Hello, I'm EDWIN, I create (make) GUI, with call many function
but I don't know why when I call function I can't. if without function, Yes
I can..
can you help me ? can you make this, become true with full code?
Can you help me to
create data.entry with interface
LM - BETA1.HAT - BETA2.HAT SD.BETA1.HAT HAT SD.BETA2.HAT RLM - BETA1.HAT
- BETA2.HAT SD.BETA1.HAT HAT SD.BETA2.HAT
2
10 value
100
Thx
Edwwin
library(boot)
library(bootstrap)
library(MASS) # MASS berisi tools untuk fitting robust regression
library(tcltk)
library(stats)
library(rpanel)
#########################################################################################
ambil<-function() {
data <- read.csv("F:/data.csv")
plot<-plot(data[,2],data[,3], xlab="Euro",ylab="Rupiah",main="Plot Euro, dan
Rupiah")
}
data <- read.csv("F:/data.csv")
x <- data[,2]
y <- data[,3]
#########################################################################################
function seluruhlinier(){
plot(x, y)
fred <- lm(y ~ x)
curve(predict(fred, data.frame(x = x)), add = TRUE)
beta1.hat <- coefficients(fred)[1]
beta2.hat <- coefficients(fred)[2]
n <- length(x)
beta1.star <- double(nboot)
beta2.star <- double(nboot)
for (i in 1:nboot) {
k.star <- sample(n, replace = TRUE)
x.star <- x[k.star]
y.star <- y[k.star]
sally <- lm(y.star ~ x.star )
curve(predict(sally, data.frame(x.star = x)),
add = TRUE, col = "plum")
beta1.star[i] <- coefficients(sally)[1]
beta2.star[i] <- coefficients(sally)[2]
}
points(x, y, pch = 16)
curve(predict(fred, data.frame(x = x)),
add = TRUE, lwd = 2)
data.frame (beta1.hat,sd(beta1.star),beta2.hat,sd(beta2.star),beta2.hat /
sd(beta2.star))
}
#########################################################################################
function seluruhrobust(){
plot(x, y)
fred <- rlm(y ~ x)
curve(predict(fred, data.frame(x = x)), add = TRUE)
beta1.hat <- coefficients(fred)[1]
beta2.hat <- coefficients(fred)[2]
n <- length(x)
beta1.star <- double(nboot)
beta2.star <- double(nboot)
for (i in 1:nboot) {
k.star <- sample(n, replace = TRUE)
x.star <- x[k.star]
y.star <- y[k.star]
sally <- rlm(y.star ~ x.star )
curve(predict(sally, data.frame(x.star = x)),
add = TRUE, col = "plum")
beta1.star[i] <- coefficients(sally)[1]
beta2.star[i] <- coefficients(sally)[2]
}
points(x, y, pch = 16)
curve(predict(fred, data.frame(x = x)),
add = TRUE, lwd = 2)
data.frame (beta1.hat,sd(beta1.star),beta2.hat,sd(beta2.star),beta2.hat /
sd(beta2.star))
}
#########################################################################################
function linier2(){
nboot <- 2
seluruhlinier()
