0,1,1,1,2
>> 923,0,0.2,13,2,0,4,0,0,0,1,0,0,1,1,1,3
>> 923,0,0.86,14,3,1,9,1,0,0,0,1,0,1,1,1,4
>> 923,0,0.2,15,4,2,16,4,0,0,0,0,1,1,1,1,5
>> 941,0,-0.01,11,0,-2,0,4,1,0,0,0,0,1,1,1,1
>> 941,0.51,-0.27,12,1,-1,1,1,0,1,0,0,0,1,1,1,2
>> 941,0,-0.09,13,2,0,4,0,0,0,1,0,0,1,1,1,3
>> 941,0.69,-0.01,14,3,1,9,1,0,0,0,1,0,1,1,1,4
>> 941,0,-0.09,15,4,2,16,4,0,0,0,0,1,1,1,1,5
>> 946,0.29,0.32,11,0,-2,0,4,1,0,0,0,0,1,1,3,1
>> 946,0.37,0.11,12,1,-1,1,1,0,1,0,0,0,1,1,3,2
>> 946,0.69,-0.01,13,2,0,4,0,0,0,1,0,0,1,1,3,3
>> 946,0.51,-0.17,14,3,1,9,1,0,0,0,1,0,1,1,3,4
>> 946,0.64,-0.01,15,4,2,16,4,0,0,0,0,1,1,1,3,5
>> 949,0.69,-0.17,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 949,0.44,-0.09,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 949,0.11,-0.09,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 949,0.37,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 949,0.44,0.14,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 962,0.44,0.08,11,0,-2,0,4,1,0,0,0,0,0,1,1,1
>> 962,0.51,0.2,12,1,-1,1,1,0,1,0,0,0,0,1,1,2
>> 962,0.75,0.37,13,2,0,4,0,0,0,1,0,0,0,1,1,3
>> 962,0.8,0.47,14,3,1,9,1,0,0,0,1,0,0,1,1,4
>> 962,0.2,0.32,15,4,2,16,4,0,0,0,0,1,0,1,1,5
>> 963,0.29,0.2,12,1,-1,1,1,0,1,0,0,0,0,1,1,2
>> 963,0.37,0.14,13,2,0,4,0,0,0,1,0,0,0,1,1,3
>> 963,0.29,0.07,14,3,1,9,1,0,0,0,1,0,0,1,1,4
>> 963,0,-0.09,15,4,2,16,4,0,0,0,0,1,0,1,1,5
>> 972,0.11,-0.37,11,0,-2,0,4,1,0,0,0,0,1,1,10,1
>> 972,0.29,-0.37,12,1,-1,1,1,0,1,0,0,0,1,1,10,2
>> 972,0.11,-0.01,13,2,0,4,0,0,0,1,0,0,1,1,10,3
>> 972,0.11,0.2,14,3,1,9,1,0,0,0,1,0,1,1,10,4
>> 972,0.11,0.26,15,4,2,16,4,0,0,0,0,1,1,1,10,5
>> 978,0.2,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 978,0.29,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 978,0.75,0.32,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 978,1.24,0.93,14,3,1,9,1,0,0,0,1,0,1,0,4,4
>> 978,1.2,0.93,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 1006,0.2,-0.27,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 1006,0.2,-0.37,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 1006,0.11,0.2,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 1006,0,-0.37,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 1006,0,-0.37,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 1012,0,-0.01,11,0,-2,0,4,1,0,0,0,0,1,1,5,1
>> 1012,0.11,-0.27,13,2,0,4,0,0,0,1,0,0,1,1,5,3
>> 1012,0.11,-0.27,14,3,1,9,1,0,0,0,1,0,1,1,5,4
>> 1012,0,-0.17,15,4,2,16,4,0,0,0,0,1,1,1,5,5
>> 1021,0.2,-0.17,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 1021,0.37,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 1021,0.37,-0.09,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 1021,0.29,-0.01,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 1021,0.2,-0.09,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 1023,0.11,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,6,1
>> 1023,0.11,0.07,12,1,-1,1,1,0,1,0,0,0,1,0,6,2
>> 1023,0.29,0.07,13,2,0,4,0,0,0,1,0,0,1,0,6,3
>> 1023,0.37,0.14,14,3,1,9,1,0,0,0,1,0,1,0,6,4
>> 1023,0.11,-0.01,15,4,2,16,4,0,0,0,0,1,1,0,6,5
>> 1024,0,-0.09,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 1024,0.11,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 1024,0,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 1024,0.11,-0.01,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 1024,0.29,0.07,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 1030,0,-0.01,11,0,-2,0,4,1,0,0,0,0,1,1,3,1
