R version 2.15.2 (2012-10-26) -- "Trick or Treat" Copyright (C) 2012 The R Foundation for Statistical Computing ISBN 3-900051-07-0 Platform: i686-pc-linux-gnu (32-bit) R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > z <- c(1977 + ,1977 + ,1977 + ,1977 + ,1977 + ,1977 + ,1977 + ,1977 + ,1977 + ,1977 + ,1977 + ,1977 + ,1978 + ,1978 + ,1978 + ,1978 + ,1978 + ,1978 + ,1978 + ,1978 + ,1978 + ,1978 + ,1978 + ,1978 + ,1979 + ,1979 + ,1979 + ,1979 + ,1979 + ,1979 + ,1979 + ,1979 + ,1979 + ,1979 + ,1979 + ,1979 + ,1980 + ,1980 + ,1980 + ,1980 + ,1980 + ,1980 + ,1980 + ,1980 + ,1980 + ,1980 + ,1980 + ,1980 + ,1981 + ,1981 + ,1981 + ,1981 + ,1981 + ,1981 + ,1981 + ,1981 + ,1981 + ,1981 + ,1981 + ,1981 + ,1982 + ,1982 + ,1982 + ,1982 + ,1982 + ,1982 + ,1982 + ,1982 + ,1982 + ,1982 + ,1982 + ,1982 + ,1983 + ,1983 + ,1983 + ,1983 + ,1983 + ,1983 + ,1983 + ,1983 + ,1983 + ,1983 + ,1983 + ,1983 + ,1984 + ,1984 + ,1984 + ,1984 + ,1984 + ,1984 + ,1984 + ,1984 + ,1984 + ,1984 + ,1984 + ,1984 + ,1985 + ,1985 + ,1985 + ,1985 + ,1985 + ,1985 + ,1985 + ,1985 + ,1985 + ,1985 + ,1985 + ,1985 + ,1986 + ,1986 + ,1986 + ,1986 + ,1986 + ,1986 + ,1986 + ,1986 + ,1986 + ,1986 + ,1986 + ,1986 + ,1987 + ,1987 + ,1987 + ,1987 + ,1987 + ,1987 + ,1987 + ,1987 + ,1987 + ,1987 + ,1987 + ,1987 + ,1988 + ,1988 + ,1988 + ,1988 + ,1988 + ,1988 + ,1988 + ,1988 + ,1988 + ,1988 + ,1988 + ,1988 + ,1989 + ,1989 + ,1989 + ,1989 + ,1989 + ,1989 + ,1989 + ,1989 + ,1989 + ,1989 + ,1989 + ,1989 + ,1990 + ,1990 + ,1990 + ,1990 + ,1990 + ,1990 + ,1990 + ,1990 + ,1990 + ,1990 + ,1990 + ,1990 + ,1991 + ,1991 + ,1991 + ,1991 + ,1991 + ,1991 + ,1991 + ,1991 + ,1991 + ,1991 + ,1991 + ,1991 + ,1992 + ,1992 + ,1992 + ,1992 + ,1992 + ,1992 + ,1992 + ,1992 + ,1992 + ,1992 + ,1992 + ,1992 + ,1993 + ,1993 + ,1993 + ,1993 + ,1993 + ,1993 + ,1993 + ,1993 + ,1993 + ,1993 + ,1993 + ,1993 + ,1994 + ,1994 + ,1994 + ,1994 + ,1994 + ,1994 + ,1994 + ,1994 + ,1994 + ,1994 + ,1994 + ,1994 + ,1995 + ,1995 + ,1995 + ,1995 + ,1995 + ,1995 + ,1995 + ,1995 + ,1995 + ,1995 + ,1995 + ,1995 + ,1996 + ,1996 + ,1996 + ,1996 + ,1996 + ,1996 + ,1996 + ,1996 + ,1996 + ,1996 + ,1996 + ,1996 + ,1997 + ,1997 + ,1997 + ,1997 + ,1997 + ,1997 + ,1997 + ,1997 + ,1997 + ,1997 + ,1997 + ,1997 + ,1998 + ,1998 + ,1998 + ,1998 + ,1998 + ,1998 + ,1998 + ,1998 + ,1998 + ,1998 + ,1998 + ,1998 + ,1999 + ,1999 + ,1999 + ,1999 + ,1999 + ,1999 + ,1999 + ,1999 + ,1999 + ,1999 + ,1999 + ,1999 + ,2000 + ,2000 + ,2000 + ,2000 + ,2000 + ,2000 + ,2000 + ,2000 + ,2000 + ,2000 + ,2000 + ,2000 + ,2001 + ,2001 + ,2001 + ,2001 + ,2001 + ,2001 + ,2001 + ,2001 + ,2001 + ,2001 + ,2001 + ,2001 + ,2002 + ,2002 + ,2002 + ,2002 + ,2002 + ,2002 + ,2002 + ,2002 + ,2002 + ,2002 + ,2002 + ,2002 + ,2003 + ,2003 + ,2003 + ,2003 + ,2003 + ,2003 + ,2003 + ,2003 + ,2003 + ,2003 + ,2003 + ,2003 + ,2004 + ,2004 + ,2004 + ,2004 + ,2004 + ,2004 + ,2004 + ,2004 + ,2004 + ,2004 + ,2004 + ,2004 + ,2005 + ,2005 + ,2005 + ,2005 + ,2005 + ,2005 + ,2005 + ,2005 + ,2005 + ,2005 + ,2005 + ,2005 + ,2006 + ,2006 + ,2006 + ,2006 + ,2006 + ,2006 + ,2006 + ,2006 + ,2006 + ,2006 + ,2006 + ,2006) > y <- c(87.28 + ,87.28 + ,87.09 + ,86.92 + ,87.59 + ,90.72 + ,90.69 + ,90.3 + ,89.55 + ,88.94 + ,88.41 + ,87.82 + ,87.07 + ,86.82 + ,86.4 + ,86.02 + ,85.66 + ,85.32 + ,85 + ,84.67 + ,83.94 + ,82.83 + ,81.95 + ,81.19 + ,80.48 + ,78.86 + ,69.47 + ,68.77 + ,70.06 + ,73.95 + ,75.8 + ,77.79 + ,81.57 + ,83.07 + ,84.34 + ,85.1 + ,85.25 + ,84.26 + ,83.63 + ,86.44 + ,85.3 + ,84.1 + ,83.36 + ,82.48 + ,81.58 + ,80.47 + ,79.34 + ,82.13 + ,81.69 + ,80.7 + ,79.88 + ,79.16 + ,78.38 + ,77.42 + ,76.47 + ,75.46 + ,74.48 + ,78.27 + ,80.7 + ,79.91 + ,78.75 + ,77.78 + ,81.14 + ,81.08 + ,80.03 + ,78.91 + ,78.01 + ,76.9 + ,75.97 + ,81.93 + ,80.27 + ,78.67 + ,77.42 + ,76.16 + ,74.7 + ,76.39 + ,76.04 + ,74.65 + ,73.29 + ,71.79 + ,74.39 + ,74.91 + ,74.54 + ,73.08 + ,72.75 + ,71.32 + ,70.38 + ,70.35 + ,70.01 + ,69.36 + ,67.77 + ,69.26 + ,69.8 + ,68.38 + ,67.62 + ,68.39 + ,66.95 + ,65.21 + ,66.64 + ,63.45 + ,60.66 + ,62.34 + ,60.32 + ,58.64 + ,60.46 + ,58.59 + ,61.87 + ,61.85 + ,67.44 + ,77.06 + ,91.74 + ,93.15 + ,94.15 + ,93.11 + ,91.51 + ,89.96 + ,88.16 + ,86.98 + ,88.03 + ,86.24 + ,84.65 + ,83.23 + ,81.7 + ,80.25 + ,78.8 + ,77.51 + ,76.2 + ,75.04 + ,74 + ,75.49 + ,77.14 + ,76.15 + ,76.27 + ,78.19 + ,76.49 + ,77.31 + ,76.65 + ,74.99 + ,73.51 + ,72.07 + ,70.59 + ,71.96 + ,76.29 + ,74.86 + ,74.93 + ,71.9 + ,71.01 + ,77.47 + ,75.78 + ,76.6 + ,76.07 + ,74.57 + ,73.02 + ,72.65 + ,73.16 + ,71.53 + ,69.78 + ,67.98 + ,69.96 + ,72.16 + ,70.47 + ,68.86 + ,67.37 + ,65.87 + ,72.16 + ,71.34 + ,69.93 + ,68.44 + ,67.16 + ,66.01 + ,67.25 + ,70.91 + ,69.75 + ,68.59 + ,67.48 + ,66.31 + ,64.81 + ,66.58 + ,65.97 + ,64.7 + ,64.7 + ,60.94 + ,59.08 + ,58.42 + ,57.77 + ,57.11 + ,53.31 + ,49.96 + ,49.4 + ,48.84 + ,48.3 + ,47.74 + ,47.24 + ,46.76 + ,46.29 + ,48.9 + ,49.23 + ,48.53 + ,48.03 + ,54.34 + ,53.79 + ,53.24 + ,52.96 + ,52.17 + ,51.7 + ,58.55 + ,78.2 + ,77.03 + ,76.19 + ,77.15 + ,75.87 + ,95.47 + ,109.67 + ,112.28 + ,112.01 + ,107.93 + ,105.96 + ,105.06 + ,102.98 + ,102.2 + ,105.23 + ,101.85 + ,99.89 + ,96.23 + ,94.76 + ,91.51 + ,91.63 + ,91.54 + ,85.23 + ,87.83 + ,87.38 + ,84.44 + ,85.19 + ,84.03 + ,86.73 + ,102.52 + ,104.45 + ,106.98 + ,107.02 + ,99.26 + ,94.45 + ,113.44 + ,157.33 + ,147.38 + ,171.89 + ,171.95 + ,132.71 + ,126.02 + ,121.18 + ,115.45 + ,110.48 + ,117.85 + ,117.63 + ,124.65 + ,109.59 + ,111.27 + ,99.78 + ,98.21 + ,99.2 + ,97.97 + ,89.55 + ,87.91 + ,93.34 + ,94.42 + ,93.2 + ,90.29 + ,91.46 + ,89.98 + ,88.35 + ,88.41 + ,82.44 + ,79.89 + ,75.69 + ,75.66 + ,84.5 + ,96.73 + ,87.48 + ,82.39 + ,83.48 + ,79.31 + ,78.16 + ,72.77 + ,72.45 + ,68.46 + ,67.62 + ,68.76 + ,70.07 + ,68.55 + ,65.3 + ,58.96 + ,59.17 + ,62.37 + ,66.28 + ,55.62 + ,55.23 + ,55.85 + ,56.75 + ,50.89 + ,53.88 + ,52.95 + ,55.08 + ,53.61 + ,58.78 + ,61.85 + ,55.91 + ,53.32 + ,46.41 + ,44.57 + ,50 + ,50 + ,53.36 + ,46.23 + ,50.45 + ,49.07 + ,45.85 + ,48.45 + ,49.96 + ,46.53 + ,50.51 + ,47.58 + ,48.05 + ,46.84 + ,47.67 + ,49.16 + ,55.54 + ,55.82 + ,58.22 + ,56.19 + ,57.77 + ,63.19 + ,54.76 + ,55.74 + ,62.54 + ,61.39 + ,69.6 + ,79.23 + ,80 + ,93.68 + ,107.63 + ,100.18 + ,97.3 + ,90.45 + ,80.64 + ,80.58 + ,75.82 + ,85.59 + ,89.35 + ,89.42 + ,104.73 + ,95.32 + ,89.27 + ,90.44 + ,86.97 + ,79.98 + ,81.22 + ,87.35 + ,83.64 + ,82.22 + ,94.4 + ,102.18) > x <- c(255 + ,280.2 + ,299.9 + ,339.2 + ,374.2 + ,393.5 + ,389.2 + ,381.7 + ,375.2 + ,369 + ,357.4 + ,352.1 + ,346.5 + ,342.9 + ,340.3 + ,328.3 + ,322.9 + ,314.3 + ,308.9 + ,294 + ,285.6 + ,281.2 + ,280.3 + ,278.8 + ,274.5 + ,270.4 + ,263.4 + ,259.9 + ,258 + ,262.7 + ,284.7 + ,311.3 + ,322.1 + ,327 + ,331.3 + ,333.3 + ,321.4 + ,327 + ,320 + ,314.7 + ,316.7 + ,314.4 + ,321.3 + ,318.2 + ,307.2 + ,301.3 + ,287.5 + ,277.7 + ,274.4 + ,258.8 + ,253.3 + ,251 + ,248.4 + ,249.5 + ,246.1 + ,244.5 + ,243.6 + ,244 + ,240.8 + ,249.8 + ,248 + ,259.4 + ,260.5 + ,260.8 + ,261.3 + ,259.5 + ,256.6 + ,257.9 + ,256.5 + ,254.2 + ,253.3 + ,253.8 + ,255.5 + ,257.1 + ,257.3 + ,253.2 + ,252.8 + ,252 + ,250.7 + ,252.2 + ,250 + ,251 + ,253.4 + ,251.2 + ,255.6 + ,261.1 + ,258.9 + ,259.9 + ,261.2 + ,264.7 + ,267.1 + ,266.4 + ,267.7 + ,268.6 + ,267.5 + ,268.5 + ,268.5 + ,270.5 + ,270.9 + ,270.1 + ,269.3 + ,269.8 + ,270.1 + ,264.9 + ,263.7 + ,264.8 + ,263.7 + ,255.9 + ,276.2 + ,360.1 + ,380.5 + ,373.7 + ,369.8 + ,366.6 + ,359.3 + ,345.8 + ,326.2 + ,324.5 + ,328.1 + ,327.5 + ,324.4 + ,316.5 + ,310.9 + ,301.5 + ,291.7 + ,290.4 + ,287.4 + ,277.7 + ,281.6 + ,288 + ,276 + ,272.9 + ,283 + ,283.3 + ,276.8 + ,284.5 + ,282.7 + ,281.2 + ,287.4 + ,283.1 + ,284 + ,285.5 + ,289.2 + ,292.5 + ,296.4 + ,305.2 + ,303.9 + ,311.5 + ,316.3 + ,316.7 + ,322.5 + ,317.1 + ,309.8 + ,303.8 + ,290.3 + ,293.7 + ,291.7 + ,296.5 + ,289.1 + ,288.5 + ,293.8 + ,297.7 + ,305.4 + ,302.7 + ,302.5 + ,303 + ,294.5 + ,294.1 + ,294.5 + ,297.1 + ,289.4 + ,292.4 + ,287.9 + ,286.6 + ,280.5 + ,272.4 + ,269.2 + ,270.6 + ,267.3 + ,262.5 + ,266.8 + ,268.8 + ,263.1 + ,261.2 + ,266 + ,262.5 + ,265.2 + ,261.3 + ,253.7 + ,249.2 + ,239.1 + ,236.4 + ,235.2 + ,245.2 + ,246.2 + ,247.7 + ,251.4 + ,253.3 + ,254.8 + ,250 + ,249.3 + ,241.5 + ,243.3 + ,248 + ,253 + ,252.9 + ,251.5 + ,251.6 + ,253.5 + ,259.8 + ,334.1 + ,448 + ,445.8 + ,445 + ,448.2 + ,438.2 + ,439.8 + ,423.4 + ,410.8 + ,408.4 + ,406.7 + ,405.9 + ,402.7 + ,405.1 + ,399.6 + ,386.5 + ,381.4 + ,375.2 + ,357.7 + ,359 + ,355 + ,352.7 + ,344.4 + ,343.8 + ,338 + ,339 + ,333.3 + ,334.4 + ,328.3 + ,330.7 + ,330 + ,331.6 + ,351.2 + ,389.4 + ,410.9 + ,442.8 + ,462.8 + ,466.9 + ,461.7 + ,439.2 + ,430.3 + ,416.1 + ,402.5 + ,397.3 + ,403.3 + ,395.9 + ,387.8 + ,378.6 + ,377.1 + ,370.4 + ,362 + ,350.3 + ,348.2 + ,344.6 + ,343.5 + ,342.8 + ,347.6 + ,346.6 + ,349.5 + ,342.1 + ,342 + ,342.8 + ,339.3 + ,348.2 + ,333.7 + ,334.7 + ,354 + ,367.7 + ,363.3 + ,358.4 + ,353.1 + ,343.1 + ,344.6 + ,344.4 + ,333.9 + ,331.7 + ,324.3 + ,321.2 + ,322.4 + ,321.7 + ,320.5 + ,312.8 + ,309.7 + ,315.6 + ,309.7 + ,304.6 + ,302.5 + ,301.5 + ,298.8 + ,291.3 + ,293.6 + ,294.6 + ,285.9 + ,297.6 + ,301.1 + ,293.8 + ,297.7 + ,292.9 + ,292.1 + ,287.2 + ,288.2 + ,283.8 + ,299.9 + ,292.4 + ,293.3 + ,300.8 + ,293.7 + ,293.1 + ,294.4 + ,292.1 + ,291.9 + ,282.5 + ,277.9 + ,287.5 + ,289.2 + ,285.6 + ,293.2 + ,290.8 + ,283.1 + ,275 + ,287.8 + ,287.8 + ,287.4 + ,284 + ,277.8 + ,277.6 + ,304.9 + ,294 + ,300.9 + ,324 + ,332.9 + ,341.6 + ,333.4 + ,348.2 + ,344.7 + ,344.7 + ,329.3 + ,323.5 + ,323.2 + ,317.4 + ,330.1 + ,329.2 + ,334.9 + ,315.8 + ,315.4 + ,319.6 + ,317.3 + ,313.8 + ,315.8 + ,311.3) > par7 = 'Jaar' > par6 = 'Colombia' > par5 = 'USA' > par4 = 'Y' > par3 = 'Y' > par2 = '50' > par1 = '50' > par7 <- 'Jaar' > par6 <- 'Colombia' > par5 <- 'USA' > par4 <- 'Y' > par3 <- 'Y' > par2 <- '50' > par1 <- '50' > #'GNU S' R Code compiled by R2WASP v. 1.2.291 () > #Author: root > #To cite this work: Wessa P., (2012), 3-Dimensional Scatterplots (v1.0.5) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > # > x <- array(x,dim=c(length(x),1)) > colnames(x) <- par5 > y <- array(y,dim=c(length(y),1)) > colnames(y) <- par6 > z <- array(z,dim=c(length(z),1)) > colnames(z) <- par7 > d <- data.frame(cbind(z,y,x)) > colnames(d) <- list(par7,par6,par5) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1>500) par1 <- 500 > if (par2>500) par2 <- 500 > if (par1<10) par1 <- 10 > if (par2<10) par2 <- 10 > library(GenKern) Loading required package: KernSmooth KernSmooth 2.23 loaded Copyright M. P. Wand 1997-2009 > library(lattice) > panel.hist <- function(x, ...) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(usr[1:2], 0, 1.5) ) + h <- hist(x, plot = FALSE) + breaks <- h$breaks; nB <- length(breaks) + y <- h$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/fisher/rcomp/tmp/1myhi1352815304.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/28j6e1352815304.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/3iovg1352815304.