}
#########################################################################################
function linier30(){
nboot <- 30
seluruhlinier()
}
###########################################################################################
function linier100(){
nboot <- 100
seluruhlinier()
}
############################################################################################
function robust2(){
nboot <- 2
seluruhrobust()
}
#########################################################################################
function linier30(){
nboot <- 30
seluruhrobust()
}
###########################################################################################
function linier100(){
nboot <- 100
seluruhrobust()
}
###########################################################################################
hitungan<-function()
{
#data.entry(y_hat_linier,y_hat_robust,Residual_linier,Residual_robust)
}
############################################################################
kesimpulan<-function()
{
m4 <- tktoplevel()
tkwm.geometry(m4, "+0+0")
tkpack(fr <- tkframe(m4), side = "top")
tkwm.title(m4, "Kesimpulan")
tkpack(tklabel(fr, text = "Semakin besar bootstrap, semakin besar nilai beta1*,
dan beta2*, Beta1 topi dan Beta topi2 akan tetap sama jika diulang terus
menerus", width = "120"), side = "left")
tkpack(fr <- tkframe(m4), side = "top")
tkpack(tkbutton(m4, text = "OK", command = function() tkdestroy(m4)),
side = "right")
}
linier<-function ()
{
m2 <- tktoplevel()
tkwm.geometry(m2, "+0+0")
tkpack(fr <- tkframe(m2), side = "top")
tkwm.title(m2, "Regresi Linier")
tkpack(tklabel(fr, text = "OUTPUT", width = "50"), side = "left")
tkpack(tkbutton(m2, text = "Regresi Linier B = 2",command=linier2), side =
"left")
tkpack(tkbutton(m2, text = "Regresi Linier B = 30",command=linier30), side =
"left")
tkpack(tkbutton(m2, text = "Regresi Linier B = 100",command=linier100), side =
"left")
tkpack(fr <- tkframe(m2), side = "top")
tkpack(tkbutton(m2, text = "Kembali", command = function() tkdestroy(m2)),
side = "right")
}
robust<-function()
{
m3 <- tktoplevel()
tkwm.geometry(m3, "+0+0")
tkpack(fr <- tkframe(m3), side = "top")
tkwm.title(m3, "Regresi Robust")
tkpack(tklabel(fr, text = "OUTPUT", width = "50"), side = "left")
tkpack(tkbutton(m3, text = "Regresi robust B = 2",command=robust2), side =
"left")
tkpack(tkbutton(m3, text = "Regresi robust B = 30",command=robust30), side =
"left")
tkpack(tkbutton(m3, text = "Regresi robust B = 100",command=robust100), side =
"left")
tkpack(fr <- tkframe(m3), side = "top")