>> 1030,0,-0.27,12,1,-1,1,1,0,1,0,0,0,1,1,3,2
>> 1030,0.2,0.32,13,2,0,4,0,0,0,1,0,0,1,1,3,3
>> 1030,0.64,0.07,14,3,1,9,1,0,0,0,1,0,1,1,3,4
>> 1030,0.69,0.32,15,4,2,16,4,0,0,0,0,1,1,1,3,5
>> 1040,0.37,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,6,1
>> 1040,0,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,6,2
>> 1040,0.2,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,6,3
>> 1040,0.37,-0.09,14,3,1,9,1,0,0,0,1,0,1,0,6,4
>> 1040,0.44,-0.01,15,4,2,16,4,0,0,0,0,1,1,0,6,5
>> 1042,0.2,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,8,1
>> 1042,0.11,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,8,2
>> 1042,0.2,-0.01,13,2,0,4,0,0,0,1,0,0,1,0,8,3
>> 1042,0.2,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,8,4
>> 1042,0.44,-0.01,15,4,2,16,4,0,0,0,0,1,1,0,8,5
>> 1044,0.51,-0.09,11,0,-2,0,4,1,0,0,0,0,0,0,6,1
>> 1044,0.29,-0.37,12,1,-1,1,1,0,1,0,0,0,0,0,6,2
>> 1044,0.51,-0.17,13,2,0,4,0,0,0,1,0,0,0,0,6,3
>> 1044,0.51,0.2,14,3,1,9,1,0,0,0,1,0,0,0,6,4
>> 1044,0.51,0.07,15,4,2,16,4,0,0,0,0,1,0,0,6,5
>> 1049,0.2,-0.37,11,0,-2,0,4,1,0,0,0,0,0,0,8,1
>> 1049,0.37,-0.09,12,1,-1,1,1,0,1,0,0,0,0,0,8,2
>> 1049,0.29,-0.09,13,2,0,4,0,0,0,1,0,0,0,0,8,3
>> 1049,0.29,-0.37,14,3,1,9,1,0,0,0,1,0,0,0,8,4
>> 1049,0.29,-0.37,15,4,2,16,4,0,0,0,0,1,0,0,8,5
>> 1053,0.2,-0.09,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 1053,0,0.07,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 1053,0,-0.37,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 1053,0,-0.37,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 1053,0.2,-0.27,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 1059,0.2,-0.37,11,0,-2,0,4,1,0,0,0,0,1,1,5,1
>> 1059,0,-0.17,12,1,-1,1,1,0,1,0,0,0,1,1,5,2
>> 1059,0.64,-0.37,13,2,0,4,0,0,0,1,0,0,1,1,5,3
>> 1059,0.69,-0.37,14,3,1,9,1,0,0,0,1,0,1,1,5,4
>> 1059,0.64,0.14,15,4,2,16,4,0,0,0,0,1,1,1,5,5
>> 1062,0.8,0.42,11,0,-2,0,4,1,0,0,0,0,0,1,2,1
>> 1062,0,-0.27,12,1,-1,1,1,0,1,0,0,0,0,1,2,2
>> 1062,0.94,0.32,13,2,0,4,0,0,0,1,0,0,0,1,2,3
>> 1062,0.8,0.96,14,3,1,9,1,0,0,0,1,0,0,1,2,4
>> 1062,0.64,0.69,15,4,2,16,4,0,0,0,0,1,0,1,2,5
>> 1064,0.11,0.14,11,0,-2,0,4,1,0,0,0,0,0,1,6,1
>> 1064,0.37,-0.12,12,1,-1,1,1,0,1,0,0,0,0,1,6,2
>> 1064,0.44,0.56,13,2,0,4,0,0,0,1,0,0,0,1,6,3
>> 1064,0.29,0.07,14,3,1,9,1,0,0,0,1,0,0,1,6,4
>> 1064,0.51,0.2,15,4,2,16,4,0,0,0,0,1,0,1,6,5
>> 1072,0.2,-0.01,11,0,-2,0,4,1,0,0,0,0,1,1,7,1
>> 1072,0.11,-0.17,12,1,-1,1,1,0,1,0,0,0,1,1,7,2
>> 1072,0.69,0.2,13,2,0,4,0,0,0,1,0,0,1,1,7,3
>> 1073,0,-0.09,11,0,-2,0,4,1,0,0,0,0,0,1,2,1
>> 1073,0,-0.01,12,1,-1,1,1,0,1,0,0,0,0,1,2,2
>> 1073,0.11,-0.27,13,2,0,4,0,0,0,1,0,0,0,1,2,3
>> 1073,0.2,-0.09,14,3,1,9,1,0,0,0,1,0,0,1,2,4
>> 1073,0.29,-0.17,15,4,2,16,4,0,0,0,0,1,0,1,2,5
>> 1074,0.11,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,2,2
>> 1074,0,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,2,3
>> 1074,0.69,-0.27,14,3,1,9,1,0,0,0,1,0,1,0,2,4
>> 1074,0.69,-0.09,15,4,2,16,4,0,0,0,0,1,1,0,2,5
>> 1082,0.11,-0.37,12,1,-1,1,1,0,1,0,0,0,1,1,2,2
>> 1082,0.2,-0.17,13,2,0,4,0,0,0,1,0,0,1,1,2,3
>> 1082,0.44,-0.17,14,3,1,9,1,0,0,0,1,0,1,1,2,4
>> 1082,0.29,-0.01,15,4,2,16,4,0,0,0,0,1,1,1,2,5
>> 1103,0,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 1103,0,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 1103,0.69,-0.01,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 1103,0.51,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 1103,0.69,-0.09,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 1105,0.29,0.11,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 1105,0.64,0.52,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 1105,0.69,0.52,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 1105,0.64,-0.01,14,3,1,9,1,0,0,0,1,0,1,0,4,4