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/4pbqm1352815304.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/fisher/rcomp/tmp/55acp1352815304.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,y)',xlab=par5,ylab=par6) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(x,y) > (r<-lm(y ~ x)) Call: lm(formula = y ~ x) Coefficients: (Intercept) x -6.4567 0.2724 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/6qt3w1352815304.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(y,z, xgridsize=par1, ygridsize=par2, correlation=cor(y,z), xbandwidth=dpik(y), ybandwidth=dpik(z)) > op $xords [1] 38.74633 41.58362 44.42092 47.25821 50.09550 52.93279 55.77009 [8] 58.60738 61.44467 64.28196 67.11926 69.95655 72.79384 75.63114 [15] 78.46843 81.30572 84.14301 86.98031 89.81760 92.65489 95.49218 [22] 98.32948 101.16677 104.00406 106.84135 109.67865 112.51594 115.35323 [29] 118.19052 121.02782 123.86511 126.70240 129.53969 132.37699 135.21428 [36] 138.05157 140.88886 143.72616 146.56345 149.40074 152.23804 155.07533 [43] 157.91262 160.74991 163.58721 166.42450 169.26179 172.09908 174.93638 [50] 177.77367 $yords [1] 1973.780 1974.503 1975.226 1975.949 1976.673 1977.396 1978.119 1978.843 [9] 1979.566 1980.289 1981.012 1981.736 1982.459 1983.182 1983.906 1984.629 [17] 1985.352 1986.075 1986.799 1987.522 1988.245 1988.969 1989.692 1990.415 [25] 1991.138 1991.862 1992.585 1993.308 1994.031 1994.755 1995.478 1996.201 [33] 1996.925 1997.648 1998.371 1999.094 1999.818 2000.541 2001.264 2001.988 [41] 2002.711 2003.434 2004.157 2004.881 2005.604 2006.327 2007.051 2007.774 [49] 2008.497 2009.220 $zden [,1] [,2] [,3] [,4] [,5] [1,] 6.870458e-14 4.109990e-13 2.195869e-12 1.047472e-11 4.461455e-11 [2,] 2.823150e-12 1.660429e-11 8.751113e-11 4.123184e-10 1.735089e-09 [3,] 7.253362e-11 4.083084e-10 2.099149e-09 9.725781e-09 4.037908e-08 [4,] 1.400406e-09 6.702355e-09 3.169542e-08 1.407145e-07 5.702232e-07 [5,] 2.970503e-08 9.901631e-08 3.588879e-07 1.365371e-06 5.112038e-06 [6,] 6.778472e-07 1.719622e-06 4.352179e-06 1.170343e-05 3.419424e-05 [7,] 1.137257e-05 2.637917e-05 5.629977e-05 1.145998e-04 2.359559e-04 [8,] 1.184584e-04 2.672003e-04 5.421497e-04 1.000016e-03 1.716169e-03 [9,] 7.404654e-04 1.646361e-03 3.276778e-03 5.860108e-03 9.496979e-03 [10,] 2.787723e-03 6.132005e-03 1.206631e-02 2.129137e-02 3.385910e-02 [11,] 6.509213e-03 1.421092e-02 2.778575e-02 4.878472e-02 7.730123e-02 [12,] 1.032003e-02 2.250496e-02 4.411055e-02 7.801479e-02 1.253071e-01 [13,] 1.414734e-02 3.094138e-02 6.124923e-02 1.102987e-01 1.819888e-01 [14,] 2.384629e-02 5.100688e-02 9.950297e-02 1.778645e-01 2.930259e-01 [15,] 5.086753e-02 1.025610e-01 1.892037e-01 3.207526e-01 5.021830e-01 [16,] 1.075304e-01 2.024573e-01 3.480899e-01 5.488462e-01 7.974906e-01 [17,] 1.879720e-01 3.331113e-01 5.365972e-01 7.887744e-01 1.062927e+00 [18,] 2.434780e-01 4.112585e-01 6.282304e-01 8.706686e-01 1.099103e+00 [19,] 2.187116e-01 3.561870e-01 5.222731e-01 6.911052e-01 8.278311e-01 [20,] 1.314023e-01 2.081641e-01 2.959032e-01 3.780066e-01 4.348721e-01 [21,] 5.163264e-02 8.007519e-02 1.111759e-01 1.383115e-01 1.543850e-01 [22,] 1.300901e-02 1.983640e-02 2.703995e-02 3.296832e-02 3.598187e-02 [23,] 2.059811e-03 3.096314e-03 4.157610e-03 4.988362e-03 5.351186e-03 [24,] 2.011599e-04 2.985376e-04 3.956067e-04 4.682137e-04 4.952794e-04 [25,] 1.193245e-05 1.749656e-05 2.290386e-05 2.677577e-05 2.798881e-05 [26,] 4.250778e-07 6.160429e-07 7.970423e-07 9.211770e-07 9.533580e-07 [27,] 9.022792e-09 1.292642e-08 1.653517e-08 1.890901e-08 1.942945e-08 [28,] 1.135161e-10 1.607836e-10 2.034211e-10 2.304876e-10 2.363794e-10 [29,] 8.435397e-13 1.181431e-12 1.479379e-12 1.665382e-12 1.723445e-12 [30,] 3.693968e-15 5.117535e-15 6.351701e-15 7.152401e-15 7.746695e-15 [31,] 9.519093e-18 1.305810e-17 1.619234e-17 1.981750e-17 4.398055e-17 [32,] 1.444547e-20 2.010839e-20 3.375280e-20 1.911935e-19 2.511949e-18 [33,] 1.440794e-23 5.046208e-23 6.476817e-22 1.061356e-20 1.602846e-19 [34,] 7.094310e-26 1.392755e-24 2.715514e-23 4.901435e-22 8.262140e-21 [35,] 3.675801e-27 1.101002e-25 3.125430e-24 8.275037e-23 2.014574e-21 [36,] 1.423305e-27 5.039519e-26 1.596644e-24 4.521704e-23 1.143945e-21 [37,] 7.145764e-28 2.553161e-26 8.147694e-25 2.322305e-23 5.911963e-22 [38,] 7.914572e-28 2.897629e-26 9.472495e-25 2.764928e-23 7.205908e-22 [39,] 1.496793e-27 5.465152e-26 1.781011e-24 5.180287e-23 1.344805e-21 [40,] 1.980922e-27 7.163080e-26 2.311863e-24 6.659705e-23 1.712284e-21 [41,] 1.809148e-27 6.510432e-26 2.091539e-24 5.998540e-23 1.535844e-21 [42,] 1.694193e-27 6.130834e-26 1.980827e-24 5.714022e-23 1.471635e-21 [43,] 1.955274e-27 7.077425e-26 2.286653e-24 6.594486e-23 1.697507e-21 [44,] 1.817034e-27 6.522214e-26 2.089535e-24 5.974857e-23 1.524842e-21 [45,] 1.150871e-27 4.107890e-26 1.309053e-24 3.724330e-23 9.460090e-22 [46,] 9.496968e-28 3.459713e-26 1.125783e-24 3.272067e-23 8.494392e-22 [47,] 1.936886e-27 7.113659e-26 2.332038e-24 6.823846e-23 1.782244e-21 [48,] 3.432457e-27 1.248553e-25 4.053350e-24 1.174429e-22 3.036971e-21 [49,] 3.679559e-27 1.323141e-25 4.246380e-24 1.216281e-22 3.109190e-21 [50,] 2.314517e-27 8.226713e-26 2.609723e-24 7.388639e-23 1.866950e-21 [,6] [,7] [,8] [,9] [,10] [1,] 1.697693e-10 5.782227e-10 1.772342e-09 4.964854e-09 1.323293e-08 [2,] 6.519294e-09 2.187390e-08 6.559059e-08 1.762060e-07 4.271688e-07 [3,] 1.498707e-07 4.968257e-07 1.470635e-06 