hw5
javza03
2 апреля 2019 г
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rm(list=ls())
#install.packages("quantmod")
library(quantmod)## Loading required package: xts## Loading required package: zoo##
## Attaching package: 'zoo'## The following objects are masked from 'package:base':
##
## as.Date, as.Date.numeric## Loading required package: TTR## Version 0.4-0 included new data defaults. See ?getSymbols.getSymbols("ABB", auto.assign = TRUE)## 'getSymbols' currently uses auto.assign=TRUE by default, but will
## use auto.assign=FALSE in 0.5-0. You will still be able to use
## 'loadSymbols' to automatically load data. getOption("getSymbols.env")
## and getOption("getSymbols.auto.assign") will still be checked for
## alternate defaults.
##
## This message is shown once per session and may be disabled by setting
## options("getSymbols.warning4.0"=FALSE). See ?getSymbols for details.## [1] "ABB"tickers = c("ABB", "ROK", "MIELY")
getSymbols(tickers, from = "2007-01-01", auto.assign = TRUE)## [1] "ABB" "ROK" "MIELY"data = new.env()
getSymbols(tickers, from = "2010-01-01", env = data , auto.assign = TRUE)## [1] "ABB" "ROK" "MIELY"ls(data)## [1] "ABB" "MIELY" "ROK"names(data)## [1] "ROK" "MIELY" "ABB" ".getSymbols"head(data$MIELY)## MIELY.Open MIELY.High MIELY.Low MIELY.Close MIELY.Volume
## 2010-01-04 15.20 15.20 15.14 15.14 2000
## 2010-01-05 15.14 15.14 15.14 15.14 0
## 2010-01-06 15.29 15.30 15.29 15.30 1500
## 2010-01-07 15.30 15.30 15.30 15.30 0
## 2010-01-08 15.30 15.30 15.30 15.30 0
## 2010-01-11 15.65 15.65 15.65 15.65 500
## MIELY.Adjusted
## 2010-01-04 12.94145
## 2010-01-05 12.94145
## 2010-01-06 13.07822
## 2010-01-07 13.07822
## 2010-01-08 13.07822
## 2010-01-11 13.37739ABB2007_2018=ABB['2007/2018']
ROK2007_2018=ROK['2007/2018']
MIELY2007_2018=MIELY['2007/2018']
firm3<-merge(Ad(ABB), Ad(ROK), Ad(MIELY))
head(firm3)## ABB.Adjusted ROK.Adjusted MIELY.Adjusted
## 2007-01-03 12.54934 45.85376 13.56393
## 2007-01-04 12.14793 45.26675 14.04969
## 2007-01-05 11.92258 45.00336 14.04969
## 2007-01-08 12.11272 45.14634 14.04969
## 2007-01-09 12.07047 45.10871 13.56393
## 2007-01-10 12.08455 45.15388 13.37710colnames(firm3)<-c("ABB", "ROK", "MIELY")
head(firm3)## ABB ROK MIELY
## 2007-01-03 12.54934 45.85376 13.56393
## 2007-01-04 12.14793 45.26675 14.04969
## 2007-01-05 11.92258 45.00336 14.04969
## 2007-01-08 12.11272 45.14634 14.04969
## 2007-01-09 12.07047 45.10871 13.56393
## 2007-01-10 12.08455 45.15388 13.37710#install.packages("magrittr")
library(magrittr)
simple_returns02<-function(x) {
na.omit(x/lag(x) - 1)
}
#install.packages("PMwR")
library(PMwR)
firm3.day<-returns(firm3, pad=0)
head(firm3.day)## ABB ROK MIELY
## 2007-01-03 0.000000000 0.0000000000 0.00000000
## 2007-01-04 -0.031986455 -0.0128016122 0.03581277
## 2007-01-05 -0.018550726 -0.0058186854 0.00000000
## 2007-01-08 0.015947973 0.0031770516 0.00000000
## 2007-01-09 -0.003488398 -0.0008333788 -0.03457456
## 2007-01-10 0.001166815 0.0010011813 -0.01377403firm3.mon1<-returns(firm3, period = "month")
head(firm3.mon1)## [1] -0.0005613043 -0.0617628395 0.0281269388 0.1618158042 0.0860956476
## [6] 0.0526317479firm3.mon1## ABB ROK MIELY
## 2007-01-31 -0.1 0.5 -0.4
## 2007-02-28 -6.2 1.8 12.8
## 2007-03-30 2.8 -3.5 -0.5
## 2007-04-30 16.2 -0.6 -3.2
## 2007-05-31 8.6 14.8 -5.9
## 2007-06-29 5.3 2.0 3.2
## 2007-07-31 6.5 0.8 14.3
## 2007-08-31 2.5 1.1 11.1
## 2007-09-28 6.4 -1.3 5.1
## 2007-10-31 15.2 -0.9 -4.4
## 2007-11-30 -2.8 -1.0 -4.0
## 2007-12-31 -2.0 1.6 -6.2
## 2008-01-31 -13.1 -17.5 -17.2
## 2008-02-29 0.1 -3.4 9.5
## 2008-03-31 7.5 5.0 -10.2
## 2008-04-30 13.9 -5.6 9.1
## 2008-05-30 5.9 8.5 15.5
## 2008-06-30 -12.8 -25.3 2.6
## 2008-07-31 -5.9 1.8 -5.7
## 2008-08-29 -6.3 6.7 -15.9
## 2008-09-30 -21.0 -20.9 -20.1
## 2008-10-31 -32.2 -25.9 -9.2
## 2008-11-28 -1.7 13.9 -11.4
## 2008-12-31 16.1 3.5 18.5
## 2009-01-30 -13.1 -19.2 -26.6
## 2009-02-27 -7.7 -21.9 -12.8
## 2009-03-31 15.7 8.7 14.0
## 2009-04-30 2.0 44.6 17.9
## 2009-05-29 15.8 -1.9 9.4
## 2009-06-30 -4.1 4.7 3.3
## 2009-07-31 18.9 28.9 23.4
## 2009-08-31 4.9 1.8 1.2
## 2009-09-30 4.5 1.8 2.8
## 2009-10-30 -7.5 -3.9 1.9
## 2009-11-30 -0.9 6.9 -9.5
## 2009-12-31 4.0 8.0 6.2
## 2010-01-29 -5.6 2.7 7.4
## 2010-02-26 12.4 12.8 1.9
## 2010-03-31 7.8 4.2 14.7
## 2010-04-30 -12.3 7.7 -7.0
## 2010-05-28 -11.2 -11.6 -6.4
## 2010-06-30 1.6 -8.1 -2.6
## 2010-07-30 19.8 10.3 2.9
## 2010-08-31 -4.0 -4.9 -2.1
## 2010-09-30 9.0 20.7 11.4
## 2010-10-29 -2.0 1.0 10.3
## 2010-11-30 -6.4 6.6 6.4
## 2010-12-31 16.0 8.5 4.1
## 2011-01-31 5.4 13.0 4.4
## 2011-02-28 3.5 8.7 7.6
## 2011-03-31 -1.3 7.9 2.4
## 2011-04-29 13.6 -7.9 -8.8
## 2011-05-31 0.4 -4.2 4.3
## 2011-06-30 -3.5 4.4 0.1
## 2011-07-29 -7.7 -17.3 4.3
## 2011-08-31 -11.2 -10.0 -15.1
## 2011-09-30 -19.7 -12.7 -11.2
## 2011-10-31 10.1 20.8 7.1
## 2011-11-30 0.9 11.5 -1.4
## 2011-12-30 -0.7 -2.2 2.2
## 2012-01-31 10.6 6.1 -7.3
## 2012-02-29 -1.6 3.3 2.6
## 2012-03-30 -0.4 -0.4 -2.4
## 2012-04-30 -7.5 -3.0 -1.0
## 2012-05-31 -12.9 -5.7 -12.8
## 2012-06-29 3.2 -8.9 7.0
## 2012-07-31 6.3 2.0 -4.4
## 2012-08-31 -0.2 7.7 5.7
## 2012-09-28 8.0 -3.5 -10.6
## 2012-10-31 -3.4 2.2 2.1
## 2012-11-30 7.5 12.2 4.7
## 2012-12-31 7.1 6.0 8.2
## 2013-01-31 3.0 6.2 -3.4
## 2013-02-28 6.1 1.8 -0.2
## 2013-03-28 0.2 -4.4 0.1
## 2013-04-30 2.4 -1.8 15.9
## 2013-05-31 -3.5 4.4 0.9
## 2013-06-28 -0.6 -5.5 -2.3
## 2013-07-31 1.8 16.5 4.0
## 2013-08-30 -2.9 0.9 2.4
## 2013-09-30 10.2 10.0 5.9
## 2013-10-31 8.0 3.2 3.7
## 2013-11-29 0.3 3.4 6.3
## 2013-12-31 4.0 4.0 8.3
## 2014-01-31 -6.5 -2.8 -9.5
## 2014-02-28 2.6 7.5 4.1
## 2014-03-31 1.2 1.4 -4.8
## 2014-04-30 -7.3 -4.3 0.8
## 2014-05-30 2.5 2.1 2.6
## 2014-06-30 -3.0 3.4 5.6
## 2014-07-31 -0.1 -10.8 7.2
## 2014-08-29 -1.0 5.0 -5.7
## 2014-09-30 -1.6 -5.8 7.2
## 2014-10-31 -2.1 2.2 -2.7
## 2014-11-28 2.2 3.3 -7.3
## 2014-12-31 -5.7 -3.6 -0.3
## 2015-01-30 -9.5 -2.1 -3.3
## 2015-02-27 11.8 8.1 1.4
## 2015-03-31 -1.0 -0.9 3.0
## 2015-04-30 2.8 2.3 8.9
## 2015-05-29 3.1 4.2 5.2
## 2015-06-30 -4.4 1.4 -5.2
## 2015-07-31 -2.0 -6.3 -16.6
## 2015-08-31 -4.8 -3.7 -7.6
## 2015-09-30 -8.5 -9.3 -7.4
## 2015-10-30 6.8 7.6 14.9
## 2015-11-30 -0.3 -1.8 5.2
## 2015-12-31 -5.8 -3.6 -5.2
## 2016-01-29 -2.4 -6.9 -11.7
## 2016-02-29 2.9 9.7 10.5
## 2016-03-31 9.1 9.3 3.8
## 2016-04-29 8.7 -0.2 0.3
## 2016-05-31 -1.6 2.9 13.8
## 2016-06-30 -4.6 -1.1 -1.3
## 2016-07-29 11.5 -0.4 -1.7
## 2016-08-31 2.0 2.0 12.4
## 2016-09-30 3.9 5.5 -2.0
## 2016-10-31 -8.3 -2.1 7.2
## 2016-11-30 -1.1 12.4 3.1
## 2016-12-30 3.1 0.5 -1.0
## 2017-01-31 13.1 10.1 9.1
## 2017-02-28 -5.3 2.6 -3.4
## 2017-03-31 3.8 3.1 -0.5
## 2017-04-28 8.8 1.1 -0.7
## 2017-05-31 2.2 1.4 -3.1
## 2017-06-30 -0.9 2.0 4.4
## 2017-07-31 -5.6 1.9 7.4
## 2017-08-31 -1.4 -0.1 -4.2
## 2017-09-29 6.8 8.6 6.1
## 2017-10-31 5.6 12.7 9.4
## 2017-11-30 -1.5 -3.4 -3.0
## 2017-12-29 4.2 1.7 0.2
## 2018-01-31 3.9 0.5 10.6
## 2018-02-28 -12.8 -7.9 -8.2
## 2018-03-29 -2.3 -3.7 -2.6
## 2018-04-30 1.6 -5.6 -5.2
## 2018-05-31 -2.3 7.2 -7.5
## 2018-06-29 -4.3 -5.2 -7.4
## 2018-07-31 5.7 12.8 3.0
## 2018-08-31 2.1 -3.0 -0.5
## 2018-09-28 0.5 3.6 2.6
## 2018-10-31 -15.1 -12.2 -7.9
## 2018-11-30 1.1 6.4 4.5
## 2018-12-31 -6.3 -13.7 -16.6
## 2019-01-31 0.7 12.7 14.1
## 2019-02-28 2.9 5.9 -0.1
## 2019-03-29 -4.3 -1.7 2.6
## 2019-04-03 4.0 4.7 7.2head(merge(firm3, firm3.day))## ABB ROK MIELY ABB.1 ROK.1
## 2007-01-03 12.54934 45.85376 13.56393 0.000000000 0.0000000000
## 2007-01-04 12.14793 45.26675 14.04969 -0.031986455 -0.0128016122
## 2007-01-05 11.92258 45.00336 14.04969 -0.018550726 -0.0058186854
## 2007-01-08 12.11272 45.14634 14.04969 0.015947973 0.0031770516
## 2007-01-09 12.07047 45.10871 13.56393 -0.003488398 -0.0008333788
## 2007-01-10 12.08455 45.15388 13.37710 0.001166815 0.0010011813
## MIELY.1
## 2007-01-03 0.00000000
## 2007-01-04 0.03581277
## 2007-01-05 0.00000000
## 2007-01-08 0.00000000
## 2007-01-09 -0.03457456
## 2007-01-10 -0.01377403cum.ret<-cumprod(1+firm3.day)
head(cum.ret)## ABB ROK MIELY
## 2007-01-03 1.0000000 1.0000000 1.000000
## 2007-01-04 0.9680135 0.9871984 1.035813
## 2007-01-05 0.9500562 0.9814542 1.035813
## 2007-01-08 0.9652077 0.9845723 1.035813
## 2007-01-09 0.9618406 0.9837518 1.000000
## 2007-01-10 0.9629629 0.9847367 0.986226tail(cum.ret)## ABB ROK MIELY
## 2019-03-27 1.484540 3.730120 1.914636
## 2019-03-28 1.487727 3.791183 1.907264
## 2019-03-29 1.503664 3.826513 1.896943
## 2019-04-01 1.525179 3.945369 1.969193
## 2019-04-02 1.534742 3.970667 2.010479
## 2019-04-03 1.564536 4.004688 2.034439firm3.day<-returns(firm3, pad=0)
head(firm3.day)## ABB ROK MIELY
## 2007-01-03 0.000000000 0.0000000000 0.00000000
## 2007-01-04 -0.031986455 -0.0128016122 0.03581277
## 2007-01-05 -0.018550726 -0.0058186854 0.00000000
## 2007-01-08 0.015947973 0.0031770516 0.00000000
## 2007-01-09 -0.003488398 -0.0008333788 -0.03457456
## 2007-01-10 0.001166815 0.0010011813 -0.01377403firm3.mon1<-returns(firm3, period = "daily")
head(firm3.mon1)## [1] -0.031986455 -0.018550726 0.015947973 -0.003488398 0.001166815
