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Type 'q()' to quit R. > x <- array(list(1235,127,13,1080,115,12,845,127,7,1522,150,9,1047,156,6,1979,182,11,1822,156,12,1253,132,10,1297,137,9,946,113,9,1713,137,15,1024,117,11,1147,137,8,1092,153,6,1152,117,13,1336,126,10,2131,170,14,1550,182,8,1884,162,11,2041,184,10,845,143,6,1483,159,9,1055,108,14,1545,175,8,729,108,6,1792,179,9,1175,111,15,1593,187,8,785,111,7,744,115,7,1356,194,5,1262,168,7),dim=c(3,32),dimnames=list(c('Prijs','Ouderdom','Aantal_aanbieders'),1:32)) > y <- array(NA,dim=c(3,32),dimnames=list(c('Prijs','Ouderdom','Aantal_aanbieders'),1:32)) > for (i in 1:dim(x)[1]) + { + for (j in 1:dim(x)[2]) + { + y[i,j] <- as.numeric(x[i,j]) + } + } > par4 = 'FALSE' > par3 = '3' > par2 = '2' > par1 = '1' > ylab = 'Prijs' > xlab = 'Ouderdom' > main = 'Veiling' > #'GNU S' R Code compiled by R2WASP v. 1.0.44 () > #Author: Dr. Ian E. Holliday > #To cite this work: Ian E. Holliday, 2009, YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: > #Technical description: > cat1 <- as.numeric(par1) # > cat2<- as.numeric(par2) # > cat3 <- as.numeric(par3) > intercept<-as.logical(par4) > x <- t(x) > x1<-as.numeric(x[,cat1]) > f1<-as.character(x[,cat2]) > f2 <- as.character(x[,cat3]) > xdf<-data.frame(x1,f1, f2) > (V1<-dimnames(y)[[1]][cat1]) [1] "Prijs" > (V2<-dimnames(y)[[1]][cat2]) [1] "Ouderdom" > (V3 <-dimnames(y)[[1]][cat3]) [1] "Aantal_aanbieders" > names(xdf)<-c('Response', 'Treatment_A', 'Treatment_B') > if(intercept == FALSE) (lmxdf<-lm(Response ~ Treatment_A * Treatment_B- 1, data = xdf) ) else (lmxdf<-lm(Response ~ Treatment_A * Treatment_B, data = xdf) ) Call: lm(formula = Response ~ Treatment_A * Treatment_B - 1, data = xdf) Coefficients: Treatment_A108 Treatment_A111 1142 759 Treatment_A113 Treatment_A115 946 718 Treatment_A117 Treatment_A126 736 1336 Treatment_A127 Treatment_A132 819 1253 Treatment_A137 Treatment_A143 1297 1258 Treatment_A150 Treatment_A153 1522 1505 Treatment_A156 Treatment_A159 1460 1483 Treatment_A162 Treatment_A168 1605 1236 Treatment_A170 Treatment_A175 2218 1695 Treatment_A179 Treatment_A182 1792 1700 Treatment_A184 Treatment_A187 2041 1743 Treatment_A194 Treatment_B11 1356 279 Treatment_B12 Treatment_B13 362 416 Treatment_B14 Treatment_B15 -87 416 Treatment_B5 Treatment_B6 NA -413 Treatment_B7 Treatment_B8 26 -150 Treatment_B9 Treatment_A111:Treatment_B11 NA NA Treatment_A113:Treatment_B11 Treatment_A115:Treatment_B11 NA NA Treatment_A117:Treatment_B11 Treatment_A126:Treatment_B11 9 NA Treatment_A127:Treatment_B11 Treatment_A132:Treatment_B11 NA NA Treatment_A137:Treatment_B11 Treatment_A143:Treatment_B11 NA NA Treatment_A150:Treatment_B11 Treatment_A153:Treatment_B11 NA NA Treatment_A156:Treatment_B11 Treatment_A159:Treatment_B11 NA NA Treatment_A162:Treatment_B11 Treatment_A168:Treatment_B11 NA NA Treatment_A170:Treatment_B11 Treatment_A175:Treatment_B11 NA NA Treatment_A179:Treatment_B11 Treatment_A182:Treatment_B11 NA NA Treatment_A184:Treatment_B11 Treatment_A187:Treatment_B11 NA NA Treatment_A194:Treatment_B11 Treatment_A111:Treatment_B12 NA NA