tkpack(tkbutton(m3, text = "Kembali", command = function() tkdestroy(m3)),
side = "right")
}
rp.messagebox("Selamat Datang di Aplikasi Regresi Bootstrap \nOleh: Edwin
Wibisono (0800760383)", title="Bootstrap Regresi")
local({
tt <- tktoplevel()
tkwm.title(tt, "Bootstrap Regresi")
frm <- tkframe(tt,borderwidth=400)
f.but <- tkbutton(tt,text="Buka
File",command=function()(local({fn<-choose.files(filters=Filters[c('R','txt','All'),],index=4)
file.show(fn,header=fn,title='')}))
)
tkpack(frm,f.but)
})
#local({fn<-choose.files(filters=Filters[c('R','txt','All'),],index=4)
#+ file.show(fn,header=fn,title='')})
m <- tktoplevel()
tkwm.title(m, "Bootstrap Regresi")
tkwm.geometry(m, "+0+0")
tkpack(fr <- tkframe(m), side = "top")
tkpack(tklabel(fr, text = "Aplikasi Bootstrap untuk Regresi Linier dan Regresi
Robust", width = "50"), side = "left")
tkpack(tkbutton(m, text = "Gambar Plot",command = ambil), side = "left")
tkpack(tkbutton(m, text = "Regresi Linier",command =linier), side = "left")
tkpack(tkbutton(m, text = "Regresi Robust",command =robust), side = "left")
tkpack(tkbutton(m, text = "Kesimpulan",command =kesimpulan), side = "left")
tkpack(fr <- tkframe(m), side = "top")
tkpack(tkbutton(m, text = "Keluar", command = function() tkdestroy(m)),
side = "right")
###########################Tanggal Euro Rupiah Ringgit
1/1/2008 0.6803 9468.3 3.3486
1/2/2008 0.6855 9467.6 3.3887
1/3/2008 0.6824 9393 3.3156
1/4/2008 0.6791 9417 3.2948
1/5/2008 0.6783 9452.3 3.2863
1/6/2008 0.6785 9452 3.2911
1/7/2008 0.6785 9451.6 3.3051
1/8/2008 0.6797 9442.5 3.2843
1/9/2008 0.68 9433.2 3.274
1/10/2008 0.6803 9431.4 3.2679
1/11/2008 0.6805 9434.4 3.2658
1/12/2008 0.676 9436.6 3.2589
1/13/2008 0.677 9436.6 3.2633
1/14/2008 0.677 9432.2 3.2622
1/15/2008 0.6736 9376.9 3.2614
1/16/2008 0.6726 9438.4 3.258
1/17/2008 0.6764 9438.4 3.2677
1/18/2008 0.6821 9456.2 3.2889
1/19/2008 0.6831 9453.8 3.2736
1/20/2008 0.6842 9450.9 3.2709
1/21/2008 0.6842 9464.6 3.2722
1/22/2008 0.6887 9567.9 3.2986
1/23/2008 0.6903 9483.4 3.2969
1/24/2008 0.6848 9346.9 3.2847
1/25/2008 0.6824 9360.4 3.2726
1/26/2008 0.6788 9351.2 3.2471
1/27/2008 0.6814 9351.5 3.2432
1/28/2008 0.6814 9344.3 3.2426
1/29/2008 0.6797 9348.5 3.2434
1/30/2008 0.6769 9353.6 3.2394
1/31/2008 0.6765 9247.2 3.2354
2/1/2008 0.6733 9222.7 3.2336
2/2/2008 0.6729 9224.1 3.238
2/3/2008 0.6758 9223.9 3.2476
2/4/2008 0.6758 9218 3.2859
2/5/2008 0.675 9232.3 3.2326
2/6/2008 0.678 9221.1 3.2295
2/7/2008 0.6833 9249.3 3.2328
2/8/2008 0.6856 9344.9 3.235
2/9/2008 0.6903 9248.6 3.233
2/10/2008 0.6896 9240.3 3.2323
2/11/2008 0.6896 9233.2 3.231