## [6] 0.002331075firm3.mon1## ABB ROK MIELY
## [1,] -3.198646e-02 -1.280161e-02 0.0358127717
## [2,] -1.855073e-02 -5.818685e-03 0.0000000000
## [3,] 1.594797e-02 3.177052e-03 0.0000000000
## [4,] -3.488398e-03 -8.333788e-04 -0.0345745608
## [5,] 1.166815e-03 1.001181e-03 -0.0137740295
## [6,] 2.331075e-03 1.199968e-02 -0.0050278453
## [7,] 3.023251e-02 7.575766e-03 0.0000000000
## [8,] -1.354404e-02 -1.471052e-03 0.0067377198
## [9,] 1.487428e-02 1.375059e-02 -0.0066926268
## [10,] 2.818457e-03 -1.776304e-03 0.0000000000
## [11,] -1.798756e-02 1.035252e-02 0.0005613890
## [12,] -1.144855e-03 -1.536990e-02 0.0134680291
## [13,] 1.833795e-02 2.438997e-02 0.0077518357
## [14,] 7.878454e-03 -3.968227e-02 -0.0082417869
## [15,] -1.507541e-02 -4.082633e-02 0.0000000000
## [16,] -9.636967e-03 5.169388e-03 0.0000000000
## [17,] -3.434485e-03 1.577251e-02 0.0000000000
## [18,] 2.182648e-02 1.805916e-02 -0.0066480597
## [19,] 1.124023e-03 1.475452e-02 0.0083658208
## [20,] 1.179138e-02 1.617405e-02 0.0000000000
## [21,] 1.054389e-02 -1.607793e-03 0.0000000000
## [22,] -7.688244e-03 -2.093539e-03 0.0000000000
## [23,] 1.770891e-02 7.261664e-03 0.0259956985
## [24,] 1.794452e-02 1.201569e-02 0.0000000000
## [25,] -1.282053e-02 3.640593e-03 0.0134770131
## [26,] 3.246932e-03 -5.362589e-03 0.0207446511
## [27,] -1.024816e-02 9.038951e-03 -0.0151121075
## [28,] 1.089914e-02 1.555858e-02 0.0000000000
## [29,] 3.126675e-02 8.356612e-03 0.0000000000
## [30,] -3.397803e-02 3.853511e-03 0.0608468663
## [31,] -2.002146e-02 -7.217050e-03 0.0000000000
## [32,] -3.865192e-03 2.165526e-03 0.0000000000
## [33,] -1.219534e-02 -5.710826e-03 -0.0144641044
## [34,] 5.611449e-03 5.433196e-03 0.0131581478
## [35,] -3.905699e-03 -7.102558e-03 0.0000000000
## [36,] 1.680366e-03 -1.259491e-02 -0.0034968578
## [37,] -8.389269e-02 -3.212591e-02 0.0225564041
## [38,] 2.014667e-02 9.599761e-03 0.0000000000
## [39,] -7.779802e-03 3.223084e-04 -0.0196076065
## [40,] -3.618931e-03 -2.062167e-02 0.0000000000
## [41,] -3.389833e-02 -1.649514e-04 0.0000000000
## [42,] 1.754414e-02 1.382023e-02 -0.0165000678
## [43,] 6.157564e-03 -1.882480e-02 -0.0111844557
## [44,] 3.549560e-02 8.931470e-03 0.0128532603
## [45,] -4.137035e-03 6.393590e-03 0.0000000000
## [46,] 1.305637e-02 -2.443452e-03 0.0000000000
## [47,] -2.343290e-02 -2.204433e-02 0.0000000000
## [48,] -4.199248e-03 9.684251e-03 -0.0126901505
## [49,] 9.036127e-03 -7.110913e-03 0.0000000000
## [50,] 5.969912e-04 0.000000e+00 0.0000000000
## [51,] 1.372320e-02 1.598928e-02 0.0000000000
## [52,] 2.943125e-03 4.918410e-03 0.0000000000
## [53,] 3.286354e-02 1.386589e-02 0.0431877060
## [54,] -3.977034e-03 -1.029751e-02 -0.0118284329
## [55,] 2.281630e-03 3.251165e-04 0.0000000000
## [56,] -5.122406e-03 -4.875850e-03 0.0124685561
## [57,] -1.258564e-02 -7.185661e-03 0.0000000000
## [58,] -1.854022e-02 -6.251224e-03 0.0000000000
## [59,] 1.416793e-02 -5.628277e-03 0.0000000000
## [60,] 0.000000e+00 -3.329498e-03 0.0000000000
## [61,] 5.820572e-03 1.803906e-02 -0.0147781784
## [62,] 1.736108e-02 7.875334e-03 0.0299996976
## [63,] 2.389080e-02 1.628001e-03 0.0000000000
## [64,] -5.555414e-03 -5.623269e-02 0.0000000000
## [65,] -2.234706e-03 1.549794e-03 0.0000000000
## [66,] 1.007854e-02 -1.203644e-03 0.0000000000
## [67,] -1.219534e-02 -6.369412e-03 0.0000000000
## [68,] 1.122346e-02 1.004868e-02 0.0048545379
## [69,] 3.329501e-03 -1.046313e-02 0.0000000000
## [70,] 1.880543e-02 1.577366e-02 0.0159421612
## [71,] -1.194337e-02 1.587056e-02 -0.0204472727
## [72,] 7.692078e-03 2.015669e-03 0.0000000000
## [73,] 7.088204e-03 -2.212933e-02 0.0000000000
## [74,] 1.461857e-02 4.114524e-03 0.0000000000
## [75,] 8.537849e-03 2.304978e-02 0.0000000000
## [76,] -7.936717e-03 -1.351832e-02 0.0000000000
## [77,] 3.840007e-02 1.387288e-02 -0.0097086862
## [78,] 4.262974e-02 -1.351607e-02 0.0000000000
## [79,] -4.925912e-04 1.877544e-02 -0.0367647705
## [80,] -1.626429e-02 -1.145600e-02 0.0005092981
## [81,] 2.004071e-03 2.049018e-02 0.0000000000
## [82,] 1.650005e-02 1.316684e-02 0.0000000000
## [83,] -4.693386e-03 -1.626518e-04 0.0000000000
## [84,] -1.497008e-03 2.323331e-02 0.0000000000
## [85,] 7.995823e-03 6.350980e-04 0.0000000000
## [86,] -2.181458e-02 6.981791e-03 -0.0539168053
## [87,] 5.068382e-03 1.213356e-02 0.0043010805
## [88,] -1.361568e-02 -1.094764e-02 0.0000000000
## [89,] 1.687133e-02 1.834291e-02 -0.0315844955
## [90,] 4.021890e-03 -1.459640e-02 0.0000000000
## [91,] 1.502537e-03 6.303745e-04 -0.0105030707
## [92,] 1.250004e-02 5.826725e-03 -0.0189945475
## [93,] -7.407484e-03 -1.252408e-03 -0.0148062830
## [94,] 1.542265e-02 9.405358e-04 0.0184972867
## [95,] -1.469732e-03 6.891001e-03 0.0000000000
## [96,] 2.109910e-02 6.221543e-04 0.0000000000
## [97,] 2.066319e-02 2.673723e-02 0.0136207474
## [98,] -1.930320e-02 -7.572242e-04 0.0268758060
## [99,] 9.121425e-03 3.636609e-03 0.0087238177
## [100,] 8.087590e-03 6.793681e-03 0.0000000000
## [101,] 1.887773e-03 1.679350e-02 0.0000000000
## [102,] 1.130464e-02 3.539773e-03 0.0000000000
## [103,] 1.257557e-02 3.673666e-03 0.0000000000
## [104,] 1.195958e-02 4.099714e-03 0.0124326118
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## [1858,] 1.696411e-03 5.802727e-03 0.0306024962
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## [1861,] 8.384090e-04 8.494195e-03 0.0000000000
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## [1888,] 3.924871e-03 7.504815e-03 -0.0070231020
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## [1890,] -3.488998e-03 -9.341329e-03 0.0003979645
## [1891,] 7.439826e-03 3.948936e-03 0.0083531452
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## [1901,] 1.536490e-02 -2.602409e-03 0.0132475855
## [1902,] 9.247460e-03 1.629742e-04 0.0018676752
## [1903,] -7.080336e-03 3.261253e-03 -0.0007456121
## [1904,] 6.711299e-03 -5.607174e-03 -0.0059701649
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## [1909,] 0.000000e+00 1.183220e-02 0.0011469283
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## [1913,] 8.980686e-03 1.434329e-02 0.0051791981
## [1914,] 2.670215e-03 5.126120e-03 0.0091160800
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## [1916,] 3.117992e-03 8.299411e-03 0.0177306183
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## [1918,] -1.324497e-03 -4.529365e-03 -0.0110984987
## [1919,] -4.420506e-04 1.207471e-02 0.0019351913
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## [1924,] 6.159370e-03 7.728610e-03 0.0149782087
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## [1926,] -3.918036e-03 8.594272e-05 -0.0172076668
## [1927,] -3.059494e-03 0.000000e+00 -0.0091524420
## [1928,] -1.753677e-03 2.062486e-03 0.0024095789
## [1929,] 8.783482e-03 4.887976e-03 0.0376603792
## [1930,] 1.523728e-02 -5.888353e-03 0.0003860062
## [1931,] -9.005106e-03 4.206494e-03 -0.0084908470
## [1932,] -4.326778e-04 1.795109e-03 -0.0116778322
## [1933,] -8.225188e-03 -5.290474e-03 0.0244190209
## [1934,] 7.420240e-03 -5.490491e-03 0.0076894556
## [1935,] -3.466123e-03 -9.487049e-04 0.0103014912
## [1936,] -3.478178e-03 2.935609e-03 -0.0245467563
## [1937,] -1.308996e-03 -6.542797e-03 -0.0077429963
## [1938,] -3.931932e-03 7.799574e-04 0.0007802734
## [1939,] 1.271943e-02 6.926914e-03 0.0097466462
## [1940,] -3.031719e-03 -1.289917e-03 -0.0081081183
## [1941,] 2.606418e-03 1.360436e-02 0.0120667806
## [1942,] -3.466123e-03 -5.011947e-03 0.0103846544
## [1943,] 4.348477e-04 -1.818488e-02 -0.0110391025
## [1944,] -1.738434e-03 -6.347821e-03 0.0015396920
## [1945,] -7.401059e-03 -8.488618e-03 0.0057647794
## [1946,] -1.052622e-02 -1.597546e-02 0.0119479852
## [1947,] 5.762301e-03 1.210893e-02 0.0174706484
## [1948,] -7.492136e-03 -1.205261e-02 0.0082119232
## [1949,] -4.884560e-03 -1.435222e-02 -0.0148092457
## [1950,] -1.294058e-02 -4.459612e-03 -0.0270574148
## [1951,] -9.493733e-03 4.572655e-04 -0.0139050022
## [1952,] -1.277962e-02 7.858207e-03 0.0082254367
## [1953,] 1.479440e-02 -1.341789e-02 0.0019426391
## [1954,] -2.050110e-02 -2.701718e-02 -0.0213262042
## [1955,] 5.581370e-03 2.058918e-02 -0.0039618563
## [1956,] -3.376522e-02 -4.728846e-02 -0.0417661497
## [1957,] -2.345612e-02 -2.360379e-02 -0.0269820630
## [1958,] 4.901561e-04 -1.910054e-02 -0.0140785416
## [1959,] 6.369474e-03 2.403656e-02 0.0164430124
## [1960,] -3.408044e-03 -1.881813e-03 -0.0110686807
## [1961,] -4.885139e-03 2.321901e-02 0.0176497226
## [1962,] 3.436487e-03 1.987955e-02 -0.0025380750
## [1963,] 9.784616e-03 -4.751406e-04 0.0351994306
## [1964,] 1.598825e-02 3.652941e-02 -0.0143385036
## [1965,] 5.722547e-03 -3.515056e-02 0.0112220308
## [1966,] 1.422485e-02 