>> 1105,0.75,0.37,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 1107,0.44,0.32,11,0,-2,0,4,1,0,0,0,0,0,0,8,1
>> 1107,0.37,0.14,12,1,-1,1,1,0,1,0,0,0,0,0,8,2
>> 1107,0.29,-0.17,13,2,0,4,0,0,0,1,0,0,0,0,8,3
>> 1107,0.75,0.32,14,3,1,9,1,0,0,0,1,0,0,0,8,4
>> 1107,0.8,0.47,15,4,2,16,4,0,0,0,0,1,0,0,8,5
>> 1111,0.58,0.2,11,0,-2,0,4,1,0,0,0,0,1,0,5,1
>> 1117,0.29,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 1117,0,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 1117,0,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 1117,0.11,-0.01,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 1117,0.11,-0.17,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 1134,0.11,0.2,11,0,-2,0,4,1,0,0,0,0,0,1,3,1
>> 1134,0,-0.09,12,1,-1,1,1,0,1,0,0,0,0,1,3,2
>> 1134,0,-0.09,13,2,0,4,0,0,0,1,0,0,0,1,3,3
>> 1134,0,0.14,14,3,1,9,1,0,0,0,1,0,0,1,3,4
>> 1134,0.2,0.2,15,4,2,16,4,0,0,0,0,1,0,1,3,5
>> 1141,0,0.26,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 1141,0.44,-0.17,12,1,-1,1,1,0,1,0,0,0,0,0,5,2
>> 1141,0.69,-0.17,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 1141,0.51,-0.17,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 1141,0.11,-0.37,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 1143,0.29,0.07,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 1143,0.11,0.14,12,1,-1,1,1,0,1,0,0,0,0,0,5,2
>> 1143,0.69,0.61,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 1143,0.64,0.61,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 1143,0.64,0.37,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 1152,0.58,-0.09,13,2,0,4,0,0,0,1,0,0,0,0,2,3
>> 1152,0.69,-0.01,14,3,1,9,1,0,0,0,1,0,0,0,2,4
>> 1152,0.37,0.14,15,4,2,16,4,0,0,0,0,1,0,0,2,5
>> 1160,0.29,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,3,1
>> 1160,0,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 1160,0,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 1160,0.11,-0.27,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 1160,0.2,-0.27,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 1161,0.11,-0.37,13,2,0,4,0,0,0,1,0,0,0,0,2,3
>> 1161,0.29,-0.17,14,3,1,9,1,0,0,0,1,0,0,0,2,4
>> 1161,0.11,-0.01,15,4,2,16,4,0,0,0,0,1,0,0,2,5
>> 1165,0.2,0.07,11,0,-2,0,4,1,0,0,0,0,0,0,8,1
>> 1165,0.11,-0.37,12,1,-1,1,1,0,1,0,0,0,0,0,8,2
>> 1165,0.29,0.07,13,2,0,4,0,0,0,1,0,0,0,0,8,3
>> 1165,0.44,-0.37,14,3,1,9,1,0,0,0,1,0,0,0,8,4
>> 1165,0.37,-0.27,15,4,2,16,4,0,0,0,0,1,0,0,8,5
>> 1167,0.2,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,10,2
>> 1167,0.75,0.32,13,2,0,4,0,0,0,1,0,0,1,0,10,3
>> 1167,0.89,0.37,14,3,1,9,1,0,0,0,1,0,1,0,10,4
>> 1167,0.51,0.42,15,4,2,16,4,0,0,0,0,1,1,0,10,5
>> 1174,0.29,-0.09,11,0,-2,0,4,1,0,0,0,0,1,0,8,1
>> 1174,0.11,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,8,2
>> 1174,0.2,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,8,3
>> 1174,0.37,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,8,4
>> 1174,0.69,0.07,15,4,2,16,4,0,0,0,0,1,1,0,8,5
>> 1179,0.29,-0.01,11,0,-2,0,4,1,0,0,0,0,1,0,7,1
>> 1179,0.2,-0.09,12,1,-1,1,1,0,1,0,0,0,1,0,7,2
>> 1179,0.2,-0.09,13,2,0,4,0,0,0,1,0,0,1,0,7,3
>> 1179,0.58,0.14,14,3,1,9,1,0,0,0,1,0,1,0,7,4