2/12/2008 0.6882 9278.8 3.241
2/13/2008 0.6879 9240.2 3.2409
2/14/2008 0.6862 9264.4 3.24
2/15/2008 0.6852 9220.3 3.2368
2/16/2008 0.6823 9180.1 3.2247
2/17/2008 0.6813 9180.1 3.2221
2/18/2008 0.6813 9180.7 3.2219
2/19/2008 0.6822 9191.6 3.2298
2/20/2008 0.6802 9167.1 3.2277
2/21/2008 0.6802 9161.4 3.2245
2/22/2008 0.6784 9095.1 3.2207
2/23/2008 0.6748 9168.9 3.2192
2/24/2008 0.6747 9168.4 3.2165
2/25/2008 0.6747 9166.3 3.2712
2/26/2008 0.6748 9173.1 3.2178
2/27/2008 0.6733 9067 3.2125
2/28/2008 0.665 9039 3.2033
2/29/2008 0.6611 9060.3 3.2029
3/1/2008 0.6583 9057.5 3.1961
3/2/2008 0.659 9056.5 3.1969
3/3/2008 0.659 9052.6 3.197
3/4/2008 0.6581 9094.4 3.1988
3/5/2008 0.6578 9106 3.1893
3/6/2008 0.6574 9099.5 3.1855
3/7/2008 0.6532 9032 3.1697
3/8/2008 0.6502 9050.9 3.1675
3/9/2008 0.6514 9062.1 3.1676
3/10/2008 0.6514 9041.2 3.1642
3/11/2008 0.6507 9189.1 3.1955
3/12/2008 0.651 9167.5 3.202
3/13/2008 0.6489 9124.09 3.1937
3/14/2008 0.6424 9132.42 3.1614
3/15/2008 0.6406 9208.1 3.1612
3/16/2008 0.6382 9250.69 3.1695
3/17/2008 0.6382 9198.2 3.1514
3/18/2008 0.6341 9167.6 3.1781
3/19/2008 0.6344 9165.9 3.1759
3/20/2008 0.6378 9242.14 3.1809
3/21/2008 0.6439 9242.14 3.1803
3/22/2008 0.6478 9174.31 3.1761
3/23/2008 0.6481 9041.59 3.1801
3/24/2008 0.6481 9107.47 3.1488
3/25/2008 0.6494 9208.1 3.2383
3/26/2008 0.6438 9115.77 3.1926
3/27/2008 0.6377 9140.77 3.191
3/28/2008 0.6329 9182.74 3.2065
3/29/2008 0.6336 9208.1 3.2006
3/30/2008 0.6333 9208.1 3.1916
3/31/2008 0.6333 9208.1 3.2545
4/1/2008 0.633 9208.1 3.1982
4/2/2008 0.6371 9276.44 3.1947
4/3/2008 0.6403 9216.59 3.1871
4/4/2008 0.6396 9233.61 3.1909
4/5/2008 0.6364 9182.74 3.1968
4/6/2008 0.6356 9174.31 3.1969
4/7/2008 0.6356 9174.31 3.1967
4/8/2008 0.6368 9194.2 3.1912
4/9/2008 0.6357 9182.74 3.1887
4/10/2008 0.6354 9191.18 3.1798
4/11/2008 0.632 9216.59 3.155
4/12/2008 0.6332 9165.9 3.1587
4/13/2008 0.6328 9191.18 3.1488
4/14/2008 0.6331 9208.1 3.1578
4/15/2008 0.6342 9208.1 3.1702
4/16/2008 0.6321 9191.18 3.1698
4/17/2008 0.6302 9149.13 3.1581
4/18/2008 0.6278 9216.59 3.1521
4/19/2008 0.6308 9199.63 3.1424
4/20/2008 0.6324 9191.18 3.1496
4/21/2008 0.6324 9182.74 3.1437
4/22/2008 0.6307 9167.3 3.1342
4/23/2008 0.6277 9157.51 3.1413
4/24/2008 0.6269 9165.9 3.1365
4/25/2008 0.6335 9207.5 3.1424
4/26/2008 0.6392 9242.14 3.1571
4/27/2008 0.64 9225.09 3.1542
4/28/2008 0.6401 9225.09 3.1525
4/29/2008 0.6396 9285.05 3.1594
4/30/2008 0.6407 9310.99 3.1556
5/1/2008 0.6423 9293.68 3.1585
5/2/2008 0.6429 9433.96 3.1831
5/3/2008 0.6472 9236.4 3.1693
5/4/2008 0.6485 9235.4 3.1689