Treatment_A113:Treatment_B12 Treatment_A115:Treatment_B12 NA NA Treatment_A117:Treatment_B12 Treatment_A126:Treatment_B12 NA NA Treatment_A127:Treatment_B12 Treatment_A132:Treatment_B12 NA NA Treatment_A137:Treatment_B12 Treatment_A143:Treatment_B12 NA NA Treatment_A150:Treatment_B12 Treatment_A153:Treatment_B12 NA NA Treatment_A156:Treatment_B12 Treatment_A159:Treatment_B12 NA NA Treatment_A162:Treatment_B12 Treatment_A168:Treatment_B12 NA NA Treatment_A170:Treatment_B12 Treatment_A175:Treatment_B12 NA NA Treatment_A179:Treatment_B12 Treatment_A182:Treatment_B12 NA NA Treatment_A184:Treatment_B12 Treatment_A187:Treatment_B12 NA NA Treatment_A194:Treatment_B12 Treatment_A111:Treatment_B13 NA NA Treatment_A113:Treatment_B13 Treatment_A115:Treatment_B13 NA NA Treatment_A117:Treatment_B13 Treatment_A126:Treatment_B13 NA NA Treatment_A127:Treatment_B13 Treatment_A132:Treatment_B13 NA NA Treatment_A137:Treatment_B13 Treatment_A143:Treatment_B13 NA NA Treatment_A150:Treatment_B13 Treatment_A153:Treatment_B13 NA NA Treatment_A156:Treatment_B13 Treatment_A159:Treatment_B13 NA NA Treatment_A162:Treatment_B13 Treatment_A168:Treatment_B13 NA NA Treatment_A170:Treatment_B13 Treatment_A175:Treatment_B13 NA NA Treatment_A179:Treatment_B13 Treatment_A182:Treatment_B13 NA NA Treatment_A184:Treatment_B13 Treatment_A187:Treatment_B13 NA NA Treatment_A194:Treatment_B13 Treatment_A111:Treatment_B14 NA NA Treatment_A113:Treatment_B14 Treatment_A115:Treatment_B14 NA NA Treatment_A117:Treatment_B14 Treatment_A126:Treatment_B14 NA NA Treatment_A127:Treatment_B14 Treatment_A132:Treatment_B14 NA NA Treatment_A137:Treatment_B14 Treatment_A143:Treatment_B14 NA NA Treatment_A150:Treatment_B14 Treatment_A153:Treatment_B14 NA NA Treatment_A156:Treatment_B14 Treatment_A159:Treatment_B14 NA NA Treatment_A162:Treatment_B14 Treatment_A168:Treatment_B14 NA NA Treatment_A170:Treatment_B14 Treatment_A175:Treatment_B14 NA NA Treatment_A179:Treatment_B14 Treatment_A182:Treatment_B14 NA NA Treatment_A184:Treatment_B14 Treatment_A187:Treatment_B14 NA NA Treatment_A194:Treatment_B14 Treatment_A111:Treatment_B15 NA NA Treatment_A113:Treatment_B15 Treatment_A115:Treatment_B15 NA NA Treatment_A117:Treatment_B15 Treatment_A126:Treatment_B15 NA NA Treatment_A127:Treatment_B15 Treatment_A132:Treatment_B15 NA NA Treatment_A137:Treatment_B15 Treatment_A143:Treatment_B15 NA NA Treatment_A150:Treatment_B15 Treatment_A153:Treatment_B15 NA NA Treatment_A156:Treatment_B15 Treatment_A159:Treatment_B15 NA NA Treatment_A162:Treatment_B15 Treatment_A168:Treatment_B15 NA NA Treatment_A170:Treatment_B15 Treatment_A175:Treatment_B15 NA NA Treatment_A179:Treatment_B15 Treatment_A182:Treatment_B15 NA NA Treatment_A184:Treatment_B15 Treatment_A187:Treatment_B15 NA NA Treatment_A194:Treatment_B15 Treatment_A111:Treatment_B5 NA NA Treatment_A113:Treatment_B5 Treatment_A115:Treatment_B5 NA NA Treatment_A117:Treatment_B5 Treatment_A126:Treatment_B5 NA NA Treatment_A127:Treatment_B5 Treatment_A132:Treatment_B5 NA NA Treatment_A137:Treatment_B5 Treatment_A143:Treatment_B5 NA NA Treatment_A150:Treatment_B5 