3.887947e-06 9.190145e-06 [4,] 2.081960e-06 6.810953e-06 1.991862e-05 5.202882e-05 1.213599e-04 [5,] 1.792350e-05 5.729076e-05 1.649068e-04 4.252170e-04 9.801020e-04 [6,] 1.040950e-04 3.095949e-04 8.585335e-04 2.166024e-03 4.916890e-03 [7,] 5.211240e-04 1.244695e-03 3.055058e-03 7.239948e-03 1.589341e-02 [8,] 2.863818e-03 4.944728e-03 9.232021e-03 1.833697e-02 3.650924e-02 [9,] 1.420477e-02 2.031721e-02 2.934407e-02 4.501796e-02 7.371061e-02 [10,] 4.903712e-02 6.602107e-02 8.563850e-02 1.122630e-01 1.542505e-01 [11,] 1.115860e-01 1.492354e-01 1.900222e-01 2.387241e-01 3.051038e-01 [12,] 1.846797e-01 2.536789e-01 3.316571e-01 4.222059e-01 5.319476e-01 [13,] 2.777309e-01 3.965390e-01 5.361453e-01 6.934651e-01 8.627201e-01 [14,] 4.478719e-01 6.393873e-01 8.576318e-01 1.085214e+00 1.297527e+00 [15,] 7.299455e-01 9.899718e-01 1.257775e+00 1.500708e+00 1.682827e+00 [16,] 1.073471e+00 1.345489e+00 1.577327e+00 1.734942e+00 1.793463e+00 [17,] 1.319997e+00 1.519073e+00 1.628840e+00 1.635115e+00 1.542733e+00 [18,] 1.269866e+00 1.350276e+00 1.329499e+00 1.220055e+00 1.051124e+00 [19,] 9.011516e-01 8.959378e-01 8.186831e-01 6.933177e-01 5.511982e-01 [20,] 4.518392e-01 4.257257e-01 3.660048e-01 2.903111e-01 2.176636e-01 [21,] 1.549180e-01 1.402104e-01 1.152341e-01 8.750638e-02 6.450548e-02 [22,] 3.520471e-02 3.098232e-02 2.476916e-02 1.858179e-02 1.443032e-02 [23,] 5.140397e-03 4.444145e-03 3.521546e-03 2.725407e-03 2.434402e-03 [24,] 4.694217e-04 4.024495e-04 3.235513e-04 2.739413e-04 3.035743e-04 [25,] 2.628662e-05 2.261042e-05 1.909490e-05 1.899602e-05 2.680440e-05 [26,] 8.923177e-07 7.849098e-07 7.343626e-07 9.134963e-07 1.586444e-06 [27,] 1.830773e-08 1.703491e-08 1.891847e-08 2.998049e-08 6.015703e-08 [28,] 2.286612e-10 2.378988e-10 3.343420e-10 6.637350e-10 1.565666e-09 [29,] 1.780049e-12 2.288603e-12 4.800557e-12 1.730448e-11 9.575066e-11 [30,] 1.063614e-14 3.611293e-14 2.747660e-13 2.483225e-12 2.139203e-11 [31,] 3.456465e-16 3.932095e-15 4.249304e-14 4.137272e-13 3.603464e-12 [32,] 3.367920e-17 4.078605e-16 4.418534e-15 4.280601e-14 3.712165e-13 [33,] 2.175322e-18 2.656495e-17 2.933538e-16 2.952147e-15 2.737355e-14 [34,] 1.319741e-19 2.019715e-18 2.968250e-17 4.157584e-16 5.474095e-15 [35,] 4.461304e-20 8.920982e-19 1.603287e-17 2.582401e-16 3.721465e-15 [36,] 2.584491e-20 5.213407e-19 9.388515e-18 1.509296e-16 2.165899e-15 [37,] 1.344268e-20 2.730134e-19 4.952594e-18 8.024886e-17 1.161468e-15 [38,] 1.676792e-20 3.483721e-19 6.462097e-18 1.070193e-16 1.582343e-15 [39,] 3.115947e-20 6.443796e-19 1.189361e-17 1.959320e-16 2.880810e-15 [40,] 3.929464e-20 8.048681e-19 1.471469e-17 2.401117e-16 3.497128e-15 [41,] 3.510604e-20 7.163877e-19 1.305116e-17 2.122693e-16 3.082220e-15 [42,] 3.383971e-20 6.947295e-19 1.273400e-17 2.083877e-16 3.044620e-15 [43,] 3.900303e-20 7.999001e-19 1.464273e-17 2.392522e-16 3.489265e-15 [44,] 3.473363e-20 7.061546e-19 1.281369e-17 2.075268e-16 2.999844e-15 [45,] 2.145426e-20 4.344167e-19 7.853836e-18 1.267790e-16 1.827300e-15 [46,] 1.969635e-20 4.079162e-19 7.545364e-18 1.246537e-16 1.839232e-15 [47,] 4.154845e-20 8.645417e-19 1.605677e-17 2.661762e-16 3.938362e-15 [48,] 7.009121e-20 1.443748e-18 2.654140e-17 4.354725e-16 6.376766e-15 [49,] 7.093602e-20 1.444404e-18 2.624900e-17 4.257348e-16 6.162629e-15 [50,] 4.210242e-20 8.473902e-19 1.522166e-17 2.440296e-16 3.491592e-15 [,11] [,12] [,13] [,14] [,15] [1,] 3.653431e-08 1.162382e-07 4.352547e-07 1.749617e-06 6.851373e-06 [2,] 9.535570e-07 2.062240e-06 4.762646e-06 1.292823e-05 4.062393e-05 [3,] 1.948775e-05 3.743264e-05 6.689101e-05 1.185291e-04 2.318582e-04 [4,] 2.528832e-04 4.714580e-04 7.900597e-04 1.206090e-03 1.738582e-03 [5,] 2.017782e-03 3.710064e-03 6.096470e-03 8.973795e-03 1.191541e-02 [6,] 9.995384e-03 1.816225e-02 2.948008e-02 4.275190e-02 5.546888e-02 [7,] 3.165066e-02 5.664952e-02 9.077714e-02 1.300466e-01 1.665382e-01 [8,] 6.897057e-02 1.196690e-01 1.877469e-01 2.645616e-01 3.340441e-01 [9,] 1.230783e-01 1.982846e-01 2.967753e-01 4.046808e-01 4.986312e-01 [10,] 2.212443e-01 3.182710e-01 4.392246e-01 5.643517e-01 6.655047e-01 [11,] 3.991175e-01 5.227129e-01 6.632604e-01 7.945305e-01 8.873292e-01 [12,] 6.645560e-01 8.131659e-01 9.575102e-01 1.070561e+00 1.132931e+00 [13,] 1.031885e+00 1.181245e+00 1.288281e+00 1.338946e+00 1.339066e+00 [14,] 1.465472e+00 1.562747e+00 1.577096e+00 1.520324e+00 1.429342e+00 [15,] 1.773113e+00 1.756385e+00 1.642939e+00 1.470573e+00 1.294469e+00 [16,] 1.743673e+00 1.596958e+00 1.386035e+00 1.158483e+00 9.629166e-01 [17,] 1.373181e+00 1.159912e+00 9.419089e-01 7.553246e-01 6.242508e-01 [18,] 8.588034e-01 6.777316e-01 5.352035e-01 4.467988e-01 4.132056e-01 [19,] 4.215423e-01 3.259717e-01 2.765603e-01 2.749152e-01 3.113098e-01 [20,] 1.634046e-01 1.373226e-01 1.435176e-01 1.798970e-01 2.370103e-01 [21,] 5.208958e-02 5.410694e-02 7.223603e-02 1.051425e-01 1.472448e-01 [22,] 1.403084e-02 1.872199e-02 2.923837e-02 4.512887e-02 6.409802e-02 [23,] 3.025598e-03 4.847630e-03 8.118331e-03 1.272455e-02 1.802830e-02 [24,] 4.702675e-04 8.331839e-04 1.430265e-03 2.240108e-03 3.149478e-03 [25,] 4.829557e-05 8.963343e-05 1.546611e-04 2.408414e-04 3.366858e-04 [26,] 3.113697e-06 5.888475e-06 1.018480e-05 1.608478e-05 2.419486e-05 [27,] 1.243304e-07 2.457662e-07 4.865841e-07 1.132520e-06 3.558615e-06 [28,] 4.253383e-09 1.519392e-08 7.154498e-08 3.700070e-07 1.835030e-06 [29,] 6.452281e-10 4.362279e-09 2.725815e-08 1.535059e-07 7.737903e-07 [30,] 1.671914e-10 1.171422e-09 7.335961e-09 4.103834e-08 2.051050e-07 [31,] 2.804178e-11 1.949820e-10 1.212097e-09 6.743898e-09 3.364384e-08 [32,] 2.887147e-12 2.020221e-11 1.278162e-10 7.367507e-10 3.910462e-09 [33,] 2.371138e-13 1.945956e-12 1.528020e-11 1.149533e-10 8.220896e-10 [34,] 6.675067e-14 7.444898e-13 7.526702e-12 6.856628e-11 5.607345e-10 [35,] 4.793507e-14 5.515602e-13 5.667419e-12 5.199367e-11 4.258322e-10 [36,] 2.774491e-14 3.172554e-13 3.238262e-12 2.950507e-11 2.399734e-10 [37,] 1.501570e-14 1.734049e-13 1.788778e-12 1.648307e-11 1.356775e-10 [38,] 2.088738e-14 2.461539e-13 2.589760e-12 2.432423e-11 2.039560e-10 [39,] 3.780444e-14 4.427832e-13 4.628668e-12 4.318574e-11 3.596176e-10 [40,] 4.546197e-14 5.275048e-13 5.463165e-12 5.050173e-11 4.166879e-10 [41,] 3.995609e-14 4.624336e-13 4.778179e-12 4.407857e-11 3.630316e-10 [42,] 3.971433e-14 4.625019e-13 4.808686e-12 4.463608e-11 3.699024e-10 [43,] 4.542101e-14 5.277451e-13 5.473084e-12 5.066196e-11 4.185717e-10 [44,] 3.870349e-14 4.456878e-13 4.580770e-12 4.202204e-11 3.440686e-10 [45,] 2.351684e-14 2.702494e-13 2.773146e-12 2.541057e-11 2.079198e-10 [46,] 2.423632e-14 2.852259e-13 2.997723e-12 2.813638e-11 2.358345e-10 [47,] 5.201123e-14 6.130747e-13 6.449999e-12 6.056715e-11 5.076233e-10 [48,] 8.333830e-14 9.720632e-13 1.011922e-11 9.401665e-11 7.795879e-10 [49,] 7.961507e-14 9.179697e-13 9.446310e-12 8.675603e-11 7.111121e-10 [50,] 4.458684e-14 5.081520e-13 5.168698e-12 4.692154e-11 3.801581e-10 [,16] [,17] [,18] [,19] [,20] [1,] 2.483118e-05 8.162655e-05 2.416745e-04 6.429968e-04 1.536275e-03 [2,] 1.330479e-04 4.168764e-04 1.199893e-03 3.124482e-03 7.322507e-03 [3,] 5.393004e-04 1.416327e-03 3.766829e-03 9.439424e-03 2.160324e-02 [4,] 2.563345e-03 4.322372e-03 8.670091e-03 1.900491e-02 4.104003e-02 [5,] 1.455903e-02 1.723148e-02 2.184719e-02 3.284642e-02 5.768163e-02 [6,] 6.467618e-02 6.866782e-02 6.882878e-02 7.072882e-02 8.382781e-02 [7,] 1.909005e-01 1.967841e-01 1.849107e-01 1.643096e-01 1.498771e-01 [8,] 3.779966e-01 3.845990e-01 3.553566e-01 3.059362e-01 2.600671e-01 [9,] 5.543616e-01 5.586497e-01 5.175532e-01 4.551986e-01 4.031388e-01 [10,] 7.185258e-01 7.165886e-01 6.760991e-01 6.304013e-01 6.138566e-01 [11,] 9.251491e-01 9.154039e-01 8.882652e-01 8.823843e-01 9.247704e-01 [12,] 1.146364e+00 1.136356e+00 1.140325e+00 1.187314e+00 1.280806e+00 [13,] 1.316742e+00 1.310997e+00 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0.52991298 0.469292514 0.385446644 0.29460448 0.21040999 0.141963648 [26,] 0.45398520 0.416164946 0.357497872 0.28712828 0.21499819 0.150294497 [27,] 0.36701420 0.354565615 0.321065889 0.27017807 0.20968630 0.149527305 [28,] 0.28487664 0.291138516 0.275385606 0.23888060 0.18876823 0.135386948 [29,] 0.21894336 0.234934705 0.229558330 0.20320958 0.16244625 0.117064000 [30,] 0.17199239 0.190207911 0.189630764 0.17018980 0.13739305 0.099730701 [31,] 0.13974241 0.156554085 0.157570363 0.14247236 0.11572666 0.084447413 [32,] 0.11054684 0.123511212 0.123810125 0.11137238 0.08991615 0.065160423 [33,] 0.08310692 0.091367883 0.089969045 0.07936671 0.06273760 0.044448123 [34,] 0.06231449 0.067166924 0.064713256 0.05573998 0.04292846 0.029566664 [35,] 0.04080816 0.043330404 0.041081487 0.03477993 0.02629446 0.017753313 [36,] 0.02059830 0.021742835 0.020493294 0.01724763 0.01296226 0.008699174 [37,] 0.01575758 0.017009261 0.016399164 0.01412181 0.01086133 0.007460899 [38,] 0.02913294 0.031627285 0.030646818 0.02650651 0.02046262 0.014099694 [39,] 0.04454586 0.047910011 0.045990169 0.03940252 0.03013031 0.020563845 [40,] 0.04472529 0.047747473 0.045501749 0.03870693 0.02939237 0.019923626 [41,] 0.03930174 0.042074088 0.040216100 0.03432161 0.02615279 0.017793063 [42,] 0.04383961 0.047115430 0.045201219 0.03871018 0.02959278 0.020194323 [43,] 0.04561514 0.048701718 0.046409153 0.03947178 0.02996355 0.020301248 [44,] 0.03224263 0.034137929 0.032263718 0.02721860 0.02049722 0.013778630 [45,] 0.02108165 0.022560079 0.021565392 0.01841442 0.01404577 0.009570208 [46,] 0.03493512 0.038083031 0.037061080 0.03219707 0.02497013 0.017287260 [47,] 0.07025833 0.076054390 0.073478699 0.06335908 0.04876026 0.033491338 [48,] 0.08941565 0.095704254 0.091422191 0.07794256 0.05930623 0.040274349 [49,] 0.06697912 0.070862742 0.066911168 0.05638732 0.04240982 0.028467775 [50,] 0.02938762 0.030732318 0.028683250 0.02389261 0.01776237 0.011785289 [,38] [,39] [,40] [,41] [,42] [1,] 0.040997681 0.053672552 0.063227537 0.0669606419 0.0637330296 [2,] 0.142475649 0.186289674 0.219322025 0.2322144973 0.2209957917 [3,] 0.330754689 0.429461522 0.502718512 0.5297238370 0.5020802568 [4,] 0.547596583 0.698062450 0.804509107 0.8368795453 0.7850806689 [5,] 0.711619141 0.879088484 0.986642373 1.0051338118 0.9291051182 [6,] 0.791481590 0.945974179 1.033592906 1.0334877100 0.9467306967 [7,] 0.763857946 0.894614333 0.963782693 0.9580274651 0.8806890834 [8,] 0.631873400 0.732645890 0.785445147 0.7817093947 0.7239028058 [9,] 0.490702481 0.556849006 0.587062631 0.5777551581 0.5319897270 [10,] 0.432171232 0.460441227 0.457560727 0.4274896661 0.3773431283 [11,] 0.434493003 0.426545823 0.389464801 0.3351555960 0.2751369714 [12,] 0.416736887 0.385571042 0.331454727 0.2698357291 0.2125764431 [13,] 0.367739274 0.329527521 0.278860200 0.2300862837 0.1915569625 [14,] 0.343043567 0.308145744 0.271659569 0.2458982382 0.2347776353 [15,] 0.363220411 0.332489091 0.309250298 0.3050791112 