5/5/2008 0.6486 9225.2 3.165
5/6/2008 0.6467 9208.1 3.1576
5/7/2008 0.6444 9182.74 3.1542
5/8/2008 0.6467 9259.26 3.1678
5/9/2008 0.6509 9242.14 3.2186
5/10/2008 0.6478 9208.1 3.2008
5/11/2008 0.6461 9259.26 3.2034
5/12/2008 0.6461 9259.26 3.2024
5/13/2008 0.6468 9233.61 3.2475
5/14/2008 0.6449 9233.61 3.219
5/15/2008 0.647 9285.05 3.2658
5/16/2008 0.6461 9293.68 3.2773
5/17/2008 0.6452 9285.05 3.2443
5/18/2008 0.6422 9267.84 3.2464
5/19/2008 0.6422 9267.84 3.2664
5/20/2008 0.6425 9259.26 3.2396
5/21/2008 0.6414 9216.59 3.2481
5/22/2008 0.6366 9225.09 3.2275
5/23/2008 0.6346 9416.2 3.2122
5/24/2008 0.635 9380.86 3.2184
5/25/2008 0.6346 9310.99 3.232
5/26/2008 0.6346 9310.99 3.2207
5/27/2008 0.6343 9319.66 3.2338
5/28/2008 0.6346 9328.36 3.2461
5/29/2008 0.6379 9354.54 3.2432
5/30/2008 0.6416 9354.54 3.2537
5/31/2008 0.6442 9372.07 3.2441
6/1/2008 0.6431 9363.3 3.2531
6/2/2008 0.6431 9363.3 3.2451
6/3/2008 0.6435 9363.3 3.2268
6/4/2008 0.644 9372.07 3.2312
6/5/2008 0.6473 9416.2 3.2517
6/6/2008 0.6469 9380.86 3.2589
6/7/2008 0.6386 9242.14 3.2602
6/8/2008 0.6356 9199.63 3.2602
6/9/2008 0.634 9199.63 3.2861
6/10/2008 0.6346 9233.61 3.2685
6/11/2008 0.643 9398.5 3.2717
6/12/2008 0.6452 9302.33 3.2742
6/13/2008 0.6467 9398.5 3.2801
6/14/2008 0.6506 9433.96 3.2791
6/15/2008 0.6504 9442.87 3.284
6/16/2008 0.6503 9442.87 3.2829
6/17/2008 0.6481 9363.3 3.2776
6/18/2008 0.6451 9302.33 3.2493
6/19/2008 0.645 9310.99 3.2578
6/20/2008 0.6441 9293.68 3.2623
6/21/2008 0.6414 9233.61 3.2597
6/22/2008 0.6409 9259.26 3.258
6/23/2008 0.6409 9259.26 3.2582
6/24/2008 0.6428 9319.66 3.269
6/25/2008 0.6431 9293.68 3.2595
6/26/2008 0.6418 9259.26 3.2621
6/27/2008 0.6371 9199.63 3.2557
6/28/2008 0.6349 9199.63 3.2632
6/29/2008 0.6333 9208.1 3.265
6/30/2008 0.6334 9189.1 3.2588
7/1/2008 0.6338 9208.1 3.27
7/2/2008 0.6342 9191.18 3.2681
7/3/2008 0.632 9182.74 3.2754
7/4/2008 0.6318 9242.14 3.2719
7/5/2008 0.637 9216.59 3.2795
7/6/2008 0.6368 9216.59 3.2735
7/7/2008 0.6368 9216.59 3.2737
7/8/2008 0.6383 9233.61 3.2648
7/9/2008 0.6371 9216.59 3.2627
7/10/2008 0.6371 9182.74 3.2495
7/11/2008 0.6355 9174.31 3.2517
7/12/2008 0.632 9132.42 3.2467
7/13/2008 0.6277 9090.91 3.2518
7/14/2008 0.6276 9090.91 3.2532
7/15/2008 0.6291 9124.09 3.2371
7/16/2008 0.6274 9115.77 3.2235
7/17/2008 0.6293 9165.9 3.2305
7/18/2008 0.6311 9174.31 3.2361
7/19/2008 0.631 9165.9 3.2461
7/20/2008 0.6312 9149.13 3.272
7/21/2008 0.6312 9149.13 3.2924
7/22/2008 0.6304 9132.42 3.244
7/23/2008 0.6294 9165.9 3.2413
7/24/2008 0.6348 9191.18 3.2433