2.416074e-02 0.0123305195
## [1967,] 1.870205e-03 1.523179e-02 0.0097442726
## [1968,] -8.399671e-03 -1.253340e-02 -0.0116607463
## [1969,] 2.447066e-02 2.723752e-02 -0.0056957256
## [1970,] -9.187002e-03 -1.497112e-02 0.0167757659
## [1971,] 7.417695e-03 9.430492e-03 -0.0016096312
## [1972,] 9.664123e-03 1.904755e-02 0.0439340008
## [1973,] -5.925400e-03 -1.344011e-02 0.0096524322
## [1974,] -5.960455e-03 -1.434502e-02 -0.0191203902
## [1975,] 1.983399e-02 8.970365e-03 -0.0085771518
## [1976,] 3.618239e-03 1.397069e-02 -0.0149428615
## [1977,] -1.802623e-03 4.652400e-03 -0.0115769574
## [1978,] 1.083522e-02 4.096647e-03 0.0000000000
## [1979,] 4.465916e-04 9.755404e-04 0.0149436493
## [1980,] -5.357016e-03 -3.721505e-03 -0.0155193861
## [1981,] -9.425607e-03 -3.247150e-02 -0.0004043731
## [1982,] 1.087449e-02 1.812131e-02 -0.0097047398
## [1983,] -1.344579e-03 5.448796e-04 -0.0142913994
## [1984,] 1.570907e-02 6.443859e-03 0.0074563338
## [1985,] -1.767523e-03 -6.312405e-03 -0.0082235479
## [1986,] 0.000000e+00 1.542662e-03 -0.0037312809
## [1987,] 7.525454e-03 2.972097e-02 -0.0083230167
## [1988,] 8.348009e-03 5.455785e-03 0.0012590792
## [1989,] 3.049961e-03 4.813730e-03 0.0054483118
## [1990,] -5.647205e-03 -1.393775e-03 0.0045852580
## [1991,] -2.053298e-02 6.628968e-03 -0.0041494890
## [1992,] -1.248881e-02 -3.283958e-02 0.0041667790
## [1993,] -7.678515e-03 3.646319e-02 0.0132779670
## [1994,] 5.917204e-03 1.936200e-02 -0.0012285699
## [1995,] -3.167372e-03 -1.382180e-02 -0.0028700703
## [1996,] -1.316395e-02 -1.728284e-02 0.0205592729
## [1997,] -8.279580e-03 -2.301161e-02 -0.0056405625
## [1998,] 2.319135e-03 -5.373450e-03 0.0105348468
## [1999,] -1.897270e-02 -3.772757e-02 -0.0260624647
## [2000,] -5.660352e-03 1.872597e-04 -0.0004116403
## [2001,] -1.707789e-02 -1.955256e-02 -0.0107084461
## [2002,] -1.061768e-02 -1.354981e-02 -0.0353873092
## [2003,] 1.121950e-02 1.402600e-02 0.0086319900
## [2004,] 5.788742e-03 2.957153e-02 0.0286691259
## [2005,] 1.774569e-02 3.252118e-02 0.0112312752
## [2006,] 8.953796e-03 3.140625e-03 0.0086383212
## [2007,] 9.343909e-04 5.367360e-03 -0.0044860150
## [2008,] 6.532688e-03 8.007676e-03 0.0032772460
## [2009,] 1.391029e-03 -3.177625e-03 -0.0008165574
## [2010,] 3.703508e-03 7.082309e-04 0.0118511376
## [2011,] -5.535031e-03 7.081673e-04 -0.0080774984
## [2012,] -7.421189e-03 -6.543526e-03 -0.0223940748
## [2013,] -1.168232e-02 -1.023587e-02 -0.0037486024
## [2014,] -3.309533e-03 -1.439012e-03 -0.0004179622
## [2015,] -3.320692e-02 -3.359125e-02 -0.0125469339
## [2016,] -1.373903e-02 -1.146201e-02 -0.0067768144
## [2017,] -2.487360e-03 1.696800e-03 0.0093815062
## [2018,] 1.296745e-02 2.945578e-02 0.0084497884
## [2019,] -1.083202e-02 -1.718610e-02 -0.0171765848
## [2020,] -1.493279e-02 -1.404523e-02 -0.0021312519
## [2021,] -7.074404e-03 -1.433957e-02 -0.0029901719
## [2022,] -7.633437e-03 3.732832e-03 -0.0154241876
## [2023,] 3.179483e-02 -6.674366e-04 0.0017407099
## [2024,] -1.093436e-02 -1.049642e-03 0.0217202590
## [2025,] -1.457284e-02 7.259224e-03 -0.0051019092
## [2026,] 8.669047e-03 8.914324e-03 -0.0132480124
## [2027,] 1.162783e-02 2.002057e-02 0.0151581070
## [2028,] -1.049476e-02 -1.529642e-02 0.0008531351
## [2029,] 2.020154e-03 3.649539e-03 0.0080988964
## [2030,] -8.064558e-03 -9.349274e-05 0.0004228720
## [2031,] -1.524389e-02 1.230880e-02 -0.0215553768
## [2032,] 5.160732e-04 1.344888e-02 0.0095033638
## [2033,] -1.289315e-02 -9.998108e-03 -0.0106975756
## [2034,] 2.142087e-02 2.726783e-02 0.0216263609
## [2035,] 2.046053e-02 2.180704e-02 -0.0254022375
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## attr(,"t")
## [1] "2007-01-04" "2007-01-05" "2007-01-08" "2007-01-09" "2007-01-10"
## [6] "2007-01-11" "2007-01-12" "2007-01-16" "2007-01-17" "2007-01-18"
## [11] "2007-01-19" "2007-01-22" "2007-01-23" "2007-01-24" "2007-01-25"
## [16] "2007-01-26" "2007-01-29" "2007-01-30" "2007-01-31" "2007-02-01"
## [21] "2007-02-02" "2007-02-05" "2007-02-06" "2007-02-07" "2007-02-08"
## [26] "2007-02-09" "2007-02-12" "2007-02-13" "2007-02-14" "2007-02-15"
## [31] "2007-02-16" "2007-02-20" "2007-02-21" "2007-02-22" "2007-02-23"
## [36] "2007-02-26" "2007-02-27" "2007-02-28" "2007-03-01" "2007-03-02"
## [41] "2007-03-05" "2007-03-06" "2007-03-07" "2007-03-08" "2007-03-09"
## [46] "2007-03-12" "2007-03-13" "2007-03-14" "2007-03-15" "2007-03-16"
## [51] "2007-03-19" "2007-03-20" "2007-03-21" "2007-03-22" "2007-03-23"
## [56] "2007-03-26" "2007-03-27" "2007-03-28" "2007-03-29" "2007-03-30"
## [61] "2007-04-02" "2007-04-03" "2007-04-04" "2007-04-05" "2007-04-09"
## [66] "2007-04-10" "2007-04-11" "2007-04-12" "2007-04-13" "2007-04-16"
## [71] "2007-04-17" "2007-04-18" "2007-04-19" "2007-04-20" "2007-04-23"
## [76] "2007-04-24" "2007-04-25" "2007-04-26" "2007-04-27" "2007-04-30"
## [81] "2007-05-01" "2007-05-02" "2007-05-03" "2007-05-04" "2007-05-07"
## [86] "2007-05-08" "2007-05-09" "2007-05-10" "2007-05-11" "2007-05-14"
## [91] "2007-05-15" "2007-05-16" "2007-05-17" "2007-05-18" "2007-05-21"
## [96] "2007-05-22" "2007-05-23" "2007-05-24" "2007-05-25" "2007-05-29"
## [101] "2007-05-30" "2007-05-31" "2007-06-01" "2007-06-04" "2007-06-05"
## [106] "2007-06-06" "2007-06-07" "2007-06-08" "2007-06-11" "2007-06-12"
## [111] "2007-06-13" "2007-06-14" "2007-06-15" "2007-06-18" "2007-06-19"
## [116] "2007-06-20" "2007-06-21" "2007-06-22" "2007-06-25" "2007-06-26"
## [121] "2007-06-27" "2007-06-28" "2007-06-29" "2007-07-02" "2007-07-03"
## [126] "2007-07-05" "2007-07-06" "2007-07-09" "2007-07-10" "2007-07-11"
## [131] "2007-07-12" "2007-07-13" "2007-07-16" "2007-07-17" "2007-07-18"
## [136] "2007-07-19" "2007-07-20" "2007-07-23" "2007-07-24" "2007-07-25"
## [141] "2007-07-26" "2007-07-27" "2007-07-30" "2007-07-31" "2007-08-01"
## [146] "2007-08-02" "2007-08-03" "2007-08-06" "2007-08-07" "2007-08-08"
## [151] "2007-08-09" "2007-08-10" "2007-08-13" "2007-08-14" "2007-08-15"
## [156] "2007-08-16" "2007-08-17" "2007-08-20" "2007-08-21" "2007-08-22"
## [161] "2007-08-23" "2007-08-24" "2007-08-27" "2007-08-28" "2007-08-29"
## [166] "2007-08-30" "2007-08-31" "2007-09-04" "2007-09-05" "2007-09-06"
## [171] "2007-09-07" "2007-09-10" "2007-09-11" "2007-09-12" "2007-09-13"
## [176] "2007-09-14" "2007-09-17" "2007-09-18" "2007-09-19" "2007-09-20"
## [181] "2007-09-21" "2007-09-24" "2007-09-25" "2007-09-26" "2007-09-27"
## [186] "2007-09-28" "2007-10-01" "2007-10-02" "2007-10-03" "2007-10-04"
## [191] "2007-10-05" "2007-10-08" "2007-10-09" "2007-10-10" "2007-10-11"
## [196] "2007-10-12" "2007-10-15" "2007-10-16" "2007-10-17" "2007-10-18"
## [201] "2007-10-19" "2007-10-22" "2007-10-23" "2007-10-24" "2007-10-25"
## [206] "2007-10-26" "2007-10-29" "2007-10-30" "2007-10-31" "2007-11-01"
## [211] "2007-11-02" "2007-11-05" "2007-11-06" "2007-11-07" "2007-11-08"
## [216] "2007-11-09" "2007-11-12" "2007-11-13" "2007-11-14" "2007-11-15"
## [221] "2007-11-16" "2007-11-19" "2007-11-20" "2007-11-21" "2007-11-23"
## [226] "2007-11-26" "2007-11-27" "2007-11-28" "2007-11-29" "2007-11-30"
## [231] "2007-12-03" "2007-12-04" "2007-12-05" "2007-12-06" "2007-12-07"
## [236] "2007-12-10" "2007-12-11" "2007-12-12" "2007-12-13" "2007-12-14"
## [241] "2007-12-17" "2007-12-18" "2007-12-19" "2007-12-20" "2007-12-21"
## [246] "2007-12-24" "2007-12-26" "2007-12-27" "2007-12-28" "2007-12-31"
## [251] "2008-01-02" "2008-01-03" "2008-01-04" "2008-01-07" "2008-01-08"
## [256] "2008-01-09" "2008-01-10" "2008-01-11" "2008-01-14" "2008-01-15"
## [261] "2008-01-16" "2008-01-17" "2008-01-18" "2008-01-22" "2008-01-23"
## [266] "2008-01-24" "2008-01-25" "2008-01-28" "2008-01-29" "2008-01-30"
## [271] "2008-01-31" "2008-02-01" "2008-02-04" "2008-02-05" "2008-02-06"
## [276] "2008-02-07" "2008-02-08" "2008-02-11" "2008-02-12" "2008-02-13"
## [281] "2008-02-14" "2008-02-15" "2008-02-19" "2008-02-20" "2008-02-21"
## [286] "2008-02-22" "2008-02-25" "2008-02-26" "2008-02-27" "2008-02-28"
## [291] "2008-02-29" "2008-03-03" "2008-03-04" "2008-03-05" "2008-03-06"
## [296] "2008-03-07" "2008-03-10" "2008-03-11" "2008-03-12" "2008-03-13"
## [301] "2008-03-14" "2008-03-17" "2008-03-18" "2008-03-19" "2008-03-20"
## [306] "2008-03-24" "2008-03-25" "2008-03-26" "2008-03-27" "2008-03-28"
## [311] "2008-03-31" "2008-04-01" "2008-04-02" "2008-04-03" "2008-04-04"
## [316] "2008-04-07" "2008-04-08" "2008-04-09" "2008-04-10" "2008-04-11"
## [321] "2008-04-14" "2008-04-15" "2008-04-16" "2008-04-17" "2008-04-18"
## [326] "2008-04-21" "2008-04-22" "2008-04-23" "2008-04-24" "2008-04-25"
## [331] "2008-04-28" "2008-04-29" "2008-04-30" "2008-05-01" "2008-05-02"
## [336] "2008-05-05" "2008-05-06" "2008-05-07" "2008-05-08" "2008-05-09"
## [341] "2008-05-12" "2008-05-13" "2008-05-14" "2008-05-15" "2008-05-16"
## [346] "2008-05-19" "2008-05-20" "2008-05-21" "2008-05-22" "2008-05-23"