>> 1179,0.37,0.2,15,4,2,16,4,0,0,0,0,1,1,0,7,5
>> 1199,0.2,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,1,1
>> 1199,0.2,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,1,2
>> 1199,0.29,-0.01,13,2,0,4,0,0,0,1,0,0,1,0,1,3
>> 1199,0.29,-0.09,14,3,1,9,1,0,0,0,1,0,1,0,1,4
>> 1199,0.85,0.2,15,4,2,16,4,0,0,0,0,1,1,0,1,5
>> 1201,0.29,0.32,11,0,-2,0,4,1,0,0,0,0,1,0,7,1
>> 1201,0.11,-0.01,12,1,-1,1,1,0,1,0,0,0,1,0,7,2
>> 1201,0,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,7,3
>> 1201,0.37,0.14,14,3,1,9,1,0,0,0,1,0,1,0,7,4
>> 1201,0.69,0.26,15,4,2,16,4,0,0,0,0,1,1,0,7,5
>> 1206,0.29,0.07,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 1206,0.58,0.32,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 1206,0.89,0.76,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 1206,1.13,0.76,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 1206,0.94,0.2,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 1226,0,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,2,1
>> 1226,0.37,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,2,2
>> 1226,0.37,-0.37,13,2,0,4,0,0,0,1,0,0,1,0,2,3
>> 1226,0.51,-0.37,14,3,1,9,1,0,0,0,1,0,1,0,2,4
>> 1226,0,-0.37,15,4,2,16,4,0,0,0,0,1,1,0,2,5
>> 1230,0.29,-0.27,11,0,-2,0,4,1,0,0,0,0,0,0,7,1
>> 1230,0.29,-0.27,12,1,-1,1,1,0,1,0,0,0,0,0,7,2
>> 1230,0.44,0.14,13,2,0,4,0,0,0,1,0,0,0,0,7,3
>> 1230,0.69,0.37,14,3,1,9,1,0,0,0,1,0,0,0,7,4
>> 1230,0.69,0.47,15,4,2,16,4,0,0,0,0,1,0,0,7,5
>> 1238,0.11,0.07,11,0,-2,0,4,1,0,0,0,0,0,0,2,1
>> 1238,0.11,-0.17,12,1,-1,1,1,0,1,0,0,0,0,0,2,2
>> 1238,0.58,-0.37,13,2,0,4,0,0,0,1,0,0,0,0,2,3
>> 1238,0.69,0.42,14,3,1,9,1,0,0,0,1,0,0,0,2,4
>> 1238,0.44,-0.06,15,4,2,16,4,0,0,0,0,1,0,0,2,5
>> 1240,0,-0.37,11,0,-2,0,4,1,0,0,0,0,0,0,1,1
>> 1240,0.2,-0.27,12,1,-1,1,1,0,1,0,0,0,0,0,1,2
>> 1240,0,-0.27,13,2,0,4,0,0,0,1,0,0,0,0,1,3
>> 1240,0.58,-0.09,14,3,1,9,1,0,0,0,1,0,0,0,1,4
>> 1240,0.44,-0.09,15,4,2,16,4,0,0,0,0,1,0,0,1,5
>> 1244,0.29,-0.17,11,0,-2,0,4,1,0,0,0,0,0,0,10,1
>> 1244,0,-0.37,12,1,-1,1,1,0,1,0,0,0,0,0,10,2
>> 1244,0.29,-0.37,13,2,0,4,0,0,0,1,0,0,0,0,10,3
>> 1244,0.2,-0.37,14,3,1,9,1,0,0,0,1,0,0,0,10,4
>> 1249,0.29,-0.17,11,0,-2,0,4,1,0,0,0,0,0,0,8,1
>> 1249,0.44,-0.17,12,1,-1,1,1,0,1,0,0,0,0,0,8,2
>> 1249,0,-0.37,13,2,0,4,0,0,0,1,0,0,0,0,8,3
>> 1249,0,-0.09,14,3,1,9,1,0,0,0,1,0,0,0,8,4
>> 1249,0.2,-0.09,15,4,2,16,4,0,0,0,0,1,0,0,8,5
>> 1253,0.44,-0.26,11,0,-2,0,4,1,0,0,0,0,1,0,1,1
>> 1253,0.29,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,1,2
>> 1253,0.75,0.26,13,2,0,4,0,0,0,1,0,0,1,0,1,3
>> 1253,0.8,0.47,14,3,1,9,1,0,0,0,1,0,1,0,1,4
>> 1253,0.94,0.61,15,4,2,16,4,0,0,0,0,1,1,0,1,5
>> 1254,0.2,0.07,13,2,0,4,0,0,0,1,0,0,0,0,6,3
>> 1254,0.2,0.07,14,3,1,9,1,0,0,0,1,0,0,0,6,4
>> 1254,0.44,0.26,15,4,2,16,4,0,0,0,0,1,0,0,6,5
>> 1268,0.69,-0.37,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 1268,0.69,-0.37,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 1274,0.29,-0.09,12,1,-1,1,1,0,1,0,0,0,1,0,6,2
>> 1274,0.11,-0.09,13,2,0,4,0,0,0,1,0,0,1,0,6,3
>> 1274,0.29,-0.37,14,3,1,9,1,0,0,0,1,0,1,0,6,4
>> 1274,0.69,-0.09,15,4,2,16,4,0,0,0,0,1,1,0,6,5
>> 1277,0,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,7,1
>> 1277,0,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,7,2
>> 1277,0,-0.37,13,2,0,4,0,0,0,1,0,0,1,0,7,3
>> 1277,0,-0.27,14,3,1,9,1,0,0,0,1,0,1,0,7,4
>> 1277,0,-0.27,15,4,2,16,4,0,0,0,0,1,1,0,7,5