Treatment_A153:Treatment_B5 NA NA Treatment_A156:Treatment_B5 Treatment_A159:Treatment_B5 NA NA Treatment_A162:Treatment_B5 Treatment_A168:Treatment_B5 NA NA Treatment_A170:Treatment_B5 Treatment_A175:Treatment_B5 NA NA Treatment_A179:Treatment_B5 Treatment_A182:Treatment_B5 NA NA Treatment_A184:Treatment_B5 Treatment_A187:Treatment_B5 NA NA Treatment_A194:Treatment_B5 Treatment_A111:Treatment_B6 NA NA Treatment_A113:Treatment_B6 Treatment_A115:Treatment_B6 NA NA Treatment_A117:Treatment_B6 Treatment_A126:Treatment_B6 NA NA Treatment_A127:Treatment_B6 Treatment_A132:Treatment_B6 NA NA Treatment_A137:Treatment_B6 Treatment_A143:Treatment_B6 NA NA Treatment_A150:Treatment_B6 Treatment_A153:Treatment_B6 NA NA Treatment_A156:Treatment_B6 Treatment_A159:Treatment_B6 NA NA Treatment_A162:Treatment_B6 Treatment_A168:Treatment_B6 NA NA Treatment_A170:Treatment_B6 Treatment_A175:Treatment_B6 NA NA Treatment_A179:Treatment_B6 Treatment_A182:Treatment_B6 NA NA Treatment_A184:Treatment_B6 Treatment_A187:Treatment_B6 NA NA Treatment_A194:Treatment_B6 Treatment_A111:Treatment_B7 NA NA Treatment_A113:Treatment_B7 Treatment_A115:Treatment_B7 NA NA Treatment_A117:Treatment_B7 Treatment_A126:Treatment_B7 NA NA Treatment_A127:Treatment_B7 Treatment_A132:Treatment_B7 NA NA Treatment_A137:Treatment_B7 Treatment_A143:Treatment_B7 NA NA Treatment_A150:Treatment_B7 Treatment_A153:Treatment_B7 NA NA Treatment_A156:Treatment_B7 Treatment_A159:Treatment_B7 NA NA Treatment_A162:Treatment_B7 Treatment_A168:Treatment_B7 NA NA Treatment_A170:Treatment_B7 Treatment_A175:Treatment_B7 NA NA Treatment_A179:Treatment_B7 Treatment_A182:Treatment_B7 NA NA Treatment_A184:Treatment_B7 Treatment_A187:Treatment_B7 NA NA Treatment_A194:Treatment_B7 Treatment_A111:Treatment_B8 NA NA Treatment_A113:Treatment_B8 Treatment_A115:Treatment_B8 NA NA Treatment_A117:Treatment_B8 Treatment_A126:Treatment_B8 NA NA Treatment_A127:Treatment_B8 Treatment_A132:Treatment_B8 NA NA Treatment_A137:Treatment_B8 Treatment_A143:Treatment_B8 NA NA Treatment_A150:Treatment_B8 Treatment_A153:Treatment_B8 NA NA Treatment_A156:Treatment_B8 Treatment_A159:Treatment_B8 NA NA Treatment_A162:Treatment_B8 Treatment_A168:Treatment_B8 NA NA Treatment_A170:Treatment_B8 Treatment_A175:Treatment_B8 NA NA Treatment_A179:Treatment_B8 Treatment_A182:Treatment_B8 NA NA Treatment_A184:Treatment_B8 Treatment_A187:Treatment_B8 NA NA Treatment_A194:Treatment_B8 Treatment_A111:Treatment_B9 NA NA Treatment_A113:Treatment_B9 Treatment_A115:Treatment_B9 NA NA Treatment_A117:Treatment_B9 Treatment_A126:Treatment_B9 NA NA Treatment_A127:Treatment_B9 Treatment_A132:Treatment_B9 NA NA Treatment_A137:Treatment_B9 Treatment_A143:Treatment_B9 NA NA Treatment_A150:Treatment_B9 Treatment_A153:Treatment_B9 NA NA Treatment_A156:Treatment_B9 Treatment_A159:Treatment_B9 NA NA Treatment_A162:Treatment_B9 Treatment_A168:Treatment_B9 NA NA Treatment_A170:Treatment_B9 Treatment_A175:Treatment_B9 NA NA Treatment_A179:Treatment_B9 Treatment_A182:Treatment_B9 NA NA Treatment_A184:Treatment_B9 Treatment_A187:Treatment_B9 NA NA Treatment_A194:Treatment_B9 