0.3205643465 [16,] 0.398555266 0.360843086 0.338263333 0.3424674959 0.3723945358 [17,] 0.428070514 0.371455366 0.337329835 0.3372800614 0.3692409813 [18,] 0.449602513 0.375133814 0.330214279 0.3260787568 0.3588880114 [19,] 0.439479075 0.358380341 0.311359269 0.3082017307 0.3427652793 [20,] 0.382578184 0.305199219 0.262598445 0.2614505013 0.2940021925 [21,] 0.307776389 0.238505672 0.202433876 0.2025268819 0.2303314888 [22,] 0.233776614 0.176238891 0.149233620 0.1523461341 0.1770792138 [23,] 0.159758455 0.118515800 0.103908480 0.1130152023 0.1381060463 [24,] 0.107156132 0.078830595 0.072993855 0.0856061127 0.1100247387 [25,] 0.093820269 0.066904713 0.059442444 0.0674713695 0.0850610369 [26,] 0.099820267 0.066876019 0.051099554 0.0491368941 0.0557077107 [27,] 0.098513225 0.061711726 0.039757865 0.0299081518 0.0277907309 [28,] 0.088171199 0.052627267 0.029710530 0.0171636793 0.0114728375 [29,] 0.076014199 0.044549643 0.023726646 0.0117265117 0.0056820172 [30,] 0.065081713 0.038186143 0.020159718 0.0096001549 0.0041555071 [31,] 0.055358056 0.032598064 0.017241946 0.0081914359 0.0034966082 [32,] 0.042387661 0.024751531 0.012973102 0.0061025888 0.0025760030 [33,] 0.028229106 0.016074186 0.008207378 0.0037580492 0.0015432062 [34,] 0.018214430 0.010038441 0.004950375 0.0021848257 0.0008631534 [35,] 0.010705420 0.005765936 0.002774047 0.0011922723 0.0004578237 [36,] 0.005213562 0.002790382 0.001333766 0.0005693737 0.0002170864 [37,] 0.004577268 0.002507954 0.001227219 0.0005362961 0.0002092948 [38,] 0.008671534 0.004760124 0.002332249 0.0010199166 0.0003980942 [39,] 0.012526416 0.006810384 0.003304754 0.0014312984 0.0005532806 [40,] 0.012055703 0.006511929 0.003139947 0.0013515534 0.0005193320 [41,] 0.010808508 0.005862228 0.002838840 0.0012274390 0.0004738477 [42,] 0.012301373 0.006688924 0.003246645 0.0014066538 0.0005440154 [43,] 0.012276516 0.006625980 0.003191886 0.0013723569 0.0005266341 [44,] 0.008268049 0.004428843 0.002117738 0.0009039697 0.0003444610 [45,] 0.005824882 0.003166965 0.001538117 0.0006673063 0.0002586122 [46,] 0.010683846 0.005894138 0.002902683 0.0012760310 0.0005007270 [47,] 0.020530896 0.011232898 0.005485090 0.0023904720 0.0009298031 [48,] 0.024409525 0.013203610 0.006374240 0.0027464187 0.0010561061 [49,] 0.017054650 0.009118728 0.004351387 0.0018532049 0.0007044032 [50,] 0.006978817 0.003688294 0.001739687 0.0007323507 0.0002751498 [,43] [,44] [,45] [,46] [,47] [1,] 5.450656e-02 4.187581e-02 2.889180e-02 1.789484e-02 9.946088e-03 [2,] 1.889695e-01 1.451230e-01 1.000536e-01 6.189999e-02 3.434950e-02 [3,] 4.278037e-01 3.275162e-01 2.251752e-01 1.389659e-01 7.695158e-02 [4,] 6.637401e-01 5.054398e-01 3.465157e-01 2.137948e-01 1.186807e-01 [5,] 7.790381e-01 5.923487e-01 4.083073e-01 2.550647e-01 1.443526e-01 [6,] 7.950000e-01 6.118779e-01 4.312464e-01 2.778826e-01 1.633669e-01 [7,] 7.491733e-01 5.889572e-01 4.265910e-01 2.835059e-01 1.720838e-01 [8,] 6.235231e-01 4.979851e-01 3.669198e-01 2.479335e-01 1.527459e-01 [9,] 4.577426e-01 3.663780e-01 2.709900e-01 1.838885e-01 1.137178e-01 [10,] 3.146707e-01 2.466253e-01 1.801123e-01 1.213905e-01 7.483994e-02 [11,] 2.168645e-01 1.637818e-01 1.173766e-01 7.877514e-02 4.888379e-02 [12,] 1.647152e-01 1.258557e-01 9.368305e-02 6.662353e-02 4.443778e-02 [13,] 1.636869e-01 1.417390e-01 1.204441e-01 9.728181e-02 7.303902e-02 [14,] 2.328790e-01 2.297236e-01 2.161004e-01 1.886572e-01 1.506405e-01 [15,] 3.446351e-01 3.602200e-01 3.528541e-01 3.174165e-01 2.596132e-01 [16,] 4.134188e-01 4.435935e-01 4.437800e-01 4.062454e-01 3.372538e-01 [17,] 4.167590e-01 4.553250e-01 4.629501e-01 4.296236e-01 3.607166e-01 [18,] 4.099571e-01 4.527591e-01 4.638541e-01 4.325082e-01 3.640845e-01 [19,] 3.946447e-01 4.369101e-01 4.468826e-01 4.150294e-01 3.475640e-01 [20,] 3.407160e-01 3.775467e-01 3.851775e-01 3.562142e-01 2.968510e-01 [21,] 2.688654e-01 2.985524e-01 3.042827e-01 2.807086e-01 2.332083e-01 [22,] 2.092981e-01 2.336008e-01 2.384482e-01 2.200028e-01 1.827265e-01 [23,] 1.679462e-01 1.905151e-01 1.966644e-01 1.831811e-01 1.535140e-01 [24,] 1.373643e-01 1.580903e-01 1.647510e-01 1.545799e-01 1.303292e-01 [25,] 1.048201e-01 1.192523e-01 1.228401e-01 1.138685e-01 9.480000e-02 [26,] 6.481503e-02 7.108386e-02 7.107352e-02 6.407442e-02 5.190480e-02 [27,] 2.896184e-02 2.994916e-02 2.879354e-02 2.511321e-02 1.971111e-02 [28,] 9.366228e-03 8.525406e-03 7.690670e-03 6.448662e-03 4.903427e-03 [29,] 3.000065e-03 1.901139e-03 1.401173e-03 1.068632e-03 7.739180e-04 [30,] 1.671343e-03 6.599101e-04 2.828610e-04 1.435410e-04 8.350769e-05 [31,] 1.342881e-03 4.660956e-04 1.481428e-04 4.464881e-05 1.375846e-05 [32,] 9.756133e-04 3.315098e-04 1.011059e-04 2.772393e-05 6.871895e-06 [33,] 5.683191e-04 1.876955e-04 5.558840e-05 1.476266e-05 3.515811e-06 [34,] 3.053069e-04 9.670404e-05 2.743404e-05 6.971790e-06 1.587350e-06 [35,] 1.570832e-04 4.816388e-05 1.319864e-05 3.233054e-06 7.080042e-07 [36,] 7.392668e-05 2.248642e-05 6.109525e-06 1.482796e-06 3.214840e-07 [37,] 7.294144e-05 2.270091e-05 6.308940e-06 1.565688e-06 3.469603e-07 [38,] 1.386875e-04 4.312386e-05 1.196811e-05 2.964564e-06 6.554217e-07 [39,] 1.908911e-04 5.878294e-05 1.615635e-05 3.963355e-06 8.677803e-07 [40,] 1.781397e-04 5.454846e-05 1.491123e-05 3.638790e-06 7.927099e-07 [41,] 1.633265e-04 5.026346e-05 1.381099e-05 3.388230e-06 7.421538e-07 [42,] 1.878039e-04 5.787157e-05 1.591810e-05 3.908237e-06 8.565070e-07 [43,] 1.803736e-04 5.513904e-05 