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Data X:
2011 "'S'" 26 2011 "'S'" 51 2011 "'S'" 57 2011 "'S'" 37 2011 "'S'" 67 2011 "'S'" 43 2011 "'S'" 52 2011 "'S'" 52 2011 "'S'" 43 2011 "'S'" 84 2011 "'S'" 67 2011 "'S'" 49 2011 "'S'" 70 2011 "'S'" 52 2011 "'S'" 58 2011 "'S'" 68 2011 "'B'" 62 2011 "'S'" 43 2011 "'S'" 56 2011 "'B'" 56 2011 "'S'" 74 2011 "'S'" 65 2011 "'S'" 63 2011 "'S'" 58 2011 "'S'" 57 2011 "'S'" 63 2011 "'S'" 53 2011 "'B'" 57 2011 "'B'" 51 2011 "'S'" 64 2011 "'S'" 53 2011 "'S'" 29 2011 "'S'" 54 2011 "'S'" 51 2011 "'S'" 58 2011 "'S'" 43 2011 "'S'" 51 2011 "'S'" 53 2011 "'S'" 54 2011 "'B'" 56 2011 "'S'" 61 2011 "'S'" 47 2011 "'S'" 39 2011 "'S'" 48 2011 "'S'" 50 2011 "'S'" 35 2011 "'B'" 30 2011 "'S'" 68 2011 "'S'" 49 2011 "'B'" 61 2011 "'S'" 67 2011 "'B'" 47 2011 "'B'" 56 2011 "'B'" 50 2011 "'S'" 43 2011 "'B'" 67 2011 "'S'" 62 2011 "'S'" 57 2011 "'B'" 41 2011 "'S'" 54 2011 "'B'" 45 2011 "'B'" 48 2011 "'S'" 61 2011 "'S'" 56 2011 "'S'" 41 2011 "'S'" 43 2011 "'S'" 53 2011 "'B'" 44 2011 "'S'" 66 2011 "'S'" 58 2011 "'S'" 46 2011 "'B'" 37 2011 "'S'" 51 2011 "'S'" 51 2011 "'B'" 56 2011 "'B'" 66 2011 "'S'" 45 2011 "'S'" 37 2011 "'S'" 59 2011 "'S'" 42 2011 "'B'" 38 2011 "'S'" 66 2011 "'B'" 34 2011 "'S'" 53 2011 "'B'" 49 2011 "'B'" 55 2011 "'B'" 49 2011 "'B'" 59 2011 "'B'" 40 2011 "'B'" 58 2011 "'B'" 60 2011 "'B'" 63 2011 "'B'" 56 2011 "'B'" 54 2011 "'B'" 52 2011 "'B'" 34 2011 "'B'" 69 2011 "'B'" 32 2011 "'B'" 48 2011 "'B'" 67 2011 "'B'" 58 2011 "'B'" 57 2011 "'B'" 42 2011 "'B'" 64 2011 "'B'" 58 2011 "'B'" 66 2011 "'B'" 26 2011 "'B'" 61 2011 "'B'" 52 2011 "'B'" 51 2011 "'B'" 55 2011 "'B'" 50 2011 "'B'" 60 2011 "'B'" 56 2011 "'B'" 63 2011 "'B'" 61 2012 "'S'" 52 2012 "'S'" 16 2012 "'S'" 46 2012 "'S'" 56 2012 "'B'" 52 2012 "'B'" 55 2012 "'S'" 50 2012 "'S'" 59 2012 "'S'" 60 2012 "'S'" 52 2012 "'S'" 44 2012 "'S'" 67 2012 "'S'" 52 2012 "'S'" 55 2012 "'S'" 37 2012 "'S'" 54 2012 "'B'" 72 2012 "'S'" 51 2012 "'S'" 48 2012 "'S'" 60 2012 "'S'" 50 2012 "'S'" 63 2012 "'S'" 33 2012 "'S'" 67 2012 "'S'" 46 2012 "'S'" 54 2012 "'S'" 59 2012 "'S'" 61 2012 "'B'" 33 2012 "'S'" 47 2012 "'S'" 69 2012 "'S'" 52 2012 "'S'" 55 2012 "'S'" 55 2012 "'S'" 41 2012 "'S'" 73 2012 "'S'" 51 2012 "'S'" 52 2012 "'S'" 50 2012 "'S'" 51 2012 "'S'" 60 2012 "'S'" 56 2012 "'S'" 56 2012 "'S'" 29 2012 "'B'" 66 2012 "'B'" 