## [351] "2008-05-27" "2008-05-28" "2008-05-29" "2008-05-30" "2008-06-02"
## [356] "2008-06-03" "2008-06-04" "2008-06-05" "2008-06-06" "2008-06-09"
## [361] "2008-06-10" "2008-06-11" "2008-06-12" "2008-06-13" "2008-06-16"
## [366] "2008-06-17" "2008-06-18" "2008-06-19" "2008-06-20" "2008-06-23"
## [371] "2008-06-24" "2008-06-25" "2008-06-26" "2008-06-27" "2008-06-30"
## [376] "2008-07-01" "2008-07-02" "2008-07-03" "2008-07-07" "2008-07-08"
## [381] "2008-07-09" "2008-07-10" "2008-07-11" "2008-07-14" "2008-07-15"
## [386] "2008-07-16" "2008-07-17" "2008-07-18" "2008-07-21" "2008-07-22"
## [391] "2008-07-23" "2008-07-24" "2008-07-25" "2008-07-28" "2008-07-29"
## [396] "2008-07-30" "2008-07-31" "2008-08-01" "2008-08-04" "2008-08-05"
## [401] "2008-08-06" "2008-08-07" "2008-08-08" "2008-08-11" "2008-08-12"
## [406] "2008-08-13" "2008-08-14" "2008-08-15" "2008-08-18" "2008-08-19"
## [411] "2008-08-20" "2008-08-21" "2008-08-22" "2008-08-25" "2008-08-26"
## [416] "2008-08-27" "2008-08-28" "2008-08-29" "2008-09-02" "2008-09-03"
## [421] "2008-09-04" "2008-09-05" "2008-09-08" "2008-09-09" "2008-09-10"
## [426] "2008-09-11" "2008-09-12" "2008-09-15" "2008-09-16" "2008-09-17"
## [431] "2008-09-18" "2008-09-19" "2008-09-22" "2008-09-23" "2008-09-24"
## [436] "2008-09-25" "2008-09-26" "2008-09-29" "2008-09-30" "2008-10-01"
## [441] "2008-10-02" "2008-10-03" "2008-10-06" "2008-10-07" "2008-10-08"
## [446] "2008-10-09" "2008-10-10" "2008-10-13" "2008-10-14" "2008-10-15"
## [451] "2008-10-16" "2008-10-17" "2008-10-20" "2008-10-21" "2008-10-22"
## [456] "2008-10-23" "2008-10-24" "2008-10-27" "2008-10-28" "2008-10-29"
## [461] "2008-10-30" "2008-10-31" "2008-11-03" "2008-11-04" "2008-11-05"
## [466] "2008-11-06" "2008-11-07" "2008-11-10" "2008-11-11" "2008-11-12"
## [471] "2008-11-13" "2008-11-14" "2008-11-17" "2008-11-18" "2008-11-19"
## [476] "2008-11-20" "2008-11-21" "2008-11-24" "2008-11-25" "2008-11-26"
## [481] "2008-11-28" "2008-12-01" "2008-12-02" "2008-12-03" "2008-12-04"
## [486] "2008-12-05" "2008-12-08" "2008-12-09" "2008-12-10" "2008-12-11"
## [491] "2008-12-12" "2008-12-15" "2008-12-16" "2008-12-17" "2008-12-18"
## [496] "2008-12-19" "2008-12-22" "2008-12-23" "2008-12-24" "2008-12-26"
## [501] "2008-12-29" "2008-12-30" "2008-12-31" "2009-01-02" "2009-01-05"
## [506] "2009-01-06" "2009-01-07" "2009-01-08" "2009-01-09" "2009-01-12"
## [511] "2009-01-13" "2009-01-14" "2009-01-15" "2009-01-16" "2009-01-20"
## [516] "2009-01-21" "2009-01-22" "2009-01-23" "2009-01-26" "2009-01-27"
## [521] "2009-01-28" "2009-01-29" "2009-01-30" "2009-02-02" "2009-02-03"
## [526] "2009-02-04" "2009-02-05" "2009-02-06" "2009-02-09" "2009-02-10"
## [531] "2009-02-11" "2009-02-12" "2009-02-13" "2009-02-17" "2009-02-18"
## [536] "2009-02-19" "2009-02-20" "2009-02-23" "2009-02-24" "2009-02-25"
## [541] "2009-02-26" "2009-02-27" "2009-03-02" "2009-03-03" "2009-03-04"
## [546] "2009-03-05" "2009-03-06" "2009-03-09" "2009-03-10" "2009-03-11"
## [551] "2009-03-12" "2009-03-13" "2009-03-16" "2009-03-17" "2009-03-18"
## [556] "2009-03-19" "2009-03-20" "2009-03-23" "2009-03-24" "2009-03-25"
## [561] "2009-03-26" "2009-03-27" "2009-03-30" "2009-03-31" "2009-04-01"
## [566] "2009-04-02" "2009-04-03" "2009-04-06" "2009-04-07" "2009-04-08"
## [571] "2009-04-09" "2009-04-13" "2009-04-14" "2009-04-15" "2009-04-16"
## [576] "2009-04-17" "2009-04-20" "2009-04-21" "2009-04-22" "2009-04-23"
## [581] "2009-04-24" "2009-04-27" "2009-04-28" "2009-04-29" "2009-04-30"
## [586] "2009-05-01" "2009-05-04" "2009-05-05" "2009-05-06" "2009-05-07"
## [591] "2009-05-08" "2009-05-11" "2009-05-12" "2009-05-13" "2009-05-14"
## [596] "2009-05-15" "2009-05-18" "2009-05-19" "2009-05-20" "2009-05-21"
## [601] "2009-05-22" "2009-05-26" "2009-05-27" "2009-05-28" "2009-05-29"
## [606] "2009-06-01" "2009-06-02" "2009-06-03" "2009-06-04" "2009-06-05"
## [611] "2009-06-08" "2009-06-09" "2009-06-10" "2009-06-11" "2009-06-12"
## [616] "2009-06-15" "2009-06-16" "2009-06-17" "2009-06-18" "2009-06-19"
## [621] "2009-06-22" "2009-06-23" "2009-06-24" "2009-06-25" "2009-06-26"
## [626] "2009-06-29" "2009-06-30" "2009-07-01" "2009-07-02" "2009-07-06"
## [631] "2009-07-07" "2009-07-08" "2009-07-09" "2009-07-10" "2009-07-13"
## [636] "2009-07-14" "2009-07-15" "2009-07-16" "2009-07-17" "2009-07-20"
## [641] "2009-07-21" "2009-07-22" "2009-07-23" "2009-07-24" "2009-07-27"
## [646] "2009-07-28" "2009-07-29" "2009-07-30" "2009-07-31" "2009-08-03"
## [651] "2009-08-04" "2009-08-05" "2009-08-06" "2009-08-07" "2009-08-10"
## [656] "2009-08-11" "2009-08-12" "2009-08-13" "2009-08-14" "2009-08-17"
## [661] "2009-08-18" "2009-08-19" "2009-08-20" "2009-08-21" "2009-08-24"
## [666] "2009-08-25" "2009-08-26" "2009-08-27" "2009-08-28" "2009-08-31"
## [671] "2009-09-01" "2009-09-02" "2009-09-03" "2009-09-04" "2009-09-08"
## [676] "2009-09-09" "2009-09-10" "2009-09-11" "2009-09-14" "2009-09-15"
## [681] "2009-09-16" "2009-09-17" "2009-09-18" "2009-09-21" "2009-09-22"
## [686] "2009-09-23" "2009-09-24" "2009-09-25" "2009-09-28" "2009-09-29"
## [691] "2009-09-30" "2009-10-01" "2009-10-02" "2009-10-05" "2009-10-06"
## [696] "2009-10-07" "2009-10-08" "2009-10-09" "2009-10-12" "2009-10-13"
## [701] "2009-10-14" "2009-10-15" "2009-10-16" "2009-10-19" "2009-10-20"
## [706] "2009-10-21" "2009-10-22" "2009-10-23" "2009-10-26" "2009-10-27"
## [711] "2009-10-28" "2009-10-29" "2009-10-30" "2009-11-02" "2009-11-03"
## [716] "2009-11-04" "2009-11-05" "2009-11-06" "2009-11-09" "2009-11-10"
## [721] "2009-11-11" "2009-11-12" "2009-11-13" "2009-11-16" "2009-11-17"
## [726] "2009-11-18" "2009-11-19" "2009-11-20" "2009-11-23" "2009-11-24"
## [731] "2009-11-25" "2009-11-27" "2009-11-30" "2009-12-01" "2009-12-02"
## [736] "2009-12-03" "2009-12-04" "2009-12-07" "2009-12-08" "2009-12-09"
## [741] "2009-12-10" "2009-12-11" "2009-12-14" "2009-12-15" "2009-12-16"
## [746] "2009-12-17" "2009-12-18" "2009-12-21" "2009-12-22" "2009-12-23"
## [751] "2009-12-24" "2009-12-28" "2009-12-29" "2009-12-30" "2009-12-31"
## [756] "2010-01-04" "2010-01-05" "2010-01-06" "2010-01-07" "2010-01-08"
## [761] "2010-01-11" "2010-01-12" "2010-01-13" "2010-01-14" "2010-01-15"
## [766] "2010-01-19" "2010-01-20" "2010-01-21" "2010-01-22" "2010-01-25"
## [771] "2010-01-26" "2010-01-27" "2010-01-28" "2010-01-29" "2010-02-01"
## [776] "2010-02-02" "2010-02-03" "2010-02-04" "2010-02-05" "2010-02-08"
## [781] "2010-02-09" "2010-02-10" "2010-02-11" "2010-02-12" "2010-02-16"
## [786] "2010-02-17" "2010-02-18" "2010-02-19" "2010-02-22" "2010-02-23"
## [791] "2010-02-24" "2010-02-25" "2010-02-26" "2010-03-01" "2010-03-02"
## [796] "2010-03-03" "2010-03-04" "2010-03-05" "2010-03-08" "2010-03-09"
## [801] "2010-03-10" "2010-03-11" "2010-03-12" "2010-03-15" "2010-03-16"
## [806] "2010-03-17" "2010-03-18" "2010-03-19" "2010-03-22" "2010-03-23"
## [811] "2010-03-24" "2010-03-25" "2010-03-26" "2010-03-29" "2010-03-30"
## [816] "2010-03-31" "2010-04-01" "2010-04-05" "2010-04-06" "2010-04-07"
## [821] "2010-04-08" "2010-04-09" "2010-04-12" "2010-04-13" "2010-04-14"
## [826] "2010-04-15" "2010-04-16" "2010-04-19" "2010-04-20" "2010-04-21"
## [831] "2010-04-22" "2010-04-23" "2010-04-26" "2010-04-27" "2010-04-28"
## [836] "2010-04-29" "2010-04-30" "2010-05-03" "2010-05-04" "2010-05-05"
## [841] "2010-05-06" "2010-05-07" "2010-05-10" "2010-05-11" "2010-05-12"
## [846] "2010-05-13" "2010-05-14" "2010-05-17" "2010-05-18" "2010-05-19"
## [851] "2010-05-20" "2010-05-21" "2010-05-24" "2010-05-25" "2010-05-26"
## [856] "2010-05-27" "2010-05-28" "2010-06-01" "2010-06-02" "2010-06-03"
## [861] "2010-06-04" "2010-06-07" "2010-06-08" "2010-06-09" "2010-06-10"
## [866] "2010-06-11" "2010-06-14" "2010-06-15" "2010-06-16" "2010-06-17"
## [871] "2010-06-18" "2010-06-21" "2010-06-22" "2010-06-23" "2010-06-24"
## [876] "2010-06-25" "2010-06-28" "2010-06-29" "2010-06-30" "2010-07-01"
## [881] "2010-07-02" "2010-07-06" "2010-07-07" "2010-07-08" "2010-07-09"
## [886] "2010-07-12" "2010-07-13" "2010-07-14" "2010-07-15" "2010-07-16"
## [891] "2010-07-19" "2010-07-20" "2010-07-21" "2010-07-22" "2010-07-23"
## [896] "2010-07-26" "2010-07-27" "2010-07-28" "2010-07-29" "2010-07-30"
## [901] "2010-08-02" "2010-08-03" "2010-08-04" "2010-08-05" "2010-08-06"
## [906] "2010-08-09" "2010-08-10" "2010-08-11" "2010-08-12" "2010-08-13"
## [911] "2010-08-16" "2010-08-17" "2010-08-18" "2010-08-19" "2010-08-20"
## [916] "2010-08-23" "2010-08-24" "2010-08-25" "2010-08-26" "2010-08-27"
## [921] "2010-08-30" "2010-08-31" "2010-09-01" "2010-09-02" "2010-09-03"
## [926] "2010-09-07" "2010-09-08" "2010-09-09" "2010-09-10" "2010-09-13"
## [931] "2010-09-14" "2010-09-15" "2010-09-16" "2010-09-17" "2010-09-20"
## [936] "2010-09-21" "2010-09-22" "2010-09-23" "2010-09-24" "2010-09-27"
## [941] "2010-09-28" "2010-09-29" "2010-09-30" "2010-10-01" "2010-10-04"