>> 1289,0,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 1289,0,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 1289,0,-0.37,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 1289,0,-0.37,14,3,1,9,1,0,0,0,1,0,1,0,4,4
>> 1289,0,-0.37,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 1304,0.51,0.56,11,0,-2,0,4,1,0,0,0,0,0,0,1,1
>> 1304,0.58,0.14,12,1,-1,1,1,0,1,0,0,0,0,0,1,2
>> 1304,0.75,0.26,13,2,0,4,0,0,0,1,0,0,0,0,1,3
>> 1304,0.44,0.32,14,3,1,9,1,0,0,0,1,0,0,0,1,4
>> 1304,0.58,-0.17,15,4,2,16,4,0,0,0,0,1,0,0,1,5
>> 1320,0,-0.37,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 1320,0.11,-0.37,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 1320,0.29,0.07,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 1320,0.44,-0.09,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 1323,0,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 1323,0.69,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 1323,0.69,-0.37,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 1323,0.69,0.2,14,3,1,9,1,0,0,0,1,0,1,0,4,4
>> 1323,0.89,0.14,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 1333,0.11,-0.17,11,0,-2,0,4,1,0,0,0,0,0,0,2,1
>> 1333,0.29,0.41,12,1,-1,1,1,0,1,0,0,0,0,0,2,2
>> 1333,0.29,-0.17,13,2,0,4,0,0,0,1,0,0,0,0,2,3
>> 1333,0.44,-0.09,14,3,1,9,1,0,0,0,1,0,0,0,2,4
>> 1333,0,-0.37,15,4,2,16,4,0,0,0,0,1,0,0,2,5
>> 1334,0.2,0.07,11,0,-2,0,4,1,0,0,0,0,1,0,2,1
>> 1334,0,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,2,2
>> 1334,0,-0.01,13,2,0,4,0,0,0,1,0,0,1,0,2,3
>> 1334,0,-0.01,14,3,1,9,1,0,0,0,1,0,1,0,2,4
>> 1334,0.11,-0.01,15,4,2,16,4,0,0,0,0,1,1,0,2,5
>> 1336,0.2,-0.09,11,0,-2,0,4,1,0,0,0,0,1,0,2,1
>> 1351,0,-0.09,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 1351,0.64,-0.17,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 1351,0.58,-0.09,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 1351,0.8,0.14,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 1351,0.69,-0.27,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 1369,0.2,-0.01,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 1369,0.11,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 1369,0.11,-0.17,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 1369,0,-0.09,14,3,1,9,1,0,0,0,1,0,1,0,4,4
>> 1369,0.11,-0.17,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 1371,0.29,-0.37,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 1371,0,-0.27,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 1371,0,-0.17,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 1385,0.11,-0.01,11,0,-2,0,4,1,0,0,0,0,1,0,7,1
>> 1385,0.2,0.07,12,1,-1,1,1,0,1,0,0,0,1,0,7,2
>> 1385,0.2,-0.09,13,2,0,4,0,0,0,1,0,0,1,0,7,3
>> 1385,0.11,-0.01,14,3,1,9,1,0,0,0,1,0,1,0,7,4
>> 1385,0.29,0.26,15,4,2,16,4,0,0,0,0,1,1,0,7,5
>> 1386,0,0.14,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 1386,0.11,-0.09,12,1,-1,1,1,0,1,0,0,0,0,0,5,2
>> 1386,0,-0.01,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 1386,0.11,-0.01,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 1386,0.2,0.14,15,4,2,16,4,0,0,0,0,1,0,0,5,5
>> 1391,0,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 1391,0,-0.37,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 1391,0,-0.27,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 1391,0,-0.37,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 1395,0.37,0.69,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 1395,0.29,-0.01,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 1395,0,-0.09,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 1395,0.11,0.07,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 1395,0.37,0.26,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 1405,0,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,2,1