66 2012 "'S'" 73 2012 "'S'" 55 2012 "'B'" 64 2012 "'B'" 40 2012 "'B'" 46 2012 "'B'" 58 2012 "'S'" 43 2012 "'S'" 61 2012 "'B'" 51 2012 "'B'" 50 2012 "'B'" 52 2012 "'B'" 54 2012 "'B'" 66 2012 "'B'" 61 2012 "'B'" 80 2012 "'B'" 51 2012 "'B'" 56 2012 "'S'" 56 2012 "'S'" 56 2012 "'B'" 53 2012 "'S'" 47 2012 "'S'" 25 2012 "'B'" 47 2012 "'S'" 46 2012 "'B'" 50 2012 "'B'" 39 2012 "'S'" 51 2012 "'B'" 58 2012 "'B'" 35 2012 "'B'" 58 2012 "'B'" 60 2012 "'B'" 62 2012 "'B'" 63 2012 "'B'" 53 2012 "'B'" 46 2012 "'B'" 67 2012 "'B'" 59 2012 "'B'" 64 2012 "'B'" 38 2012 "'B'" 50 2012 "'S'" 48 2012 "'B'" 48 2012 "'B'" 47 2012 "'B'" 66 2012 "'S'" 47 2012 "'B'" 63 2012 "'S'" 58 2012 "'B'" 44 2012 "'S'" 51 2012 "'B'" 43 2012 "'S'" 55 2012 "'B'" 38 2012 "'B'" 56 2012 "'B'" 45 2012 "'B'" 50 2012 "'B'" 54 2012 "'S'" 57 2012 "'S'" 60 2012 "'B'" 55 2012 "'S'" 56 2012 "'S'" 49 2012 "'B'" 37 2012 "'S'" 43 2012 "'S'" 59 2012 "'B'" 46 2012 "'B'" 51 2012 "'S'" 58 2012 "'B'" 64 2012 "'S'" 53 2012 "'S'" 48 2012 "'S'" 51 2012 "'B'" 47 2012 "'S'" 59 2012 "'B'" 62 2012 "'S'" 62 2012 "'S'" 51 2012 "'S'" 64 2012 "'S'" 52 2012 "'B'" 67 2012 "'S'" 50 2012 "'S'" 54 2012 "'S'" 58 2012 "'B'" 56 2012 "'S'" 63 2012 "'S'" 31 2012 "'B'" 65 2012 "'S'" 71 2012 "'B'" 50 2012 "'B'" 57 2012 "'B'" 47 2012 "'S'" 54 2012 "'B'" 47 2012 "'B'" 57 2012 "'S'" 43 2012 "'S'" 41 2012 "'S'" 63 2012 "'S'" 63 2012 "'S'" 56 2012 "'S'" 51 2012 "'B'" 50 2012 "'B'" 22 2012 "'S'" 41 2012 "'B'" 59 2012 "'B'" 56 2012 "'S'" 66 2012 "'B'" 53 2012 "'B'" 42 2012 "'B'" 52 2012 "'B'" 54 2012 "'B'" 44 2012 "'B'" 62 2012 "'B'" 53 2012 "'B'" 50 2012 "'B'" 36 2012 "'B'" 76 2012 "'B'" 66 2012 "'B'" 62 2012 "'B'" 59 2012 "'B'" 47 2012 "'B'" 55 2012 "'B'" 58 2012 "'B'" 60 2012 "'S'" 44 2012 "'B'" 57 2012 "'B'" 45 2014 "'S'" 58 2014 "'S'" 51 2014 "'S'" 57 2014 "'S'" 30 2014 "'S'" 46 2014 "'S'" 51 2014 "'S'" 56 2014 "'S'" 58 2014 "'S'" 44 2014 "'S'" 14 2014 "'S'" 53 2014 "'S'" 42 2014 "'B'" 49 2014 "'S'" 44 2014 "'B'" 62 2014 "'S'" 30 2014 "'S'" 46 2014 "'B'" 56 2014 "'S'" 50 2014 "'S'" 54 2014 "'S'" 48 2014 "'S'" 55 2014 "'S'" 35 2014 "'S'" 55 2014 "'S'" 41 2014 "'S'" 59 2014 "'S'" 54 2014 "'S'" 66 2014 "'S'" 55 2014 "'S'" 45 2014 "'S'" 51 2014 "'S'" 47 2014 "'S'" 42 2014 "'S'" 53 2014 "'S'" 53 2014 "'S'" 41 2014 "'S'" 55 2014 "'S'" 55 2014 "'S'" 46 2014 "'S'" 63 2014 "'S'" 43 2014 "'S'" 65 2014 "'S'" 59 2014 "'S'" 39 2014 "'S'" 44 2014 "'B'" 60 2014 "'S'" 57 2014 "'B'" 67 2014 "'B'" 52 2014 "'B'" 52 2014 "'S'" 69 2014 "'S'" 46 2014 "'S'" 46 2014 "'B'" 53 2014 "'S'" 40 2014 "'S'" 70 2014 "'S'" 54 2014 "'S'" 77 2014 "'B'" 45 2014 "'S'" 60 2014 "'B'" 47 2014 "'S'" 50 2014 "'S'" 66 2014 "'S'" 60 2014 "'B'" 41 2014 "'B'" 53 2014 "'B'" 34 2014 "'S'" 51 2014 "'S'" 69 2014 "'S'" 60 2014 "'B'" 45 2014 "'S'" 58 2014 "'S'" 39 2014 "'S'" 51 2014 "'S'" 52 2014 "'S'" 49 2014 "'S'" 63 2014 "'B'" 44 2014 "'S'" 51 2014 "'S'" 52 2014 "'B'" 60 2014 "'B'" 53 2014 "'B'" 53 2014 "'S'" 52 2014 "'S'" 31 2014 "'B'" 51 2014 "'B'" 65 2014 "'B'" 51 2014 "'B'" 49 2014 "'S'" 61 2014 "'B'" 58 2014 "'B'" 62 2014 "'S'" 54 2014 "'B'" 52 2014 "'S'" 72 2014 "'B'" 50 2014 "'S'" 65 2014 "'B'" 53 2014 "'S'" 56 2014 "'S'" 63 2014 "'B'" 62 2014 "'B'" 66 2014 "'B'" 50 2014 "'S'" 45 2014 "'B'" 58 2014 "'S'" 52 2014 "'B'" 53 2014 "'S'" 68 2014 "'B'" 59 2014 "'B'" 58 2014 "'B'" 52 2014 "'S'" 45 2014 "'B'" 58 2014 "'S'" 70 2014 "'S'" 69 2014 "'B'" 71 2014 "'S'" 46 2014 "'B'" 58 2014 "'S'" 39 2014 "'B'" 46 2014 "'B'" 64 2014 "'B'" 67 2014 "'B'" 44 2014 "'S'" 54 2014 "'S'" 41 2014 "'S'" 68 2014 "'S'" 63 2014 "'S'" 57 2014 "'S'" 61 2014 "'S'" 39 2014 "'B'" 69 2014 "'B'" 64 2014 "'B'" 38 2014 "'S'" 59 2014 "'S'" 51 2014 "'B'" 59 2014 "'S'" 51 2014 "'S'" 65 2014 "'B'" 47 2014 "'S'" 50 2014 "'B'" 57 2014 "'S'" 21 2014 "'S'" 47 2014 "'B'" 51 2014 "'S'" 37 2014 "'B'" 67 2014 "'B'" 43 2014 "'S'" 58 2014 "'S'" 51 2014 "'S'" 40 2014 "'B'" 41 2014 "'B'" 58 2014 "'B'" 64 2014 "'S'" 64 2014 "'S'" 58 2014 "'B'" 50 2014 "'B'" 59 2014 "'B'" 55 2014 "'B'" 59 2014 "'B'" 58 2014 "'B'" 41 2014 "'S'" 56 2014 "'S'" 63 2014 "'B'" 77 2014 "'S'" 60 2014 "'B'" 58 2014 "'S'" 64 2014 "'S'" 47 2014 "'S'" 46 2014 "'B'" 62 2014 "'B'" 60 2014 "'S'" 50 2014 "'S'" 46 2014 "'S'" 44 2014 "'S'" 58 2014 "'B'" 56 2014 "'B'" 43 2014 "'B'" 54 2014 "'B'" 54 2014 "'B'" 56 2014 "'B'" 65 2014 "'B'" 66 2014 "'B'" 62 2014 "'S'" 58 2014 "'B'" 67 2014 "'S'" 25 2014 "'S'" 56 2014 "'B'" 53 2014 "'S'" 56 2014 "'S'" 59 2014 "'S'" 46 2014 "'B'" 49 2014 "'B'" 56 2014 "'B'" 76 2014 "'B'" 33 2014 "'S'" 49 2014 "'S'" 53 2014 "'S'" 58 2014 "'B'" 72 2014 "'B'" 51 2014 "'B'" 42 2014 "'B'" 69 2014 "'B'" 51 2014 "'S'" 54 2014 "'S'" 52 2014 "'S'" 59 2014 "'B'" 51 2014 "'B'" 67 2014 "'B'" 64 2014 "'B'" 58 2014 "'S'" 53