## [946] "2010-10-05" "2010-10-06" "2010-10-07" "2010-10-08" "2010-10-11"
## [951] "2010-10-12" "2010-10-13" "2010-10-14" "2010-10-15" "2010-10-18"
## [956] "2010-10-19" "2010-10-20" "2010-10-21" "2010-10-22" "2010-10-25"
## [961] "2010-10-26" "2010-10-27" "2010-10-28" "2010-10-29" "2010-11-01"
## [966] "2010-11-02" "2010-11-03" "2010-11-04" "2010-11-05" "2010-11-08"
## [971] "2010-11-09" "2010-11-10" "2010-11-11" "2010-11-12" "2010-11-15"
## [976] "2010-11-16" "2010-11-17" "2010-11-18" "2010-11-19" "2010-11-22"
## [981] "2010-11-23" "2010-11-24" "2010-11-26" "2010-11-29" "2010-11-30"
## [986] "2010-12-01" "2010-12-02" "2010-12-03" "2010-12-06" "2010-12-07"
## [991] "2010-12-08" "2010-12-09" "2010-12-10" "2010-12-13" "2010-12-14"
## [996] "2010-12-15" "2010-12-16" "2010-12-17" "2010-12-20" "2010-12-21"
## [1001] "2010-12-22" "2010-12-23" "2010-12-27" "2010-12-28" "2010-12-29"
## [1006] "2010-12-30" "2010-12-31" "2011-01-03" "2011-01-04" "2011-01-05"
## [1011] "2011-01-06" "2011-01-07" "2011-01-10" "2011-01-11" "2011-01-12"
## [1016] "2011-01-13" "2011-01-14" "2011-01-18" "2011-01-19" "2011-01-20"
## [1021] "2011-01-21" "2011-01-24" "2011-01-25" "2011-01-26" "2011-01-27"
## [1026] "2011-01-28" "2011-01-31" "2011-02-01" "2011-02-02" "2011-02-03"
## [1031] "2011-02-04" "2011-02-07" "2011-02-08" "2011-02-09" "2011-02-10"
## [1036] "2011-02-11" "2011-02-14" "2011-02-15" "2011-02-16" "2011-02-17"
## [1041] "2011-02-18" "2011-02-22" "2011-02-23" "2011-02-24" "2011-02-25"
## [1046] "2011-02-28" "2011-03-01" "2011-03-02" "2011-03-03" "2011-03-04"
## [1051] "2011-03-07" "2011-03-08" "2011-03-09" "2011-03-10" "2011-03-11"
## [1056] "2011-03-14" "2011-03-15" "2011-03-16" "2011-03-17" "2011-03-18"
## [1061] "2011-03-21" "2011-03-22" "2011-03-23" "2011-03-24" "2011-03-25"
## [1066] "2011-03-28" "2011-03-29" "2011-03-30" "2011-03-31" "2011-04-01"
## [1071] "2011-04-04" "2011-04-05" "2011-04-06" "2011-04-07" "2011-04-08"
## [1076] "2011-04-11" "2011-04-12" "2011-04-13" "2011-04-14" "2011-04-15"
## [1081] "2011-04-18" "2011-04-19" "2011-04-20" "2011-04-21" "2011-04-25"
## [1086] "2011-04-26" "2011-04-27" "2011-04-28" "2011-04-29" "2011-05-02"
## [1091] "2011-05-03" "2011-05-04" "2011-05-05" "2011-05-06" "2011-05-09"
## [1096] "2011-05-10" "2011-05-11" "2011-05-12" "2011-05-13" "2011-05-16"
## [1101] "2011-05-17" "2011-05-18" "2011-05-19" "2011-05-20" "2011-05-23"
## [1106] "2011-05-24" "2011-05-25" "2011-05-26" "2011-05-27" "2011-05-31"
## [1111] "2011-06-01" "2011-06-02" "2011-06-03" "2011-06-06" "2011-06-07"
## [1116] "2011-06-08" "2011-06-09" "2011-06-10" "2011-06-13" "2011-06-14"
## [1121] "2011-06-15" "2011-06-16" "2011-06-17" "2011-06-20" "2011-06-21"
## [1126] "2011-06-22" "2011-06-23" "2011-06-24" "2011-06-27" "2011-06-28"
## [1131] "2011-06-29" "2011-06-30" "2011-07-01" "2011-07-05" "2011-07-06"
## [1136] "2011-07-07" "2011-07-08" "2011-07-11" "2011-07-12" "2011-07-13"
## [1141] "2011-07-14" "2011-07-15" "2011-07-18" "2011-07-19" "2011-07-20"
## [1146] "2011-07-21" "2011-07-22" "2011-07-25" "2011-07-26" "2011-07-27"
## [1151] "2011-07-28" "2011-07-29" "2011-08-01" "2011-08-02" "2011-08-03"
## [1156] "2011-08-04" "2011-08-05" "2011-08-08" "2011-08-09" "2011-08-10"
## [1161] "2011-08-11" "2011-08-12" "2011-08-15" "2011-08-16" "2011-08-17"
## [1166] "2011-08-18" "2011-08-19" "2011-08-22" "2011-08-23" "2011-08-24"
## [1171] "2011-08-25" "2011-08-26" "2011-08-29" "2011-08-30" "2011-08-31"
## [1176] "2011-09-01" "2011-09-02" "2011-09-06" "2011-09-07" "2011-09-08"
## [1181] "2011-09-09" "2011-09-12" "2011-09-13" "2011-09-14" "2011-09-15"
## [1186] "2011-09-16" "2011-09-19" "2011-09-20" "2011-09-21" "2011-09-22"
## [1191] "2011-09-23" "2011-09-26" "2011-09-27" "2011-09-28" "2011-09-29"
## [1196] "2011-09-30" "2011-10-03" "2011-10-04" "2011-10-05" "2011-10-06"
## [1201] "2011-10-07" "2011-10-10" "2011-10-11" "2011-10-12" "2011-10-13"
## [1206] "2011-10-14" "2011-10-17" "2011-10-18" "2011-10-19" "2011-10-20"
## [1211] "2011-10-21" "2011-10-24" "2011-10-25" "2011-10-26" "2011-10-27"
## [1216] "2011-10-28" "2011-10-31" "2011-11-01" "2011-11-02" "2011-11-03"
## [1221] "2011-11-04" "2011-11-07" "2011-11-08" "2011-11-09" "2011-11-10"
## [1226] "2011-11-11" "2011-11-14" "2011-11-15" "2011-11-16" "2011-11-17"
## [1231] "2011-11-18" "2011-11-21" "2011-11-22" "2011-11-23" "2011-11-25"
## [1236] "2011-11-28" "2011-11-29" "2011-11-30" "2011-12-01" "2011-12-02"
## [1241] "2011-12-05" "2011-12-06" "2011-12-07" "2011-12-08" "2011-12-09"
## [1246] "2011-12-12" "2011-12-13" "2011-12-14" "2011-12-15" "2011-12-16"
## [1251] "2011-12-19" "2011-12-20" "2011-12-21" "2011-12-22" "2011-12-23"
## [1256] "2011-12-27" "2011-12-28" "2011-12-29" "2011-12-30" "2012-01-03"
## [1261] "2012-01-04" "2012-01-05" "2012-01-06" "2012-01-09" "2012-01-10"
## [1266] "2012-01-11" "2012-01-12" "2012-01-13" "2012-01-17" "2012-01-18"
## [1271] "2012-01-19" "2012-01-20" "2012-01-23" "2012-01-24" "2012-01-25"
## [1276] "2012-01-26" "2012-01-27" "2012-01-30" "2012-01-31" "2012-02-01"
## [1281] "2012-02-02" "2012-02-03" "2012-02-06" "2012-02-07" "2012-02-08"
## [1286] "2012-02-09" "2012-02-10" "2012-02-13" "2012-02-14" "2012-02-15"
## [1291] "2012-02-16" "2012-02-17" "2012-02-21" "2012-02-22" "2012-02-23"
## [1296] "2012-02-24" "2012-02-27" "2012-02-28" "2012-02-29" "2012-03-01"
## [1301] "2012-03-02" "2012-03-05" "2012-03-06" "2012-03-07" "2012-03-08"
## [1306] "2012-03-09" "2012-03-12" "2012-03-13" "2012-03-14" "2012-03-15"
## [1311] "2012-03-16" "2012-03-19" "2012-03-20" "2012-03-21" "2012-03-22"
## [1316] "2012-03-23" "2012-03-26" "2012-03-27" "2012-03-28" "2012-03-29"
## [1321] "2012-03-30" "2012-04-02" "2012-04-03" "2012-04-04" "2012-04-05"
## [1326] "2012-04-09" "2012-04-10" "2012-04-11" "2012-04-12" "2012-04-13"
## [1331] "2012-04-16" "2012-04-17" "2012-04-18" "2012-04-19" "2012-04-20"
## [1336] "2012-04-23" "2012-04-24" "2012-04-25" "2012-04-26" "2012-04-27"
## [1341] "2012-04-30" "2012-05-01" "2012-05-02" "2012-05-03" "2012-05-04"
## [1346] "2012-05-07" "2012-05-08" "2012-05-09" "2012-05-10" "2012-05-11"
## [1351] "2012-05-14" "2012-05-15" "2012-05-16" "2012-05-17" "2012-05-18"
## [1356] "2012-05-21" "2012-05-22" "2012-05-23" "2012-05-24" "2012-05-25"
## [1361] "2012-05-29" "2012-05-30" "2012-05-31" "2012-06-01" "2012-06-04"
## [1366] "2012-06-05" "2012-06-06" "2012-06-07" "2012-06-08" "2012-06-11"
## [1371] "2012-06-12" "2012-06-13" "2012-06-14" "2012-06-15" "2012-06-18"
## [1376] "2012-06-19" "2012-06-20" "2012-06-21" "2012-06-22" "2012-06-25"
## [1381] "2012-06-26" "2012-06-27" "2012-06-28" "2012-06-29" "2012-07-02"
## [1386] "2012-07-03" "2012-07-05" "2012-07-06" "2012-07-09" "2012-07-10"
## [1391] "2012-07-11" "2012-07-12" "2012-07-13" "2012-07-16" "2012-07-17"
## [1396] "2012-07-18" "2012-07-19" "2012-07-20" "2012-07-23" "2012-07-24"
## [1401] "2012-07-25" "2012-07-26" "2012-07-27" "2012-07-30" "2012-07-31"
## [1406] "2012-08-01" "2012-08-02" "2012-08-03" "2012-08-06" "2012-08-07"
## [1411] "2012-08-08" "2012-08-09" "2012-08-10" "2012-08-13" "2012-08-14"
## [1416] "2012-08-15" "2012-08-16" "2012-08-17" "2012-08-20" "2012-08-21"
## [1421] "2012-08-22" "2012-08-23" "2012-08-24" "2012-08-27" "2012-08-28"
## [1426] "2012-08-29" "2012-08-30" "2012-08-31" "2012-09-04" "2012-09-05"
## [1431] "2012-09-06" "2012-09-07" "2012-09-10" "2012-09-11" "2012-09-12"
## [1436] "2012-09-13" "2012-09-14" "2012-09-17" "2012-09-18" "2012-09-19"
## [1441] "2012-09-20" "2012-09-21" "2012-09-24" "2012-09-25" "2012-09-26"
## [1446] "2012-09-27" "2012-09-28" "2012-10-01" "2012-10-02" "2012-10-03"
## [1451] "2012-10-04" "2012-10-05" "2012-10-08" "2012-10-09" "2012-10-10"
## [1456] "2012-10-11" "2012-10-12" "2012-10-15" "2012-10-16" "2012-10-17"
## [1461] "2012-10-18" "2012-10-19" "2012-10-22" "2012-10-23" "2012-10-24"
## [1466] "2012-10-25" "2012-10-26" "2012-10-31" "2012-11-01" "2012-11-02"
## [1471] "2012-11-05" "2012-11-06" "2012-11-07" "2012-11-08" "2012-11-09"
## [1476] "2012-11-12" "2012-11-13" "2012-11-14" "2012-11-15" "2012-11-16"
## [1481] "2012-11-19" "2012-11-20" "2012-11-21" "2012-11-23" "2012-11-26"
## [1486] "2012-11-27" "2012-11-28" "2012-11-29" "2012-11-30" "2012-12-03"
## [1491] "2012-12-04" "2012-12-05" "2012-12-06" "2012-12-07" "2012-12-10"
## [1496] "2012-12-11" "2012-12-12" "2012-12-13" "2012-12-14" "2012-12-17"
## [1501] "2012-12-18" "2012-12-19" "2012-12-20" "2012-12-21" "2012-12-24"
## [1506] "2012-12-26" "2012-12-27" "2012-12-28" "2012-12-31" "2013-01-02"
## [1511] "2013-01-03" "2013-01-04" "2013-01-07" "2013-01-08" "2013-01-09"
## [1516] "2013-01-10" "2013-01-11" "2013-01-14" "2013-01-15" "2013-01-16"
## [1521] "2013-01-17" "2013-01-18" "2013-01-22" "2013-01-23" "2013-01-24"
## [1526] "2013-01-25" "2013-01-28" "2013-01-29" "2013-01-30" "2013-01-31"
## [1531] "2013-02-01" "2013-02-04" "2013-02-05" "2013-02-06" "2013-02-07"