>> 1409,0.37,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 1409,0.11,-0.17,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 1409,0.11,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 1409,0.44,-0.27,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 1415,0,-0.17,11,0,-2,0,4,1,0,0,0,0,1,0,6,1
>> 1415,0.2,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,6,2
>> 1415,0.69,0.14,13,2,0,4,0,0,0,1,0,0,1,0,6,3
>> 1415,0.44,-0.01,14,3,1,9,1,0,0,0,1,0,1,0,6,4
>> 1415,0.51,0.14,15,4,2,16,4,0,0,0,0,1,1,0,6,5
>> 1423,0.29,-0.09,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 1423,0.64,0.32,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 1423,0.58,0.26,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 1423,0.69,-0.09,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 1423,0.85,0.26,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 1427,0.11,-0.27,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 1427,0,-0.37,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 1427,0.58,-0.17,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 1427,0.44,-0.37,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 1428,0,-0.37,11,0,-2,0,4,1,0,0,0,0,0,0,2,1
>> 1428,0,-0.27,12,1,-1,1,1,0,1,0,0,0,0,0,2,2
>> 1428,0,-0.27,13,2,0,4,0,0,0,1,0,0,0,0,2,3
>> 1428,0.29,-0.17,14,3,1,9,1,0,0,0,1,0,0,0,2,4
>> 1428,0.2,-0.17,15,4,2,16,4,0,0,0,0,1,0,0,2,5
>> 1434,0.11,-0.27,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 1434,0.11,-0.27,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 1434,0.37,0.14,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 1434,0.58,0.37,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 1434,0.58,0.47,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 1437,0.29,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,2,1
>> 1437,0,0.14,12,1,-1,1,1,0,1,0,0,0,1,0,2,2
>> 1437,0.29,0.26,13,2,0,4,0,0,0,1,0,0,1,0,2,3
>> 1437,0.94,0.61,14,3,1,9,1,0,0,0,1,0,1,0,2,4
>> 1437,0.89,0.56,15,4,2,16,4,0,0,0,0,1,1,0,2,5
>> 1441,0.2,-0.17,11,0,-2,0,4,1,0,0,0,0,1,0,6,1
>> 1441,0,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,6,2
>> 1441,0.11,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,6,3
>> 1441,0.37,-0.09,14,3,1,9,1,0,0,0,1,0,1,0,6,4
>> 1441,0.2,-0.09,15,4,2,16,4,0,0,0,0,1,1,0,6,5
>> 1448,0.75,-0.09,11,0,-2,0,4,1,0,0,0,0,0,0,2,1
>> 1448,0.51,0.07,12,1,-1,1,1,0,1,0,0,0,0,0,2,2
>> 1448,0.8,-0.01,13,2,0,4,0,0,0,1,0,0,0,0,2,3
>> 1448,0.85,0.37,14,3,1,9,1,0,0,0,1,0,0,0,2,4
>> 1448,1.02,0.42,15,4,2,16,4,0,0,0,0,1,0,0,2,5
>> 1450,0.2,0.2,11,0,-2,0,4,1,0,0,0,0,0,0,2,1
>> 1450,0.51,0.32,12,1,-1,1,1,0,1,0,0,0,0,0,2,2
>> 1450,0.37,0.26,13,2,0,4,0,0,0,1,0,0,0,0,2,3
>> 1450,0.69,0.26,14,3,1,9,1,0,0,0,1,0,0,0,2,4
>> 1450,0.69,0.2,15,4,2,16,4,0,0,0,0,1,0,0,2,5
>> 1465,0.51,-0.01,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 1465,0.85,0.14,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 1465,0.51,-0.01,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 1465,0.64,0.14,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 1477,0.11,-0.27,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 1477,0.64,-0.01,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 1477,0.75,0.14,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 1477,0.75,-0.01,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 1477,0.44,-0.09,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 1486,0,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 1486,0,-0.37,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 1486,0.11,-0.37,14,3,1,9,1,0,0,0,1,0,1,0,4,4