NA > (aov.xdf<-aov(lmxdf) ) Call: aov(formula = lmxdf) Terms: Treatment_A Treatment_B Treatment_A:Treatment_B Sum of Squares 60304720 834174 8 Deg. of Freedom 23 8 1 221 out of 253 effects not estimable Estimated effects may be unbalanced > (anova.xdf<-anova(lmxdf) ) Analysis of Variance Table Response: Response Df Sum Sq Mean Sq F value Pr(>F) Treatment_A 23 60304720 2621944 Treatment_B 8 834174 104272 Treatment_A:Treatment_B 1 8 8 Residuals 0 0 Warning message: In anova.lm(lmxdf) : ANOVA F-tests on an essentially perfect fit are unreliable > > #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/wessaorg/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'ANOVA Model', length(lmxdf$coefficients)+1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, lmxdf$call['formula'],length(lmxdf$coefficients)+1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'means',,TRUE) > for(i in 1:length(lmxdf$coefficients)){ + a<-table.element(a, round(lmxdf$coefficients[i], digits=3),,FALSE) + } > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/1kboq1322142695.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'ANOVA Statistics', 5+1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, ' ',,TRUE) > a<-table.element(a, 'Df',,FALSE) > a<-table.element(a, 'Sum Sq',,FALSE) > a<-table.element(a, 'Mean Sq',,FALSE) > a<-table.element(a, 'F value',,FALSE) > a<-table.element(a, 'Pr(>F)',,FALSE) > a<-table.row.end(a) > for(i in 1 : length(rownames(anova.xdf))-1){ + a<-table.row.start(a) + a<-table.element(a,rownames(anova.xdf)[i] ,,TRUE) + a<-table.element(a, anova.xdf$Df[1],,FALSE) + a<-table.element(a, round(anova.xdf$'Sum Sq'[i], digits=3),,FALSE) + a<-table.element(a, round(anova.xdf$'Mean Sq'[i], digits=3),,FALSE) + a<-table.element(a, round(anova.xdf$'F value'[i], digits=3),,FALSE) + a<-table.element(a, round(anova.xdf$'Pr(>F)'[i], digits=3),,FALSE) + a<-table.row.end(a) + } > a<-table.row.start(a) > a<-table.element(a, 'Residuals',,TRUE) > a<-table.element(a, anova.xdf$'Df'[i+1],,FALSE) > a<-table.element(a, round(anova.xdf$'Sum Sq'[i+1], digits=3),,FALSE) > a<-table.element(a, round(anova.xdf$'Mean Sq'[i+1], digits=3),,FALSE) > a<-table.element(a, ' ',,FALSE) > a<-table.element(a, ' ',,FALSE) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/2k36z1322142695.tab") > postscript(file="/var/wessaorg/rcomp/tmp/3q1o11322142695.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > boxplot(Response ~ Treatment_A + Treatment_B, data=xdf, xlab=V2, ylab=V1, main='Boxplots of ANOVA Groups') > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/4cv1l1322142695.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > xdf2 <- xdf # to preserve xdf make copy for function > names(xdf2) <- c(V1, V2, V3) > plot.design(xdf2, main='Design Plot of Group Means') > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5knyr1322142695.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > interaction.plot(xdf$Treatment_A, xdf$Treatment_B, xdf$Response, xlab=V2, ylab=V1, trace.label=V3, main='Possible Interactions Between Anova Groups') > dev.off() null device 1 > if(intercept==TRUE){ + thsd<-TukeyHSD(aov.xdf) + names(thsd) <- c(V2, V3, paste(V2, ':', V3, sep='')) + postscript(file="/var/wessaorg/rcomp/tmp/6n9tv1322142695.