## [1536] "2013-02-08" "2013-02-11" "2013-02-12" "2013-02-13" "2013-02-14"
## [1541] "2013-02-15" "2013-02-19" "2013-02-20" "2013-02-21" "2013-02-22"
## [1546] "2013-02-25" "2013-02-26" "2013-02-27" "2013-02-28" "2013-03-01"
## [1551] "2013-03-04" "2013-03-05" "2013-03-06" "2013-03-07" "2013-03-08"
## [1556] "2013-03-11" "2013-03-12" "2013-03-13" "2013-03-14" "2013-03-15"
## [1561] "2013-03-18" "2013-03-19" "2013-03-20" "2013-03-21" "2013-03-22"
## [1566] "2013-03-25" "2013-03-26" "2013-03-27" "2013-03-28" "2013-04-01"
## [1571] "2013-04-02" "2013-04-03" "2013-04-04" "2013-04-05" "2013-04-08"
## [1576] "2013-04-09" "2013-04-10" "2013-04-11" "2013-04-12" "2013-04-15"
## [1581] "2013-04-16" "2013-04-17" "2013-04-18" "2013-04-19" "2013-04-22"
## [1586] "2013-04-23" "2013-04-24" "2013-04-25" "2013-04-26" "2013-04-29"
## [1591] "2013-04-30" "2013-05-01" "2013-05-02" "2013-05-03" "2013-05-06"
## [1596] "2013-05-07" "2013-05-08" "2013-05-09" "2013-05-10" "2013-05-13"
## [1601] "2013-05-14" "2013-05-15" "2013-05-16" "2013-05-17" "2013-05-20"
## [1606] "2013-05-21" "2013-05-22" "2013-05-23" "2013-05-24" "2013-05-28"
## [1611] "2013-05-29" "2013-05-30" "2013-05-31" "2013-06-03" "2013-06-04"
## [1616] "2013-06-05" "2013-06-06" "2013-06-07" "2013-06-10" "2013-06-11"
## [1621] "2013-06-12" "2013-06-13" "2013-06-14" "2013-06-17" "2013-06-18"
## [1626] "2013-06-19" "2013-06-20" "2013-06-21" "2013-06-24" "2013-06-25"
## [1631] "2013-06-26" "2013-06-27" "2013-06-28" "2013-07-01" "2013-07-02"
## [1636] "2013-07-03" "2013-07-05" "2013-07-08" "2013-07-09" "2013-07-10"
## [1641] "2013-07-11" "2013-07-12" "2013-07-15" "2013-07-16" "2013-07-17"
## [1646] "2013-07-18" "2013-07-19" "2013-07-22" "2013-07-23" "2013-07-24"
## [1651] "2013-07-25" "2013-07-26" "2013-07-29" "2013-07-30" "2013-07-31"
## [1656] "2013-08-01" "2013-08-02" "2013-08-05" "2013-08-06" "2013-08-07"
## [1661] "2013-08-08" "2013-08-09" "2013-08-12" "2013-08-13" "2013-08-14"
## [1666] "2013-08-15" "2013-08-16" "2013-08-19" "2013-08-20" "2013-08-21"
## [1671] "2013-08-22" "2013-08-23" "2013-08-26" "2013-08-27" "2013-08-28"
## [1676] "2013-08-29" "2013-08-30" "2013-09-03" "2013-09-04" "2013-09-05"
## [1681] "2013-09-06" "2013-09-09" "2013-09-10" "2013-09-11" "2013-09-12"
## [1686] "2013-09-13" "2013-09-16" "2013-09-17" "2013-09-18" "2013-09-19"
## [1691] "2013-09-20" "2013-09-23" "2013-09-24" "2013-09-25" "2013-09-26"
## [1696] "2013-09-27" "2013-09-30" "2013-10-01" "2013-10-02" "2013-10-03"
## [1701] "2013-10-04" "2013-10-07" "2013-10-08" "2013-10-09" "2013-10-10"
## [1706] "2013-10-11" "2013-10-14" "2013-10-15" "2013-10-16" "2013-10-17"
## [1711] "2013-10-18" "2013-10-21" "2013-10-22" "2013-10-23" "2013-10-24"
## [1716] "2013-10-25" "2013-10-28" "2013-10-29" "2013-10-30" "2013-10-31"
## [1721] "2013-11-01" "2013-11-04" "2013-11-05" "2013-11-06" "2013-11-07"
## [1726] "2013-11-08" "2013-11-11" "2013-11-12" "2013-11-13" "2013-11-14"
## [1731] "2013-11-15" "2013-11-18" "2013-11-19" "2013-11-20" "2013-11-21"
## [1736] "2013-11-22" "2013-11-25" "2013-11-26" "2013-11-27" "2013-11-29"
## [1741] "2013-12-02" "2013-12-03" "2013-12-04" "2013-12-05" "2013-12-06"
## [1746] "2013-12-09" "2013-12-10" "2013-12-11" "2013-12-12" "2013-12-13"
## [1751] "2013-12-16" "2013-12-17" "2013-12-18" "2013-12-19" "2013-12-20"
## [1756] "2013-12-23" "2013-12-24" "2013-12-26" "2013-12-27" "2013-12-30"
## [1761] "2013-12-31" "2014-01-02" "2014-01-03" "2014-01-06" "2014-01-07"
## [1766] "2014-01-08" "2014-01-09" "2014-01-10" "2014-01-13" "2014-01-14"
## [1771] "2014-01-15" "2014-01-16" "2014-01-17" "2014-01-21" "2014-01-22"
## [1776] "2014-01-23" "2014-01-24" "2014-01-27" "2014-01-28" "2014-01-29"
## [1781] "2014-01-30" "2014-01-31" "2014-02-03" "2014-02-04" "2014-02-05"
## [1786] "2014-02-06" "2014-02-07" "2014-02-10" "2014-02-11" "2014-02-12"
## [1791] "2014-02-13" "2014-02-14" "2014-02-18" "2014-02-19" "2014-02-20"
## [1796] "2014-02-21" "2014-02-24" "2014-02-25" "2014-02-26" "2014-02-27"
## [1801] "2014-02-28" "2014-03-03" "2014-03-04" "2014-03-05" "2014-03-06"
## [1806] "2014-03-07" "2014-03-10" "2014-03-11" "2014-03-12" "2014-03-13"
## [1811] "2014-03-14" "2014-03-17" "2014-03-18" "2014-03-19" "2014-03-20"
## [1816] "2014-03-21" "2014-03-24" "2014-03-25" "2014-03-26" "2014-03-27"
## [1821] "2014-03-28" "2014-03-31" "2014-04-01" "2014-04-02" "2014-04-03"
## [1826] "2014-04-04" "2014-04-07" "2014-04-08" "2014-04-09" "2014-04-10"
## [1831] "2014-04-11" "2014-04-14" "2014-04-15" "2014-04-16" "2014-04-17"
## [1836] "2014-04-21" "2014-04-22" "2014-04-23" "2014-04-24" "2014-04-25"
## [1841] "2014-04-28" "2014-04-29" "2014-04-30" "2014-05-01" "2014-05-02"
## [1846] "2014-05-05" "2014-05-06" "2014-05-07" "2014-05-08" "2014-05-09"
## [1851] "2014-05-12" "2014-05-13" "2014-05-14" "2014-05-15" "2014-05-16"
## [1856] "2014-05-19" "2014-05-20" "2014-05-21" "2014-05-22" "2014-05-23"
## [1861] "2014-05-27" "2014-05-28" "2014-05-29" "2014-05-30" "2014-06-02"
## [1866] "2014-06-03" "2014-06-04" "2014-06-05" "2014-06-06" "2014-06-09"
## [1871] "2014-06-10" "2014-06-11" "2014-06-12" "2014-06-13" "2014-06-16"
## [1876] "2014-06-17" "2014-06-18" "2014-06-19" "2014-06-20" "2014-06-23"
## [1881] "2014-06-24" "2014-06-25" "2014-06-26" "2014-06-27" "2014-06-30"
## [1886] "2014-07-01" "2014-07-02" "2014-07-03" "2014-07-07" "2014-07-08"
## [1891] "2014-07-09" "2014-07-10" "2014-07-11" "2014-07-14" "2014-07-15"
## [1896] "2014-07-16" "2014-07-17" "2014-07-18" "2014-07-21" "2014-07-22"
## [1901] "2014-07-23" "2014-07-24" "2014-07-25" "2014-07-28" "2014-07-29"
## [1906] "2014-07-30" "2014-07-31" "2014-08-01" "2014-08-04" "2014-08-05"
## [1911] "2014-08-06" "2014-08-07" "2014-08-08" "2014-08-11" "2014-08-12"
## [1916] "2014-08-13" "2014-08-14" "2014-08-15" "2014-08-18" "2014-08-19"
## [1921] "2014-08-20" "2014-08-21" "2014-08-22" "2014-08-25" "2014-08-26"
## [1926] "2014-08-27" "2014-08-28" "2014-08-29" "2014-09-02" "2014-09-03"
## [1931] "2014-09-04" "2014-09-05" "2014-09-08" "2014-09-09" "2014-09-10"
## [1936] "2014-09-11" "2014-09-12" "2014-09-15" "2014-09-16" "2014-09-17"
## [1941] "2014-09-18" "2014-09-19" "2014-09-22" "2014-09-23" "2014-09-24"
## [1946] "2014-09-25" "2014-09-26" "2014-09-29" "2014-09-30" "2014-10-01"
## [1951] "2014-10-02" "2014-10-03" "2014-10-06" "2014-10-07" "2014-10-08"
## [1956] "2014-10-09" "2014-10-10" "2014-10-13" "2014-10-14" "2014-10-15"
## [1961] "2014-10-16" "2014-10-17" "2014-10-20" "2014-10-21" "2014-10-22"
## [1966] "2014-10-23" "2014-10-24" "2014-10-27" "2014-10-28" "2014-10-29"
## [1971] "2014-10-30" "2014-10-31" "2014-11-03" "2014-11-04" "2014-11-05"
## [1976] "2014-11-06" "2014-11-07" "2014-11-10" "2014-11-11" "2014-11-12"
## [1981] "2014-11-13" "2014-11-14" "2014-11-17" "2014-11-18" "2014-11-19"
## [1986] "2014-11-20" "2014-11-21" "2014-11-24" "2014-11-25" "2014-11-26"
## [1991] "2014-11-28" "2014-12-01" "2014-12-02" "2014-12-03" "2014-12-04"
## [1996] "2014-12-05" "2014-12-08" "2014-12-09" "2014-12-10" "2014-12-11"
## [2001] "2014-12-12" "2014-12-15" "2014-12-16" "2014-12-17" "2014-12-18"
## [2006] "2014-12-19" "2014-12-22" "2014-12-23" "2014-12-24" "2014-12-26"
## [2011] "2014-12-29" "2014-12-30" "2014-12-31" "2015-01-02" "2015-01-05"
## [2016] "2015-01-06" "2015-01-07" "2015-01-08" "2015-01-09" "2015-01-12"
## [2021] "2015-01-13" "2015-01-14" "2015-01-15" "2015-01-16" "2015-01-20"
## [2026] "2015-01-21" "2015-01-22" "2015-01-23" "2015-01-26" "2015-01-27"
## [2031] "2015-01-28" "2015-01-29" "2015-01-30" "2015-02-02" "2015-02-03"
## [2036] "2015-02-04" "2015-02-05" "2015-02-06" "2015-02-09" "2015-02-10"
## [2041] "2015-02-11" "2015-02-12" "2015-02-13" "2015-02-17" "2015-02-18"
## [2046] "2015-02-19" "2015-02-20" "2015-02-23" "2015-02-24" "2015-02-25"
## [2051] "2015-02-26" "2015-02-27" "2015-03-02" "2015-03-03" "2015-03-04"
## [2056] "2015-03-05" "2015-03-06" "2015-03-09" "2015-03-10" "2015-03-11"
## [2061] "2015-03-12" "2015-03-13" "2015-03-16" "2015-03-17" "2015-03-18"
## [2066] "2015-03-19" "2015-03-20" "2015-03-23" "2015-03-24" "2015-03-25"
## [2071] "2015-03-26" "2015-03-27" "2015-03-30" "2015-03-31" "2015-04-01"
## [2076] "2015-04-02" "2015-04-06" "2015-04-07" "2015-04-08" "2015-04-09"
## [2081] "2015-04-10" "2015-04-13" "2015-04-14" "2015-04-15" "2015-04-16"
## [2086] "2015-04-17" "2015-04-20" "2015-04-21" "2015-04-22" "2015-04-23"
## [2091] "2015-04-24" "2015-04-27" "2015-04-28" "2015-04-29" "2015-04-30"
## [2096] "2015-05-01" "2015-05-04" "2015-05-05" "2015-05-06" "2015-05-07"
## [2101] "2015-05-08" "2015-05-11" "2015-05-12" "2015-05-13" "2015-05-14"
## [2106] "2015-05-15" "2015-05-18" "2015-05-19" "2015-05-20" "2015-05-21"
## [2111] "2015-05-22" "2015-05-26" "2015-05-27" "2015-05-28" "2015-05-29"
## [2116] "2015-06-01" "2015-06-02" "2015-06-03" "2015-06-04" "2015-06-05"
## [2121] "2015-06-08" "2015-06-09" "2015-06-10" "2015-06-11" "2015-06-12"