7/25/2008 0.6378 9216.59 3.2536
7/26/2008 0.6368 9115.77 3.2515
7/27/2008 0.6368 9149.13 3.2557
7/28/2008 0.6368 9149.13 3.2548
7/29/2008 0.636 9115.77 3.2671
7/30/2008 0.637 9132.42 3.2662
7/31/2008 0.6418 9124.09 3.2644
8/1/2008 0.6411 9107.47 3.2591
8/2/2008 0.6435 9150.1 3.2717
8/3/2008 0.6427 9138.8 3.2677
8/4/2008 0.6427 9139.2 3.2679
8/5/2008 0.6419 9124.6 3.267
8/6/2008 0.6446 9099 3.2751
8/7/2008 0.6468 9082.65 3.2779
8/8/2008 0.6487 9082.65 3.2868
8/9/2008 0.6594 9276.44 3.3136
8/10/2008 0.6666 9174.31 3.3064
8/11/2008 0.6666 9182.74 3.31
8/12/2008 0.6678 9208.1 3.3233
8/13/2008 0.6712 9191.18 3.3301
8/14/2008 0.6705 9174.31 3.3179
8/15/2008 0.6718 9182.74 3.3353
8/16/2008 0.6784 9276.44 3.3515
8/17/2008 0.6811 9293.68 3.3784
8/18/2008 0.6811 9293.68 3.3513
8/19/2008 0.6794 9276.44 3.3364
8/20/2008 0.6804 9285.05 3.3379
8/21/2008 0.6781 9267.84 3.334
8/22/2008 0.6756 9208.1 3.3404
8/23/2008 0.6735 9208.1 3.3475
8/24/2008 0.6763 9233.61 3.3448
8/25/2008 0.6762 9233.61 3.3455
8/26/2008 0.6777 9250.69 3.3838
8/27/2008 0.6815 9319.66 3.3953
8/28/2008 0.6802 9242.14 3.3817
8/29/2008 0.678 9157.51 3.3843
8/30/2008 0.6796 9174.31 3.3943
8/31/2008 0.6817 9174.31 3.3857
9/1/2008 0.6817 9199.63 3.459
9/2/2008 0.6832 9233.61 3.4072
9/3/2008 0.6877 9302.33 3.4277
9/4/2008 0.6912 9560.23 3.4439
9/5/2008 0.6914 9425.07 3.4328
9/6/2008 0.7009 9337.07 3.4751
9/7/2008 0.7012 9337.07 3.4999
9/8/2008 0.701 9337.07 3.4721
9/9/2008 0.7005 9354.54 3.4383
9/10/2008 0.7076 9398.5 3.4603
9/11/2008 0.7087 9407.34 3.4604
9/12/2008 0.717 9514.75 3.475
9/13/2008 0.7105 9389.67 3.454
9/14/2008 0.7031 9372.07 3.4618
9/15/2008 0.7029 9345.79 3.4521
9/16/2008 0.7006 9276.44 3.4544
9/17/2008 0.7035 9259.26 3.4585
9/18/2008 0.7045 9425.07 3.4462
9/19/2008 0.6956 9328.36 3.468
9/20/2008 0.6988 9398.5 3.4753
9/21/2008 0.6915 9398.5 3.4633
9/22/2008 0.6914 9389.67 3.4683
9/23/2008 0.6859 9259.26 3.4248
9/24/2008 0.6778 9328.36 3.4196
9/25/2008 0.6815 9354.54 3.4289
9/26/2008 0.6815 9354.54 3.431
9/27/2008 0.6843 9389.67 3.4361
9/28/2008 0.6846 9398.5 3.4363
9/29/2008 0.6846 9416.2 3.4413
9/30/2008 0.6923 9505.7 3.4532
10/1/2008 0.6997 9532.89 3.4465
10/2/2008 0.7098 9505.7 3.457
10/3/2008 0.7188 9551.1 3.453
10/4/2008 0.7232 9425.07 3.4725
10/5/2008 0.7262 9442.87 3.5119
10/6/2008 0.7266 9469.7 3.4908
10/7/2008 0.7359 9624.64 3.4938
10/8/2008 0.7368 9532.89 3.4954
10/9/2008 0.7337 9569.38 3.5032
10/10/2008 0.7317 9569.38 3.5083
10/11/2008 0.7387 9727.63 3.5224
10/12/2008 0.7467 9803.92 3.5021
10/13/2008 0.7461 9803.92 3.576
10/14/2008 0.7366 9765.63 3.5025