1.504415e-05 3.663522e-06 7.962537e-07 [44,] 1.171753e-04 3.558337e-05 9.646704e-06 2.334738e-06 5.044627e-07 [45,] 8.952792e-05 2.768541e-05 7.647561e-06 1.886995e-06 4.158994e-07 [46,] 1.753941e-04 5.484022e-05 1.530559e-05 3.812984e-06 8.478887e-07 [47,] 3.227792e-04 1.000062e-04 2.765381e-05 6.824797e-06 1.503245e-06 [48,] 3.624523e-04 1.110188e-04 3.034902e-05 7.404497e-06 1.612308e-06 [49,] 2.389579e-04 7.234750e-05 1.954915e-05 4.714490e-06 1.014712e-06 [50,] 9.226168e-05 2.761059e-05 7.374493e-06 1.757888e-06 3.739826e-07 [,48] [,49] [,50] [1,] 4.958698e-03 2.216615e-03 8.880516e-04 [2,] 1.708984e-02 7.620261e-03 3.044085e-03 [3,] 3.822057e-02 1.702258e-02 6.796948e-03 [4,] 5.926656e-02 2.662414e-02 1.076004e-02 [5,] 7.398726e-02 3.433012e-02 1.441380e-02 [6,] 8.741659e-02 4.246846e-02 1.868630e-02 [7,] 9.497484e-02 4.747293e-02 2.141963e-02 [8,] 8.535792e-02 4.308675e-02 1.958247e-02 [9,] 6.373203e-02 3.223068e-02 1.466155e-02 [10,] 4.190929e-02 2.120496e-02 9.658824e-03 [11,] 2.776968e-02 1.434315e-02 6.708076e-03 [12,] 2.742894e-02 1.553858e-02 8.042553e-03 [13,] 5.031894e-02 3.159010e-02 1.800595e-02 [14,] 1.092289e-01 7.166629e-02 4.246634e-02 [15,] 1.921261e-01 1.283296e-01 7.725128e-02 [16,] 2.528180e-01 1.707531e-01 1.037642e-01 [17,] 2.729182e-01 1.857075e-01 1.135173e-01 [18,] 2.757547e-01 1.876197e-01 1.145779e-01 [19,] 2.617307e-01 1.770160e-01 1.074557e-01 [20,] 2.224064e-01 1.496624e-01 9.040733e-02 [21,] 1.741496e-01 1.168012e-01 7.032792e-02 [22,] 1.364205e-01 9.149507e-02 5.510570e-02 [23,] 1.156271e-01 7.823095e-02 4.752553e-02 [24,] 9.866174e-02 6.702962e-02 4.085284e-02 [25,] 7.083434e-02 4.748429e-02 2.854963e-02 [26,] 3.774174e-02 2.462532e-02 1.441521e-02 [27,] 1.388878e-02 8.779740e-03 4.978735e-03 [28,] 3.353263e-03 2.057219e-03 1.131528e-03 [29,] 5.122419e-04 3.056060e-04 1.636018e-04 [30,] 4.996238e-05 2.835016e-05 1.470072e-05 [31,] 4.798505e-06 1.959902e-06 8.668177e-07 [32,] 1.563705e-06 3.398307e-07 7.644119e-08 [33,] 7.512379e-07 1.442681e-07 2.503333e-08 [34,] 3.238450e-07 5.921093e-08 9.704438e-09 [35,] 1.386331e-07 2.427595e-08 3.802240e-09 [36,] 6.226776e-08 1.077484e-08 1.665806e-09 [37,] 6.865516e-08 1.213040e-08 1.913719e-09 [38,] 1.293321e-07 2.277796e-08 3.580520e-09 [39,] 1.695846e-07 2.957956e-08 4.604980e-09 [40,] 1.541665e-07 2.676611e-08 4.148618e-09 [41,] 1.451403e-07 2.534264e-08 3.950791e-09 [42,] 1.675488e-07 2.925555e-08 4.559643e-09 [43,] 1.544642e-07 2.674397e-08 4.132826e-09 [44,] 9.731063e-08 1.675854e-08 2.576704e-09 [45,] 8.187896e-08 1.439843e-08 2.261576e-09 [46,] 1.682948e-07 2.981641e-08 4.715101e-09 [47,] 2.955130e-07 5.184753e-08 8.118670e-09 [48,] 3.133313e-07 5.434516e-08 8.412406e-09 [49,] 1.949190e-07 3.341693e-08 5.113061e-09 [50,] 7.100923e-08 1.203315e-08 1.819893e-09 > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(y,z) > (r<-lm(z ~ y)) Call: lm(formula = z ~ y) Coefficients: (Intercept) y 1993.17955 -0.02166 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/73wdo1352815304.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,z, xgridsize=par1, ygridsize=par2, correlation=cor(x,z), xbandwidth=dpik(x), ybandwidth=dpik(z)) > op $xords [1] 218.5063 223.9163 229.3262 234.7362 240.1461 245.5561 250.9660 256.3760 [9] 261.7859 267.1959 272.6058 278.0157 283.4257 288.8356 294.2456 299.6555 [17] 305.0655 310.4754 315.8854 321.2953 326.7052 332.1152 337.5251 342.9351 [25] 348.3450 353.7550 359.1649 364.5749 369.9848 375.3948 380.8047 386.2146 [33] 391.6246 397.0345 402.4445 407.8544 413.2644 418.6743 424.0843 429.4942 [41] 434.9041 440.3141 445.7240 451.1340 456.5439 461.9539 467.3638 472.7738 [49] 478.1837 483.5937 $yords [1] 1973.780 1974.503 1975.226 1975.949 1976.673 1977.396 1978.119 1978.843 [9] 1979.566 1980.289 1981.012 1981.736 1982.459 1983.182 1983.906 1984.629 [17] 1985.352 1986.075 1986.799 1987.522 1988.245 1988.969 1989.692 1990.415 [25] 1991.138 1991.862 1992.585 1993.308 1994.031 1994.755 1995.478 1996.201 [33] 1996.925 1997.648 1998.371 1999.094 1999.818 2000.541 2001.264 2001.988 [41] 2002.711 2003.434 2004.157 2004.881 2005.604 2006.327 2007.051 2007.774 [49] 2008.497 2009.220 $zden [,1] [,2] [,3] [,4] [,5] [1,] 2.614346e-04 5.517205e-04 1.120134e-03 2.119561e-03 3.659173e-03 [2,] 7.007451e-04 1.388494e-03 2.727359e-03 5.146930e-03 9.061100e-03 [3,] 1.680655e-03 3.115647e-03 5.786996e-03 1.060725e-02 1.865183e-02 [4,] 3.517527e-03 6.234840e-03 1.093218e-02 1.908860e-02 3.274032e-02 [5,] 6.235294e-03 1.089753e-02 1.839262e-02 3.056567e-02 5.028266e-02 [6,] 9.244994e-03 1.631716e-02 2.719424e-02 4.368639e-02 6.879454e-02 [7,] 1.170747e-02 2.105941e-02 3.522952e-02 5.568586e-02 8.471166e-02 [8,] 1.352427e-02 2.458294e-02 4.124434e-02 6.453195e-02 9.552895e-02 [9,] 1.555548e-02 2.806818e-02 4.657831e-02 7.156314e-02 1.028029e-01 [10,] 1.829481e-02 3.262587e-02 5.321983e-02 7.982644e-02 1.108806e-01 [11,] 2.073264e-02 3.698563e-02 5.996795e-02 8.872711e-02 1.204181e-01 [12,] 2.135238e-02 3.846736e-02 6.277424e-02 9.302194e-02 1.255845e-01 [13,] 2.003873e-02 3.636153e-02 5.979920e-02 8.924317e-02 1.210688e-01 [14,] 1.816589e-02 3.290888e-02 5.413393e-02 8.095418e-02 1.101819e-01 [15,] 1.694744e-02 3.069426e-02 5.044296e-02 7.537811e-02 1.025946e-01 [16,] 1.648531e-02 3.033128e-02 5.051054e-02 7.632243e-02 1.048618e-01 [17,] 1.633483e-02 3.089326e-02 5.284271e-02 8.191216e-02 1.152669e-01 [18,] 1.628661e-02 3.146672e-02 5.513356e-02 