## [2126] "2015-06-15" "2015-06-16" "2015-06-17" "2015-06-18" "2015-06-19"
## [2131] "2015-06-22" "2015-06-23" "2015-06-24" "2015-06-25" "2015-06-26"
## [2136] "2015-06-29" "2015-06-30" "2015-07-01" "2015-07-02" "2015-07-06"
## [2141] "2015-07-07" "2015-07-08" "2015-07-09" "2015-07-10" "2015-07-13"
## [2146] "2015-07-14" "2015-07-15" "2015-07-16" "2015-07-17" "2015-07-20"
## [2151] "2015-07-21" "2015-07-22" "2015-07-23" "2015-07-24" "2015-07-27"
## [2156] "2015-07-28" "2015-07-29" "2015-07-30" "2015-07-31" "2015-08-03"
## [2161] "2015-08-04" "2015-08-05" "2015-08-06" "2015-08-07" "2015-08-10"
## [2166] "2015-08-11" "2015-08-12" "2015-08-13" "2015-08-14" "2015-08-17"
## [2171] "2015-08-18" "2015-08-19" "2015-08-20" "2015-08-21" "2015-08-24"
## [2176] "2015-08-25" "2015-08-26" "2015-08-27" "2015-08-28" "2015-08-31"
## [2181] "2015-09-01" "2015-09-02" "2015-09-03" "2015-09-04" "2015-09-08"
## [2186] "2015-09-09" "2015-09-10" "2015-09-11" "2015-09-14" "2015-09-15"
## [2191] "2015-09-16" "2015-09-17" "2015-09-18" "2015-09-21" "2015-09-22"
## [2196] "2015-09-23" "2015-09-24" "2015-09-25" "2015-09-28" "2015-09-29"
## [2201] "2015-09-30" "2015-10-01" "2015-10-02" "2015-10-05" "2015-10-06"
## [2206] "2015-10-07" "2015-10-08" "2015-10-09" "2015-10-12" "2015-10-13"
## [2211] "2015-10-14" "2015-10-15" "2015-10-16" "2015-10-19" "2015-10-20"
## [2216] "2015-10-21" "2015-10-22" "2015-10-23" "2015-10-26" "2015-10-27"
## [2221] "2015-10-28" "2015-10-29" "2015-10-30" "2015-11-02" "2015-11-03"
## [2226] "2015-11-04" "2015-11-05" "2015-11-06" "2015-11-09" "2015-11-10"
## [2231] "2015-11-11" "2015-11-12" "2015-11-13" "2015-11-16" "2015-11-17"
## [2236] "2015-11-18" "2015-11-19" "2015-11-20" "2015-11-23" "2015-11-24"
## [2241] "2015-11-25" "2015-11-27" "2015-11-30" "2015-12-01" "2015-12-02"
## [2246] "2015-12-03" "2015-12-04" "2015-12-07" "2015-12-08" "2015-12-09"
## [2251] "2015-12-10" "2015-12-11" "2015-12-14" "2015-12-15" "2015-12-16"
## [2256] "2015-12-17" "2015-12-18" "2015-12-21" "2015-12-22" "2015-12-23"
## [2261] "2015-12-24" "2015-12-28" "2015-12-29" "2015-12-30" "2015-12-31"
## [2266] "2016-01-04" "2016-01-05" "2016-01-06" "2016-01-07" "2016-01-08"
## [2271] "2016-01-11" "2016-01-12" "2016-01-13" "2016-01-14" "2016-01-15"
## [2276] "2016-01-19" "2016-01-20" "2016-01-21" "2016-01-22" "2016-01-25"
## [2281] "2016-01-26" "2016-01-27" "2016-01-28" "2016-01-29" "2016-02-01"
## [2286] "2016-02-02" "2016-02-03" "2016-02-04" "2016-02-05" "2016-02-08"
## [2291] "2016-02-09" "2016-02-10" "2016-02-11" "2016-02-12" "2016-02-16"
## [2296] "2016-02-17" "2016-02-18" "2016-02-19" "2016-02-22" "2016-02-23"
## [2301] "2016-02-24" "2016-02-25" "2016-02-26" "2016-02-29" "2016-03-01"
## [2306] "2016-03-02" "2016-03-03" "2016-03-04" "2016-03-07" "2016-03-08"
## [2311] "2016-03-09" "2016-03-10" "2016-03-11" "2016-03-14" "2016-03-15"
## [2316] "2016-03-16" "2016-03-17" "2016-03-18" "2016-03-21" "2016-03-22"
## [2321] "2016-03-23" "2016-03-24" "2016-03-28" "2016-03-29" "2016-03-30"
## [2326] "2016-03-31" "2016-04-01" "2016-04-04" "2016-04-05" "2016-04-06"
## [2331] "2016-04-07" "2016-04-08" "2016-04-11" "2016-04-12" "2016-04-13"
## [2336] "2016-04-14" "2016-04-15" "2016-04-18" "2016-04-19" "2016-04-20"
## [2341] "2016-04-21" "2016-04-22" "2016-04-25" "2016-04-26" "2016-04-27"
## [2346] "2016-04-28" "2016-04-29" "2016-05-02" "2016-05-03" "2016-05-04"
## [2351] "2016-05-05" "2016-05-06" "2016-05-09" "2016-05-10" "2016-05-11"
## [2356] "2016-05-12" "2016-05-13" "2016-05-16" "2016-05-17" "2016-05-18"
## [2361] "2016-05-19" "2016-05-20" "2016-05-23" "2016-05-24" "2016-05-25"
## [2366] "2016-05-26" "2016-05-27" "2016-05-31" "2016-06-01" "2016-06-02"
## [2371] "2016-06-03" "2016-06-06" "2016-06-07" "2016-06-08" "2016-06-09"
## [2376] "2016-06-10" "2016-06-13" "2016-06-14" "2016-06-15" "2016-06-16"
## [2381] "2016-06-17" "2016-06-20" "2016-06-21" "2016-06-22" "2016-06-23"
## [2386] "2016-06-24" "2016-06-27" "2016-06-28" "2016-06-29" "2016-06-30"
## [2391] "2016-07-01" "2016-07-05" "2016-07-06" "2016-07-07" "2016-07-08"
## [2396] "2016-07-11" "2016-07-12" "2016-07-13" "2016-07-14" "2016-07-15"
## [2401] "2016-07-18" "2016-07-19" "2016-07-20" "2016-07-21" "2016-07-22"
## [2406] "2016-07-25" "2016-07-26" "2016-07-27" "2016-07-28" "2016-07-29"
## [2411] "2016-08-01" "2016-08-02" "2016-08-03" "2016-08-04" "2016-08-05"
## [2416] "2016-08-08" "2016-08-09" "2016-08-10" "2016-08-11" "2016-08-12"
## [2421] "2016-08-15" "2016-08-16" "2016-08-17" "2016-08-18" "2016-08-19"
## [2426] "2016-08-22" "2016-08-23" "2016-08-24" "2016-08-25" "2016-08-26"
## [2431] "2016-08-29" "2016-08-30" "2016-08-31" "2016-09-01" "2016-09-02"
## [2436] "2016-09-06" "2016-09-07" "2016-09-08" "2016-09-09" "2016-09-12"
## [2441] "2016-09-13" "2016-09-14" "2016-09-15" "2016-09-16" "2016-09-19"
## [2446] "2016-09-20" "2016-09-21" "2016-09-22" "2016-09-23" "2016-09-26"
## [2451] "2016-09-27" "2016-09-28" "2016-09-29" "2016-09-30" "2016-10-03"
## [2456] "2016-10-04" "2016-10-05" "2016-10-06" "2016-10-07" "2016-10-10"
## [2461] "2016-10-11" "2016-10-12" "2016-10-13" "2016-10-14" "2016-10-17"
## [2466] "2016-10-18" "2016-10-19" "2016-10-20" "2016-10-21" "2016-10-24"
## [2471] "2016-10-25" "2016-10-26" "2016-10-27" "2016-10-28" "2016-10-31"
## [2476] "2016-11-01" "2016-11-02" "2016-11-03" "2016-11-04" "2016-11-07"
## [2481] "2016-11-08" "2016-11-09" "2016-11-10" "2016-11-11" "2016-11-14"
## [2486] "2016-11-15" "2016-11-16" "2016-11-17" "2016-11-18" "2016-11-21"
## [2491] "2016-11-22" "2016-11-23" "2016-11-25" "2016-11-28" "2016-11-29"
## [2496] "2016-11-30" "2016-12-01" "2016-12-02" "2016-12-05" "2016-12-06"
## [2501] "2016-12-07" "2016-12-08" "2016-12-09" "2016-12-12" "2016-12-13"
## [2506] "2016-12-14" "2016-12-15" "2016-12-16" "2016-12-19" "2016-12-20"
## [2511] "2016-12-21" "2016-12-22" "2016-12-23" "2016-12-27" "2016-12-28"
## [2516] "2016-12-29" "2016-12-30" "2017-01-03" "2017-01-04" "2017-01-05"
## [2521] "2017-01-06" "2017-01-09" "2017-01-10" "2017-01-11" "2017-01-12"
## [2526] "2017-01-13" "2017-01-17" "2017-01-18" "2017-01-19" "2017-01-20"
## [2531] "2017-01-23" "2017-01-24" "2017-01-25" "2017-01-26" "2017-01-27"
## [2536] "2017-01-30" "2017-01-31" "2017-02-01" "2017-02-02" "2017-02-03"
## [2541] "2017-02-06" "2017-02-07" "2017-02-08" "2017-02-09" "2017-02-10"
## [2546] "2017-02-13" "2017-02-14" "2017-02-15" "2017-02-16" "2017-02-17"
## [2551] "2017-02-21" "2017-02-22" "2017-02-23" "2017-02-24" "2017-02-27"
## [2556] "2017-02-28" "2017-03-01" "2017-03-02" "2017-03-03" "2017-03-06"
## [2561] "2017-03-07" "2017-03-08" "2017-03-09" "2017-03-10" "2017-03-13"
## [2566] "2017-03-14" "2017-03-15" "2017-03-16" "2017-03-17" "2017-03-20"
## [2571] "2017-03-21" "2017-03-22" "2017-03-23" "2017-03-24" "2017-03-27"
## [2576] "2017-03-28" "2017-03-29" "2017-03-30" "2017-03-31" "2017-04-03"
## [2581] "2017-04-04" "2017-04-05" "2017-04-06" "2017-04-07" "2017-04-10"
## [2586] "2017-04-11" "2017-04-12" "2017-04-13" "2017-04-17" "2017-04-18"
## [2591] "2017-04-19" "2017-04-20" "2017-04-21" "2017-04-24" "2017-04-25"
## [2596] "2017-04-26" "2017-04-27" "2017-04-28" "2017-05-01" "2017-05-02"
## [2601] "2017-05-03" "2017-05-04" "2017-05-05" "2017-05-08" "2017-05-09"
## [2606] "2017-05-10" "2017-05-11" "2017-05-12" "2017-05-15" "2017-05-16"
## [2611] "2017-05-17" "2017-05-18" "2017-05-19" "2017-05-22" "2017-05-23"
## [2616] "2017-05-24" "2017-05-25" "2017-05-26" "2017-05-30" "2017-05-31"
## [2621] "2017-06-01" "2017-06-02" "2017-06-05" "2017-06-06" "2017-06-07"
## [2626] "2017-06-08" "2017-06-09" "2017-06-12" "2017-06-13" "2017-06-14"
## [2631] "2017-06-15" "2017-06-16" "2017-06-19" "2017-06-20" "2017-06-21"
## [2636] "2017-06-22" "2017-06-23" "2017-06-26" "2017-06-27" "2017-06-28"
## [2641] "2017-06-29" "2017-06-30" "2017-07-03" "2017-07-05" "2017-07-06"
## [2646] "2017-07-07" "2017-07-10" "2017-07-11" "2017-07-12" "2017-07-13"
## [2651] "2017-07-14" "2017-07-17" "2017-07-18" "2017-07-19" "2017-07-20"
## [2656] "2017-07-21" "2017-07-24" "2017-07-25" "2017-07-26" "2017-07-27"
## [2661] "2017-07-28" "2017-07-31" "2017-08-01" "2017-08-02" "2017-08-03"
## [2666] "2017-08-04" "2017-08-07" "2017-08-08" "2017-08-09" "2017-08-10"
## [2671] "2017-08-11" "2017-08-14" "2017-08-15" "2017-08-16" "2017-08-17"
## [2676] "2017-08-18" "2017-08-21" "2017-08-22" "2017-08-23" "2017-08-24"
## [2681] "2017-08-25" "2017-08-28" "2017-08-29" "2017-08-30" "2017-08-31"
## [2686] "2017-09-01" "2017-09-05" "2017-09-06" "2017-09-07" "2017-09-08"
## [2691] "2017-09-11" "2017-09-12" "2017-09-13" "2017-09-14" "2017-09-15"
## [2696] "2017-09-18" "2017-09-19" "2017-09-20" "2017-09-21" "2017-09-22"
## [2701] "2017-09-25" "2017-09-26" "2017-09-27" "2017-09-28" "2017-09-29"
## [2706] "2017-10-02" "2017-10-03" "2017-10-04" "2017-10-05" "2017-10-06"