10/15/2008 0.7319 9699.32 3.4953
10/16/2008 0.7361 9756.1 3.5189
10/17/2008 0.7437 9861.93 3.5333
10/18/2008 0.7432 9881.42 3.5311
10/19/2008 0.7461 9852.22 3.5323
10/20/2008 0.7461 9861.93 3.5345
10/21/2008 0.7454 9900.99 3.5287
10/22/2008 0.7549 9990.01 3.5389
10/23/2008 0.7742 10000 3.5631
10/24/2008 0.7801 9960.16 3.5798
10/25/2008 0.7903 10080.6 3.5904
10/26/2008 0.7876 9980.04 3.5747
10/27/2008 0.7928 10091 3.6146
10/28/2008 0.7991 10000 3.5805
10/29/2008 0.8007 10846 3.579
10/30/2008 0.7823 10638.3 3.5863
10/31/2008 0.7661 10787.5 3.5309
11/1/2008 0.785 10976.9 3.57
11/2/2008 0.7863 11061.9 3.5615
11/3/2008 0.7862 11049.7 3.5588
11/4/2008 0.7821 10989 3.5292
11/5/2008 0.7858 10929 3.5459
11/6/2008 0.7731 10787.5 3.538
11/7/2008 0.7779 10846 3.5539
11/8/2008 0.7844 11111.1 3.5691
11/9/2008 0.7866 11098.8 3.5514
11/10/2008 0.7864 11098.8 3.6085
11/11/2008 0.7788 11061.9 3.5488
11/12/2008 0.7875 11135.9 3.5975
11/13/2008 0.7971 11210.8 3.6097
11/14/2008 0.8004 11363.6 3.5949
11/15/2008 0.7857 11467.9 3.5936
11/16/2008 0.7932 11494.3 3.633
11/17/2008 0.7938 11507.5 3.6195
11/18/2008 0.7927 11655 3.6093
11/19/2008 0.7918 11990.4 3.6145
11/20/2008 0.7919 12048.2 3.6168
11/21/2008 0.7989 12150.7 3.6293
11/22/2008 0.7988 12300.1 3.6242
11/23/2008 0.7949 12180.3 3.629
11/24/2008 0.7948 12165.5 3.698
11/25/2008 0.7882 12180.3 3.6296
11/26/2008 0.7745 12531.3 3.6274
11/27/2008 0.771 12594.5 3.6236
11/28/2008 0.775 12626.3 3.6282
11/29/2008 0.7791 12738.9 3.6338
11/30/2008 0.7882 12837 3.7279
12/1/2008 0.7882 12837 3.7279
12/2/2008 0.7899 12755.1 3.6317
12/3/2008 0.7905 12285 3.6434
12/4/2008 0.7889 12315.3 3.6435
12/5/2008 0.7879 12062.7 3.6468
12/6/2008 0.7855 12077.3 3.6405
12/7/2008 0.7866 12121.2 3.6473
12/8/2008 0.7865 12121.2 3.6312
12/9/2008 0.7795 11862.4 3.635
12/10/2008 0.7758 11286.7 3.6256
12/11/2008 0.7717 10917 3.6211
12/12/2008 0.761 10869.6 3.5687
12/13/2008 0.7497 10989 3.5845
12/14/2008 0.7471 10952.9 3.5768
12/15/2008 0.7473 10952.9 3.5764
12/16/2008 0.7407 10917 3.5673
12/17/2008 0.7288 11123.5 3.5511
12/18/2008 0.7074 10869.6 3.5301
12/19/2008 0.6927 10917 3.476
12/20/2008 0.7083 11248.6 3.4886
12/21/2008 0.7191 11312.2 3.5475
12/22/2008 0.719 11312.2 3.4668
12/23/2008 0.7153 11160.7 3.4903
12/24/2008 0.7156 11061.9 3.4739
12/25/2008 0.7158 11223.3 3.4684
12/26/2008 0.714 11210.8 3.5176
12/27/2008 0.7119 11185.7 3.4487
12/28/2008 0.7129 11185.7 3.4503
12/29/2008 0.7129 11185.7 3.5109
12/30/2008 0.7049 11061.9 3.4884
12/31/2008 0.7095 11123.5 3.4872
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