>> 1486,0,-0.37,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 1496,0.11,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,10,1
>> 1496,0.51,0.42,12,1,-1,1,1,0,1,0,0,0,1,0,10,2
>> 1496,0.58,0.61,13,2,0,4,0,0,0,1,0,0,1,0,10,3
>> 1496,0.58,0.65,14,3,1,9,1,0,0,0,1,0,1,0,10,4
>> 1496,0.58,0.47,15,4,2,16,4,0,0,0,0,1,1,0,10,5
>> 1507,0.11,-0.17,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 1507,0,-0.37,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 1507,0.51,0.14,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 1507,0.51,0.32,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 1507,0.58,0.32,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 1514,0.11,0.07,11,0,-2,0,4,1,0,0,0,0,0,0,7,1
>> 1514,0,-0.37,12,1,-1,1,1,0,1,0,0,0,0,0,7,2
>> 1514,0,-0.17,13,2,0,4,0,0,0,1,0,0,0,0,7,3
>> 1514,0,-0.27,14,3,1,9,1,0,0,0,1,0,0,0,7,4
>> 1514,0,-0.17,15,4,2,16,4,0,0,0,0,1,0,0,7,5
>> 1521,0,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,3,2
>> 1521,0.37,0.14,13,2,0,4,0,0,0,1,0,0,1,0,3,3
>> 1521,0.29,0.14,14,3,1,9,1,0,0,0,1,0,1,0,3,4
>> 1521,0.58,0.26,15,4,2,16,4,0,0,0,0,1,1,0,3,5
>> 1524,0.29,-0.01,11,0,-2,0,4,1,0,0,0,0,1,0,2,1
>> 1524,0.11,-0.09,12,1,-1,1,1,0,1,0,0,0,1,0,2,2
>> 1524,0.37,0.37,13,2,0,4,0,0,0,1,0,0,1,0,2,3
>> 1524,0.2,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,2,4
>> 1524,0.37,-0.17,15,4,2,16,4,0,0,0,0,1,1,0,2,5
>> 1526,0.2,0.26,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 1526,0.51,-0.17,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 1526,0.44,0.07,14,3,1,9,1,0,0,0,1,0,1,0,4,4
>> 1526,0.29,-0.37,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 1527,0.29,-0.37,11,0,-2,0,4,1,0,0,0,0,0,0,5,1
>> 1527,0.51,-0.09,12,1,-1,1,1,0,1,0,0,0,0,0,5,2
>> 1527,0.11,-0.17,13,2,0,4,0,0,0,1,0,0,0,0,5,3
>> 1527,0.69,-0.37,14,3,1,9,1,0,0,0,1,0,0,0,5,4
>> 1538,0.11,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,5,1
>> 1538,0.29,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,5,2
>> 1538,0.29,-0.09,13,2,0,4,0,0,0,1,0,0,1,0,5,3
>> 1538,0,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,5,4
>> 1538,0.2,0.07,15,4,2,16,4,0,0,0,0,1,1,0,5,5
>> 1542,0.2,0.14,11,0,-2,0,4,1,0,0,0,0,0,0,2,1
>> 1542,0.2,0.32,12,1,-1,1,1,0,1,0,0,0,0,0,2,2
>> 1542,0.69,0.52,13,2,0,4,0,0,0,1,0,0,0,0,2,3
>> 1542,0.58,0.47,14,3,1,9,1,0,0,0,1,0,0,0,2,4
>> 1542,0.75,0.32,15,4,2,16,4,0,0,0,0,1,0,0,2,5
>> 1552,0,-0.17,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 1552,0.11,-0.01,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 1552,0.8,0.2,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 1552,0.44,0.07,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 1552,0.44,0.07,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 1572,0.11,-0.27,12,1,-1,1,1,0,1,0,0,0,1,1,2,2
>> 1572,0.2,0.14,13,2,0,4,0,0,0,1,0,0,1,1,2,3
>> 1572,0.2,-0.09,14,3,1,9,1,0,0,0,1,0,1,1,2,4
>> 1577,0.11,-0.37,11,0,-2,0,4,1,0,0,0,0,1,1,2,1
>> 1577,0,-0.37,12,1,-1,1,1,0,1,0,0,0,1,1,2,2
>> 1577,0.29,0.07,13,2,0,4,0,0,0,1,0,0,1,1,2,3
>> 1577,0.11,0.07,14,3,1,9,1,0,0,0,1,0,1,1,2,4