## [2711] "2017-10-09" "2017-10-10" "2017-10-11" "2017-10-12" "2017-10-13"
## [2716] "2017-10-16" "2017-10-17" "2017-10-18" "2017-10-19" "2017-10-20"
## [2721] "2017-10-23" "2017-10-24" "2017-10-25" "2017-10-26" "2017-10-27"
## [2726] "2017-10-30" "2017-10-31" "2017-11-01" "2017-11-02" "2017-11-03"
## [2731] "2017-11-06" "2017-11-07" "2017-11-08" "2017-11-09" "2017-11-10"
## [2736] "2017-11-13" "2017-11-14" "2017-11-15" "2017-11-16" "2017-11-17"
## [2741] "2017-11-20" "2017-11-21" "2017-11-22" "2017-11-24" "2017-11-27"
## [2746] "2017-11-28" "2017-11-29" "2017-11-30" "2017-12-01" "2017-12-04"
## [2751] "2017-12-05" "2017-12-06" "2017-12-07" "2017-12-08" "2017-12-11"
## [2756] "2017-12-12" "2017-12-13" "2017-12-14" "2017-12-15" "2017-12-18"
## [2761] "2017-12-19" "2017-12-20" "2017-12-21" "2017-12-22" "2017-12-26"
## [2766] "2017-12-27" "2017-12-28" "2017-12-29" "2018-01-02" "2018-01-03"
## [2771] "2018-01-04" "2018-01-05" "2018-01-08" "2018-01-09" "2018-01-10"
## [2776] "2018-01-11" "2018-01-12" "2018-01-16" "2018-01-17" "2018-01-18"
## [2781] "2018-01-19" "2018-01-22" "2018-01-23" "2018-01-24" "2018-01-25"
## [2786] "2018-01-26" "2018-01-29" "2018-01-30" "2018-01-31" "2018-02-01"
## [2791] "2018-02-02" "2018-02-05" "2018-02-06" "2018-02-07" "2018-02-08"
## [2796] "2018-02-09" "2018-02-12" "2018-02-13" "2018-02-14" "2018-02-15"
## [2801] "2018-02-16" "2018-02-20" "2018-02-21" "2018-02-22" "2018-02-23"
## [2806] "2018-02-26" "2018-02-27" "2018-02-28" "2018-03-01" "2018-03-02"
## [2811] "2018-03-05" "2018-03-06" "2018-03-07" "2018-03-08" "2018-03-09"
## [2816] "2018-03-12" "2018-03-13" "2018-03-14" "2018-03-15" "2018-03-16"
## [2821] "2018-03-19" "2018-03-20" "2018-03-21" "2018-03-22" "2018-03-23"
## [2826] "2018-03-26" "2018-03-27" "2018-03-28" "2018-03-29" "2018-04-02"
## [2831] "2018-04-03" "2018-04-04" "2018-04-05" "2018-04-06" "2018-04-09"
## [2836] "2018-04-10" "2018-04-11" "2018-04-12" "2018-04-13" "2018-04-16"
## [2841] "2018-04-17" "2018-04-18" "2018-04-19" "2018-04-20" "2018-04-23"
## [2846] "2018-04-24" "2018-04-25" "2018-04-26" "2018-04-27" "2018-04-30"
## [2851] "2018-05-01" "2018-05-02" "2018-05-03" "2018-05-04" "2018-05-07"
## [2856] "2018-05-08" "2018-05-09" "2018-05-10" "2018-05-11" "2018-05-14"
## [2861] "2018-05-15" "2018-05-16" "2018-05-17" "2018-05-18" "2018-05-21"
## [2866] "2018-05-22" "2018-05-23" "2018-05-24" "2018-05-25" "2018-05-29"
## [2871] "2018-05-30" "2018-05-31" "2018-06-01" "2018-06-04" "2018-06-05"
## [2876] "2018-06-06" "2018-06-07" "2018-06-08" "2018-06-11" "2018-06-12"
## [2881] "2018-06-13" "2018-06-14" "2018-06-15" "2018-06-18" "2018-06-19"
## [2886] "2018-06-20" "2018-06-21" "2018-06-22" "2018-06-25" "2018-06-26"
## [2891] "2018-06-27" "2018-06-28" "2018-06-29" "2018-07-02" "2018-07-03"
## [2896] "2018-07-05" "2018-07-06" "2018-07-09" "2018-07-10" "2018-07-11"
## [2901] "2018-07-12" "2018-07-13" "2018-07-16" "2018-07-17" "2018-07-18"
## [2906] "2018-07-19" "2018-07-20" "2018-07-23" "2018-07-24" "2018-07-25"
## [2911] "2018-07-26" "2018-07-27" "2018-07-30" "2018-07-31" "2018-08-01"
## [2916] "2018-08-02" "2018-08-03" "2018-08-06" "2018-08-07" "2018-08-08"
## [2921] "2018-08-09" "2018-08-10" "2018-08-13" "2018-08-14" "2018-08-15"
## [2926] "2018-08-16" "2018-08-17" "2018-08-20" "2018-08-21" "2018-08-22"
## [2931] "2018-08-23" "2018-08-24" "2018-08-27" "2018-08-28" "2018-08-29"
## [2936] "2018-08-30" "2018-08-31" "2018-09-04" "2018-09-05" "2018-09-06"
## [2941] "2018-09-07" "2018-09-10" "2018-09-11" "2018-09-12" "2018-09-13"
## [2946] "2018-09-14" "2018-09-17" "2018-09-18" "2018-09-19" "2018-09-20"
## [2951] "2018-09-21" "2018-09-24" "2018-09-25" "2018-09-26" "2018-09-27"
## [2956] "2018-09-28" "2018-10-01" "2018-10-02" "2018-10-03" "2018-10-04"
## [2961] "2018-10-05" "2018-10-08" "2018-10-09" "2018-10-10" "2018-10-11"
## [2966] "2018-10-12" "2018-10-15" "2018-10-16" "2018-10-17" "2018-10-18"
## [2971] "2018-10-19" "2018-10-22" "2018-10-23" "2018-10-24" "2018-10-25"
## [2976] "2018-10-26" "2018-10-29" "2018-10-30" "2018-10-31" "2018-11-01"
## [2981] "2018-11-02" "2018-11-05" "2018-11-06" "2018-11-07" "2018-11-08"
## [2986] "2018-11-09" "2018-11-12" "2018-11-13" "2018-11-14" "2018-11-15"
## [2991] "2018-11-16" "2018-11-19" "2018-11-20" "2018-11-21" "2018-11-23"
## [2996] "2018-11-26" "2018-11-27" "2018-11-28" "2018-11-29" "2018-11-30"
## [3001] "2018-12-03" "2018-12-04" "2018-12-06" "2018-12-07" "2018-12-10"
## [3006] "2018-12-11" "2018-12-12" "2018-12-13" "2018-12-14" "2018-12-17"
## [3011] "2018-12-18" "2018-12-19" "2018-12-20" "2018-12-21" "2018-12-24"
## [3016] "2018-12-26" "2018-12-27" "2018-12-28" "2018-12-31" "2019-01-02"
## [3021] "2019-01-03" "2019-01-04" "2019-01-07" "2019-01-08" "2019-01-09"
## [3026] "2019-01-10" "2019-01-11" "2019-01-14" "2019-01-15" "2019-01-16"
## [3031] "2019-01-17" "2019-01-18" "2019-01-22" "2019-01-23" "2019-01-24"
## [3036] "2019-01-25" "2019-01-28" "2019-01-29" "2019-01-30" "2019-01-31"
## [3041] "2019-02-01" "2019-02-04" "2019-02-05" "2019-02-06" "2019-02-07"
## [3046] "2019-02-08" "2019-02-11" "2019-02-12" "2019-02-13" "2019-02-14"
## [3051] "2019-02-15" "2019-02-19" "2019-02-20" "2019-02-21" "2019-02-22"
## [3056] "2019-02-25" "2019-02-26" "2019-02-27" "2019-02-28" "2019-03-01"
## [3061] "2019-03-04" "2019-03-05" "2019-03-06" "2019-03-07" "2019-03-08"
## [3066] "2019-03-11" "2019-03-12" "2019-03-13" "2019-03-14" "2019-03-15"
## [3071] "2019-03-18" "2019-03-19" "2019-03-20" "2019-03-21" "2019-03-22"
## [3076] "2019-03-25" "2019-03-26" "2019-03-27" "2019-03-28" "2019-03-29"
## [3081] "2019-04-01" "2019-04-02" "2019-04-03"
## attr(,"period")
## [1] "daily"firm3.p.ret<-firm3.day %>% merge(firm3)
colnames(firm3.p.ret)<-c("ABB_ret", "ROK_ret", "MIELY_ret",
"ABB_price", "ROK_price", "MIELY_price")
head(firm3.p.ret)## ABB_ret ROK_ret MIELY_ret ABB_price ROK_price
## 2007-01-03 0.000000000 0.0000000000 0.00000000 12.54934 45.85376
## 2007-01-04 -0.031986455 -0.0128016122 0.03581277 12.14793 45.26675
## 2007-01-05 -0.018550726 -0.0058186854 0.00000000 11.92258 45.00336
## 2007-01-08 0.015947973 0.0031770516 0.00000000 12.11272 45.14634
## 2007-01-09 -0.003488398 -0.0008333788 -0.03457456 12.07047 45.10871
## 2007-01-10 0.001166815 0.0010011813 -0.01377403 12.08455 45.15388
## MIELY_price
## 2007-01-03 13.56393
## 2007-01-04 14.04969
## 2007-01-05 14.04969
## 2007-01-08 14.04969
## 2007-01-09 13.56393
## 2007-01-10 13.37710head(simple_returns02(ABB))## ABB.Open ABB.High ABB.Low ABB.Close
## 2007-01-04 -0.0424945341 -0.040793773 -0.035028303 -0.031986532
## 2007-01-05 -0.0213256484 -0.022988506 -0.014051522 -0.018550725
## 2007-01-08 0.0176679034 0.020588235 0.014251781 0.015948080
## 2007-01-09 -0.0075232056 -0.009221844 -0.009367681 -0.003488488
## 2007-01-10 0.0005830904 0.000000000 0.006501241 0.001166920
## 2007-01-11 -0.0052447552 0.006980686 0.002348737 0.002331061
## ABB.Volume ABB.Adjusted
## 2007-01-04 1.15331371 -0.031986455
## 2007-01-05 -0.29105031 -0.018550726
## 2007-01-08 -0.61594961 0.015947973
## 2007-01-09 0.05929804 -0.003488398
## 2007-01-10 0.23874124 0.001166815
## 2007-01-11 -0.10210479 0.002331075#install.packages("PerformanceAnalytics")
library(PerformanceAnalytics)##
## Attaching package: 'PerformanceAnalytics'## The following object is masked from 'package:graphics':
##
## legendhead(na.omit(Return.calculate(firm3)))## ABB ROK MIELY
## 2007-01-04 -0.031986455 -0.0128016122 0.035812772
## 2007-01-05 -0.018550726 -0.0058186854 0.000000000
## 2007-01-08 0.015947973 0.0031770516 0.000000000
## 2007-01-09 -0.003488398 -0.0008333788 -0.034574561
## 2007-01-10 0.001166815 0.0010011813 -0.013774030
## 2007-01-11 0.002331075 0.0119996783 -0.005027845firm3.mon<-firm3 %>% to.monthly(indexAt = "lastof", OHLC=FALSE) %>%
Return.calculate()
head(firm3.mon)## ABB ROK MIELY
## 2007-01-31 NA NA NA
## 2007-02-28 -0.06176284 0.018255198 0.128318440
## 2007-03-31 0.02812694 -0.035133067 -0.004901869
## 2007-04-30 0.16181580 -0.005511733 -0.031526868
## 2007-05-31 0.08609565 0.148112846 -0.059003382
## 2007-06-30 0.05263175 0.020426026 0.032433199firm3.week<-firm3 %>% to.weekly(indexAt = "lastof", OHLC=FALSE) %>%
Return.calculate()
head(firm3.week)## ABB ROK MIELY
## 2007-01-05 NA NA NA
## 2007-01-12 0.04666263 0.02307668 -0.052659510
## 2007-01-19 -0.01410819 0.02092206 0.000561389
## 2007-01-26 0.00000000 -0.06612258 0.012906730
## 2007-02-02 0.04235834 0.06463257 0.001662145
## 2007-02-09 0.01812189 0.01545900 0.061393823firm3.day<-firm3 %>% to.daily(indexAt = "lastof", OHLC=FALSE) %>%
Return.calculate()
head(firm3.day)## ABB ROK MIELY
## 2007-01-31 NA NA NA
## 2007-01-31 -0.031986455 -0.0128016122 0.03581277
## 2007-01-31 -0.018550726 -0.0058186854 0.00000000
## 2007-01-31 0.015947973 0.0031770516 0.00000000
## 2007-01-31 -0.003488398 -0.0008333788 -0.03457456
## 2007-01-31 0.001166815 0.0010011813 -0.01377403