Names of X columns:
Jaar Type AMS.I
Response : Variable 1
Factor : Variable 2
Factor : Variable 3
Include Intercept Term ?
TRUE
TRUE
FALSE
Chart options
Title:
Label y-axis:
Label x-axis:
R Code
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]) (V2<-dimnames(y)[[1]][cat2]) (V3 <-dimnames(y)[[1]][cat3]) 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) ) (aov.xdf<-aov(lmxdf) ) (anova.xdf<-anova(lmxdf) ) load(file='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$coefficients[i], digits=3),,FALSE) } a<-table.row.end(a) a<-table.end(a) table.save(a,file='mytable.tab') a<-table.start() a<-table.row.start(a) a<-table.element(a,'ANOVA Statistics', 5+1,TRUE) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a, ' ',,TRUE) a<-table.element(a, 'Df',,FALSE) a<-table.element(a, 'Sum Sq',,FALSE) a<-table.element(a, 'Mean Sq',,FALSE) a<-table.element(a, 'F value',,FALSE) a<-table.element(a, 'Pr(>F)',,FALSE) a<-table.row.end(a) for(i in 1 : length(rownames(anova.xdf))-1){ a<-table.row.start(a) a<-table.element(a,rownames(anova.xdf)[i] ,,TRUE) a<-table.element(a, anova.xdf$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$'Mean Sq'[i+1], digits=3),,FALSE) a<-table.element(a, ' ',,FALSE) a<-table.element(a, ' ',,FALSE) a<-table.row.end(a) a<-table.end(a) table.save(a,file='mytable1.tab') bitmap(file='anovaplot.png') boxplot(Response ~ Treatment_A + Treatment_B, data=xdf, xlab=V2, ylab=V1, main='Boxplots of ANOVA Groups') dev.off() bitmap(file='designplot.png') xdf2 <- xdf # to preserve xdf make copy for function names(xdf2) <- c(V1, V2, V3) plot.design(xdf2, main='Design Plot of Group Means') dev.off() bitmap(file='interactionplot.png') interaction.plot(xdf$Treatment_A, xdf$Treatment_B, xdf$Response, xlab=V2, ylab=V1, trace.label=V3, main='Possible Interactions Between Anova Groups') dev.off() if(intercept==TRUE){ thsd<-TukeyHSD(aov.xdf) names(thsd) <- c(V2, V3, paste(V2, ':', V3, sep='')) bitmap(file='TukeyHSDPlot.png') 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='hsdtable.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='mytable2.tab') } library(car) lt.lmxdf<-levene.test(lmxdf) 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='mytable3.tab')
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