>> 1577,0,-0.37,15,4,2,16,4,0,0,0,0,1,1,1,2,5
>> 1581,0,-0.37,11,0,-2,0,4,1,0,0,0,0,1,1,1,1
>> 1581,0,-0.37,12,1,-1,1,1,0,1,0,0,0,1,1,1,2
>> 1581,0,-0.37,13,2,0,4,0,0,0,1,0,0,1,1,1,3
>> 1581,0,-0.37,14,3,1,9,1,0,0,0,1,0,1,1,1,4
>> 1581,0,-0.27,15,4,2,16,4,0,0,0,0,1,1,1,1,5
>> 1593,0,0.07,11,0,-2,0,4,1,0,0,0,0,0,0,3,1
>> 1593,0.11,0.07,12,1,-1,1,1,0,1,0,0,0,0,0,3,2
>> 1593,0,0.37,13,2,0,4,0,0,0,1,0,0,0,0,3,3
>> 1593,0.2,0.37,14,3,1,9,1,0,0,0,1,0,0,0,3,4
>> 1593,0.2,0.26,15,4,2,16,4,0,0,0,0,1,0,0,3,5
>> 1598,0.11,-0.17,11,0,-2,0,4,1,0,0,0,0,0,0,4,1
>> 1598,0.51,-0.17,12,1,-1,1,1,0,1,0,0,0,0,0,4,2
>> 1598,0.44,0.07,13,2,0,4,0,0,0,1,0,0,0,0,4,3
>> 1598,0.51,-0.01,14,3,1,9,1,0,0,0,1,0,0,0,4,4
>> 1598,0.58,0.07,15,4,2,16,4,0,0,0,0,1,0,0,4,5
>> 1615,0,-0.17,11,0,-2,0,4,1,0,0,0,0,1,0,5,1
>> 1615,0,-0.27,12,1,-1,1,1,0,1,0,0,0,1,0,5,2
>> 1615,0.11,-0.17,13,2,0,4,0,0,0,1,0,0,1,0,5,3
>> 1615,0.2,-0.09,14,3,1,9,1,0,0,0,1,0,1,0,5,4
>> 1615,0.44,-0.09,15,4,2,16,4,0,0,0,0,1,1,0,5,5
>> 1621,0.2,-0.09,13,2,0,4,0,0,0,1,0,0,1,0,6,3
>> 1621,0.58,-0.01,14,3,1,9,1,0,0,0,1,0,1,0,6,4
>> 1621,0.51,-0.01,15,4,2,16,4,0,0,0,0,1,1,0,6,5
>> 1641,0,-0.37,11,0,-2,0,4,1,0,0,0,0,0,1,2,1
>> 1641,0,-0.24,12,1,-1,1,1,0,1,0,0,0,0,1,2,2
>> 1641,0,-0.37,13,2,0,4,0,0,0,1,0,0,0,1,2,3
>> 1641,0,-0.17,14,3,1,9,1,0,0,0,1,0,0,1,2,4
>> 1641,0.11,-0.27,15,4,2,16,4,0,0,0,0,1,0,1,2,5
>> 1642,0,0.56,13,2,0,4,0,0,0,1,0,0,0,0,2,3
>> 1642,0,0.2,14,3,1,9,1,0,0,0,1,0,0,0,2,4
>> 1642,0,-0.37,15,4,2,16,4,0,0,0,0,1,0,0,2,5
>> 1650,0.44,-0.27,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 1650,0.51,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 1650,0.64,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 1653,0.11,0.07,11,0,-2,0,4,1,0,0,0,0,0,0,6,1
>> 1653,0.11,-0.09,12,1,-1,1,1,0,1,0,0,0,0,0,6,2
>> 1653,0.29,-0.09,13,2,0,4,0,0,0,1,0,0,0,0,6,3
>> 1653,0.44,0.26,14,3,1,9,1,0,0,0,1,0,0,0,6,4
>> 1653,0.75,0.73,15,4,2,16,4,0,0,0,0,1,0,0,6,5
>> 1677,0.2,-0.17,11,0,-2,0,4,1,0,0,0,0,1,1,2,1
>> 1677,0.37,-0.37,12,1,-1,1,1,0,1,0,0,0,1,1,2,2
>> 1677,0.29,-0.01,13,2,0,4,0,0,0,1,0,0,1,1,2,3
>> 1677,0.2,-0.17,14,3,1,9,1,0,0,0,1,0,1,1,2,4
>> 1677,0.2,-0.37,15,4,2,16,4,0,0,0,0,1,1,1,2,5
>> 1693,0,-0.09,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 1693,0.2,0.07,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 1693,0.2,-0.09,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 1693,0.2,-0.01,14,3,1,9,1,0,0,0,1,0,1,0,4,4
>> 1693,0.2,-0.01,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 1696,0.11,-0.37,11,0,-2,0,4,1,0,0,0,0,1,0,4,1
>> 1696,0.11,0.07,12,1,-1,1,1,0,1,0,0,0,1,0,4,2
>> 1696,0,-0.17,13,2,0,4,0,0,0,1,0,0,1,0,4,3
>> 1696,0,-0.17,14,3,1,9,1,0,0,0,1,0,1,0,4,4
>> 1696,0,0.07,15,4,2,16,4,0,0,0,0,1,1,0,4,5
>> 1708,0,-0.37,12,1,-1,1,1,0,1,0,0,0,1,0,1,2
>> 1708,0.44,-0.37,13,2,0,4,0,0,0,1,0,0,1,0,1,3
>> 1708,0.29,-0.37,14,3,1,9,1,0,0,0,1,0,1,0,1,4
>> 1708,0.29,-0.37,15,4,2,16,4,0,0,0,0,1,1,0,1,5
>> 1720,0.2,-0.09,11,0,-2,0,4,1,0,0,0,0,1,0,2,1
>> 1720,0,-0.17,12,1,-1,1,1,0,1,0,0,0,1,0,2,2
>> 1720,0,-0.27,13,2,0,4,0,0,0,1,0,0,1,0,2,3
>> 1720,0,-0.37,14,3,1,9,1,0,0,0,1,0,1,0,2,4
>> 1720,0,-0.27,15,4,2,16,4,0,0,0,0,1,1,0,2,5
>
>> _______________________________________________
>> R-sig-mixed-models at r-project.org mailing list
>> https://stat.ethz.ch/mailman/listinfo/r-sig-mixed-models
>
>
--
Sebastián Daza
sebastian.daza at gmail.com
More information about the R-sig-mixed-models
mailing list