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) + layout(matrix(c(1,2,3,3), 2,2)) + plot(thsd, las=1) + dev.off() + } > if(intercept==TRUE){ + ntables<-length(names(thsd)) + a<-table.start() + a<-table.row.start(a) + a<-table.element(a,'Tukey Honest Significant Difference Comparisons', 5,TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a, ' ', 1, TRUE) + for(i in 1:4){ + a<-table.element(a,colnames(thsd[[1]])[i], 1, TRUE) + } + a<-table.row.end(a) + for(nt in 1:ntables){ + for(i in 1:length(rownames(thsd[[nt]]))){ + a<-table.row.start(a) + a<-table.element(a,rownames(thsd[[nt]])[i], 1, TRUE) + for(j in 1:4){ + a<-table.element(a,round(thsd[[nt]][i,j], digits=3), 1, FALSE) + } + a<-table.row.end(a) + } + } # end nt + a<-table.end(a) + table.save(a,file="/var/wessaorg/rcomp/tmp/7lbb01322142695.tab") + }#end if hsd tables > if(intercept==FALSE){ + a<-table.start() + a<-table.row.start(a) + a<-table.element(a,'TukeyHSD Message', 1,TRUE) + a<-table.row.end(a) + a<-table.start() + a<-table.row.start(a) + a<-table.element(a,'Must Include Intercept to use Tukey Test ', 1, FALSE) + a<-table.row.end(a) + a<-table.end(a) + table.save(a,file="/var/wessaorg/rcomp/tmp/86bfq1322142695.tab") + } > library(car) Loading required package: MASS Loading required package: nnet Loading required package: survival Loading required package: splines > lt.lmxdf<-levene.test(lmxdf) Warning message: 'levene.test' is deprecated. Use 'leveneTest' instead. See help("Deprecated") and help("car-deprecated"). > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Levenes Test for Homogeneity of Variance', 4,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,' ', 1, TRUE) > for (i in 1:3){ + a<-table.element(a,names(lt.lmxdf)[i], 1, FALSE) + } > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Group', 1, TRUE) > for (i in 1:3){ + a<-table.element(a,round(lt.lmxdf[[i]][1], digits=3), 1, FALSE) + } > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,' ', 1, TRUE) > a<-table.element(a,lt.lmxdf[[1]][2], 1, FALSE) > a<-table.element(a,' ', 1, FALSE) > a<-table.element(a,' ', 1, FALSE) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/9m3h71322142695.tab") > > try(system("convert tmp/3q1o11322142695.ps tmp/3q1o11322142695.png",intern=TRUE)) character(0) > try(system("convert tmp/4cv1l1322142695.ps tmp/4cv1l1322142695.png",intern=TRUE)) character(0) > try(system("convert tmp/5knyr1322142695.ps tmp/5knyr1322142695.png",intern=TRUE)) character(0) > try(system("convert tmp/6n9tv1322142695.ps tmp/6n9tv1322142695.png",intern=TRUE)) convert: unable to open image `tmp/6n9tv1322142695.ps': No such file or directory @ blob.c/OpenBlob/2480. convert: missing an image filename `tmp/6n9tv1322142695.png' @ convert.c/ConvertImageCommand/2838. character(0) Warning message: running command 'convert tmp/6n9tv1322142695.ps tmp/6n9tv1322142695.png' had status 1 > > > proc.time() user system elapsed 1.184 0.261 1.493