8.768451e-02 1.266876e-01 [19,] 1.650412e-02 3.187948e-02 5.619789e-02 9.037471e-02 1.325406e-01 [20,] 1.728156e-02 3.254257e-02 5.632695e-02 8.956285e-02 1.307078e-01 [21,] 1.870607e-02 3.387791e-02 5.652427e-02 8.700516e-02 1.236135e-01 [22,] 2.036667e-02 3.562151e-02 5.715386e-02 8.440872e-02 1.150780e-01 [23,] 2.151802e-02 3.674698e-02 5.722592e-02 8.154180e-02 1.066996e-01 [24,] 2.174708e-02 3.644568e-02 5.549048e-02 7.694604e-02 9.744809e-02 [25,] 2.143977e-02 3.514141e-02 5.222984e-02 7.054032e-02 8.676349e-02 [26,] 2.154935e-02 3.436215e-02 4.954690e-02 6.476167e-02 7.693005e-02 [27,] 2.280435e-02 3.551379e-02 4.974171e-02 6.281750e-02 7.173602e-02 [28,] 2.487545e-02 3.842687e-02 5.307648e-02 6.565765e-02 7.289581e-02 [29,] 2.640634e-02 4.109744e-02 5.699085e-02 7.046508e-02 7.775611e-02 [30,] 2.610686e-02 4.125564e-02 5.801695e-02 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3.025684e-03 1.247788e-03 4.608401e-04 1.522451e-04 [38,] 4.809924e-03 2.221897e-03 9.274593e-04 3.481992e-04 1.171687e-04 [39,] 3.219878e-03 1.464584e-03 6.079513e-04 2.290478e-04 7.793042e-05 [40,] 2.179708e-03 9.443632e-04 3.768266e-04 1.380718e-04 4.625349e-05 [41,] 1.706632e-03 6.893813e-04 2.556620e-04 8.731435e-05 2.750157e-05 [42,] 1.594793e-03 6.150881e-04 2.146048e-04 6.800280e-05 1.966759e-05 [43,] 1.592594e-03 6.089818e-04 2.087023e-04 6.415168e-05 1.772147e-05 [44,] 1.557288e-03 5.980931e-04 2.056578e-04 6.324057e-05 1.738239e-05 [45,] 1.516201e-03 5.799167e-04 1.990061e-04 6.119160e-05 1.684083e-05 [46,] 1.556117e-03 5.892729e-04 1.999649e-04 6.080566e-05 1.656721e-05 [47,] 1.639334e-03 6.241198e-04 2.118268e-04 6.413405e-05 1.733456e-05 [48,] 1.592175e-03 6.225885e-04 2.161031e-04 6.661185e-05 1.824358e-05 [49,] 1.303065e-03 5.300050e-04 1.909536e-04 6.095057e-05 1.723968e-05 [50,] 8.593945e-04 3.654946e-04 1.375726e-04 4.583147e-05 1.351481e-05 [,46] [,47] [,48] [,49] 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2.210802e-01 1.398771e-01 8.003631e-02 4.126515e-02 1.910918e-02 [16,] 2.338935e-01 1.555930e-01 9.389607e-02 5.116538e-02 2.507557e-02 [17,] 2.396907e-01 1.703410e-01 1.099454e-01 6.406892e-02 3.354989e-02 [18,] 2.467925e-01 1.882032e-01 1.301141e-01 8.101096e-02 4.520944e-02 [19,] 2.534426e-01 2.046522e-01 1.494779e-01 9.812084e-02 5.763848e-02 [20,] 2.512253e-01 2.102209e-01 1.591052e-01 1.082636e-01 6.597337e-02 [21,] 2.349745e-01 1.998428e-01 1.539999e-01 1.069423e-01 6.667950e-02 [22,] 2.065101e-01 1.761429e-01 1.363908e-01 9.542967e-02 6.014254e-02 [23,] 1.712433e-01 1.454031e-01 1.121873e-01 7.836487e-02 4.943791e-02 [24,] 1.340081e-01 1.130333e-01 8.660170e-02 6.008999e-02 3.770577e-02 [25,] 9.760632e-02 8.205807e-02 6.257762e-02 4.314833e-02 2.688147e-02 [26,] 6.421144e-02 5.418324e-02 4.145509e-02 2.859904e-02 1.777199e-02 [27,] 3.684480e-02 3.136137e-02 2.430024e-02 1.695455e-02 1.061788e-02 [28,] 1.803429e-02 1.540363e-02 1.214527e-02 8.651576e-03 5.523432e-03 [29,] 7.589863e-03 6.330353e-03 5.042670e-03 3.678732e-03 2.413552e-03 [30,] 2.911144e-03 2.219835e-03 1.729897e-03 1.279623e-03 8.634707e-04 [31,] 1.133474e-03 7.171242e-04 5.057779e-04 3.651338e-04 2.500838e-04 [32,] 4.832283e-04 2.427891e-04 1.386635e-04 8.920061e-05 5.924875e-05 [33,] 2.209928e-04 9.305558e-05 4.133788e-05 2.095253e-05 1.213856e-05 [34,] 1.092286e-04 3.996058e-05 1.455905e-05 5.605717e-06 2.475342e-06 [35,] 6.667667e-05 2.068268e-05 6.264496e-06 1.905238e-06 6.158029e-07 [36,] 5.268323e-05 1.443620e-05 3.698107e-06 9.080310e-07 2.216552e-07 [37,] 4.501216e-05 1.194123e-05 2.858875e-06 6.242303e-07 1.265959e-07 [38,] 3.525528e-05 9.473870e-06 2.273674e-06 4.881548e-07 9.416217e-08 [39,] 2.384307e-05 6.537676e-06 1.602560e-06 3.506338e-07 6.843974e-08 [40,] 1.409545e-05 3.887911e-06 9.661997e-07 2.155057e-07 4.301199e-08 [41,] 7.983101e-06 2.129396e-06 5.195404e-07 1.153220e-07 2.316277e-08 [42,] 5.219248e-06 1.276699e-06 2.886542e-07 6.032149e-08 1.161795e-08 [43,] 4.413817e-06 9.957363e-07 2.046489e-07 3.856724e-08 6.705268e-09 [44,] 4.271459e-06 9.393462e-07 1.852281e-07 3.285336e-08 5.265217e-09 [45,] 4.144742e-06 9.116310e-07 1.791429e-07 3.145539e-08 4.938818e-09 [46,] 4.043739e-06 8.838997e-07 1.729518e-07 3.027882e-08 4.740750e-09 [47,] 4.185867e-06 9.036889e-07 1.745362e-07 3.017084e-08 4.669289e-09 [48,] 4.442480e-06 9.625623e-07 1.857337e-07 3.194492e-08 4.901912e-09 [49,] 4.322293e-06 9.609414e-07 1.895308e-07 3.318165e-08 5.159749e-09 [50,] 3.527913e-06 8.153591e-07 1.668724e-07 3.024969e-08 4.858243e-09 > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(x,z) > (r<-lm(z ~ x)) Call: lm(formula = z ~ x) Coefficients: (Intercept) x 1.976e+03 4.951e-02 > abline(r) > box() > dev.off() null device 1 > > try(system("convert tmp/1myhi1352815304.ps tmp/1myhi1352815304.png",intern=TRUE)) character(0) > try(system("convert tmp/28j6e1352815304.ps tmp/28j6e1352815304.png",intern=TRUE)) character(0) > try(system("convert tmp/3iovg1352815304.ps tmp/3iovg1352815304.png",intern=TRUE)) character(0) > try(system("convert tmp/4pbqm1352815304.ps tmp/4pbqm1352815304.png",intern=TRUE)) character(0) > try(system("convert tmp/55acp1352815304.ps tmp/55acp1352815304.png",intern=TRUE)) character(0) > try(system("convert tmp/6qt3w1352815304.ps tmp/6qt3w1352815304.png",intern=TRUE)) character(0) > try(system("convert tmp/73wdo1352815304.ps tmp/73wdo1352815304.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 5.403 0.852 6.245