R version 2.11.1 (2010-05-31) Copyright (C) 2010 The R Foundation for Statistical Computing ISBN 3-900051-07-0 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. > x <- array(list('g' + ,'Many' + ,'Often' + ,'Both' + ,'Outside' + ,'Same' + ,'Boys' + ,'Usually' + ,'Usually' + ,'Yes' + ,'Yes' + ,'Rarely' + ,'g' + ,'Few' + ,'Not_bul' + ,'Physical' + ,'Outside' + ,'Same' + ,'Boys' + ,'Usually' + ,'Rarely' + ,'Yes' + ,'No' + ,'Dont_bul' + ,'g' + ,'Many' + ,'Rarely' + ,'Mental' + ,'Outside' + ,'Same' + ,'Girls' + ,'Dont_know' + ,'Dont_know' + ,'Yes' + ,'No' + ,'Dont_bul' + ,'g' + ,'Many' + ,'Rarely' + ,'Mental' + ,'Not_bul' + ,'Differnt' + ,'Boys' + ,'Dont_know' + ,'Rarely' + ,'No' + ,'Yes' + ,'Dont_bul' + ,'b' + ,'Many' + ,'Not_bul' + ,'Physical' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Dont_know' + ,'Dont_know' + ,'Not_bul' + ,'Not_bul' + ,'Dont_bul' + ,'b' + ,'Many' + ,'Not_bul' + ,'Physical' + ,'Outside' + ,'Differnt' + ,'Boys' + ,'Dont_know' + ,'Dont_know' + ,'No' + ,'No' + ,'Dont_bul' + ,'b' + ,'One' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Same' + ,'Not_bul' + ,'Dont_know' + ,'Dont_know' + ,'Not_bul' + ,'Not_bul' + 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,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Usually' + ,'Dont_know' + ,'Not_bul' + ,'Not_bul' + ,'Dont_bul' + ,'g' + ,'Many' + ,'Not_bul' + ,'Mental' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Sometimes' + ,'Sometimes' + ,'Not_bul' + ,'Not_bul' + ,'Dont_bul' + ,'b' + ,'Few' + ,'Rarely' + ,'Physical' + ,'Not_bul' + ,'Differnt' + ,'Boys' + ,'Usually' + ,'Sometimes' + ,'No' + ,'No' + ,'Dont_bul' + ,'g' + ,'Many' + ,'Not_bul' + ,'Mental' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Dont_know' + ,'Rarely' + ,'Not_bul' + ,'Not_bul' + ,'Dont_bul' + ,'g' + ,'Many' + ,'Often' + ,'Both' + ,'Both' + ,'Same' + ,'Both' + ,'Dont_know' + ,'Sometimes' + ,'No' + ,'Yes' + ,'Often' + ,'b' + ,'Many' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Usually' + ,'Usually' + ,'Not_bul' + ,'Not_bul' + ,'Dont_bul' + ,'g' + ,'Many' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Usually' + ,'Dont_know' + ,'Not_bul' + ,'Not_bul' + ,'Dont_bul' + ,'b' + ,'Many' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Not_bul' + ,'Dont_know' + ,'Usually' + ,'Not_bul' + ,'Not_bul' + ,'Dont_bul') + ,dim=c(12 + ,193) + ,dimnames=list(c('gender' + ,'friends' + ,'how_often_bullied' + ,'type_of_bullying' + ,'where_bullied' + ,'which_year' + ,'gender_of_bully' + ,'teachers_stop' + ,'children_stop' + ,'told_teacher' + ,'told_home' + ,'how_often_bully') + ,1:193)) > y <- array(NA,dim=c(12,193),dimnames=list(c('gender','friends','how_often_bullied','type_of_bullying','where_bullied','which_year','gender_of_bully','teachers_stop','children_stop','told_teacher','told_home','how_often_bully'),1:193)) > for (i in 1:dim(x)[1]) + { + for (j in 1:dim(x)[2]) + { + y[i,j] <- as.numeric(x[i,j]) + } + } There were 50 or more warnings (use warnings() to see the first 50) > par3 = 'Pearson Chi-Square' > par2 = '7' > par1 = '1' > #'GNU S' R Code compiled by R2WASP v. 1.0.44 () > #Author: Dr. Ian E. Holliday > #To cite this work: Ian E. Holliday, 2009, STARS Bullying Study (v1.0.1) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/Ian.Holliday/rwasp_STARS_Bullying_Study_alt.wasp#output/ > #Source of accompanying publication: > #Technical description: > cat1 <- as.numeric(par1) # > cat2<- as.numeric(par2) # > simulate.p.value=FALSE > if (par3 == 'Exact Pearson Chi Square by simulation') simulate.p.value=TRUE > x <- t(x) > (z <- array(unlist(x),dim=c(length(x[,1]),length(x[1,])))) [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] "g" "Many" "Often" "Both" "Outside" "Same" "Boys" [2,] "g" "Few" "Not_bul" "Physical" "Outside" "Same" "Boys" [3,] "g" "Many" "Rarely" "Mental" "Outside" "Same" "Girls" [4,] "g" "Many" "Rarely" "Mental" "Not_bul" "Differnt" "Boys" [5,] "b" "Many" "Not_bul" "Physical" "Not_bul" "Not_bul" "Not_bul" [6,] "b" "Many" "Not_bul" "Physical" "Outside" "Differnt" "Boys" [7,] "b" "One" "Not_bul" "Not_bul" "Not_bul" "Same" "Not_bul" [8,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [9,] "g" "Few" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [10,] "b" "One" "Rarely" "Mental" "Inside" "Same" "Boys" [11,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [12,] "b" "Few" "Often" "Mental" "Outside" "Both" "Boys" [13,] "g" "Many" "Often" "Mental" "Outside" "Same" "Both" [14,] "b" "One" "Often" "Both" "Outside" "Differnt" "Boys" [15,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [16,] "g" "Many" "Not_bul" "Mental" "Not_bul" "Not_bul" "Not_bul" [17,] "b" "Many" "Rarely" "Mental" "Not_bul" "Differnt" "Boys" [18,] "b" "Many" "Rarely" "Both" "Both" "Both" "Boys" [19,] "b" "Many" "Not_bul" "Mental" "Outside" "Differnt" "Boys" [20,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [21,] "b" "Few" "Rarely" "Not_bul" "Outside" "Differnt" "Boys" [22,] "b" "Few" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [23,] "g" "Few" "Not_bul" "Not_bul" "Inside" "Same" "Boys" [24,] "g" "Few" "Often" "Mental" "Outside" "Differnt" "Girls" [25,] "b" "Many" "Often" "Both" "Outside" "Differnt" "Boys" [26,] "b" "Few" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [27,] "b" "Many" "Not_bul" "Mental" "Not_bul" "Not_bul" "Boys" [28,] "b" "Few" "Rarely" "Both" "Outside" "Differnt" "Boys" [29,] "b" "Many" "Often" "Both" "Outside" "Same" "Boys" [30,] "g" "Few" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [31,] "b" "Many" "Often" "Both" "Both" "Same" "Both" [32,] "g" "One" "Often" "Mental" "Outside" "Differnt" "Both" [33,] "b" "Many" "Often" "Both" "Both" "Differnt" "Both" [34,] "g" "Many" "Rarely" "Physical" "Outside" "Differnt" "Boys" [35,] "b" "Few" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [36,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [37,] "b" "Many" "Often" "Mental" "Inside" "Differnt" "Boys" [38,] "g" "Many" "Often" "Mental" "Inside" "Differnt" "Both" [39,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [40,] "g" "Few" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [41,] "g" "None" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [42,] "b" "Many" "Rarely" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [43,] "g" "Few" "Rarely" "Both" "Not_bul" "Same" "Girls" [44,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [45,] "b" "Few" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [46,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [47,] "b" "Few" "Rarely" "Physical" "Outside" "Differnt" "Boys" [48,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [49,] "g" "Few" "Often" "Mental" "Outside" "Differnt" "Girls" [50,] "g" "Many" "Often" "Both" "Outside" "Differnt" "Both" [51,] "b" "Few" "Rarely" "Physical" "Outside" "Differnt" "Boys" [52,] "g" "Few" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [53,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [54,] "g" "Many" "Rarely" "Mental" "Both" "Both" "Boys" [55,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [56,] "b" "Few" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [57,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [58,] "g" "Many" "Rarely" "Mental" "Outside" "Same" "Girls" [59,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [60,] "g" "Many" "Often" "Not_bul" "Outside" "Same" "Boys" [61,] "g" "Many" "Often" "Mental" "Both" "Both" "Girls" [62,] "g" "Many" "Rarely" "Mental" "Outside" "Same" "Girls" [63,] "b" "Many" "Often" "Both" "Both" "Differnt" "Boys" [64,] "b" "Many" "Rarely" "Both" "Outside" "Differnt" "Boys" [65,] "g" "None" "Rarely" "Not_bul" "Outside" "Not_bul" "Girls" [66,] "b" "One" "Rarely" "Mental" "Outside" "Same" "Boys" [67,] "g" "Few" "Rarely" "Mental" "Outside" "Same" "Girls" [68,] "b" "Few" "Often" "Mental" "Outside" "Same" "Boys" [69,] "b" "Many" "Not_bul" "Mental" "Not_bul" "Not_bul" "Not_bul" [70,] "b" "Many" "Often" "Physical" "Inside" "Same" "Boys" [71,] "g" "Few" "Rarely" "Mental" "Outside" "Same" "Girls" [72,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [73,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [74,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [75,] "g" "Few" "Rarely" "Both" "Both" "Both" "Both" [76,] "g" "Many" "Rarely" "Mental" "Both" "Both" "Both" [77,] "g" "Many" "Not_bul" "Mental" "Not_bul" "Not_bul" "Not_bul" [78,] "b" "Many" "Rarely" "Mental" "Outside" "Same" "Boys" [79,] "b" "Many" "Rarely" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [80,] "b" "Many" "Rarely" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [81,] "b" "Many" "Often" "Mental" "Outside" "Same" "Boys" [82,] "g" "One" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [83,] "g" "Many" "Rarely" "Mental" "Outside" "Same" "Both" [84,] "g" "Few" "Not_bul" "Mental" "Both" "Same" "Both" [85,] "g" "Few" "Often" "Physical" "Outside" "Differnt" "Both" [86,] "b" "Few" "Often" "Not_bul" "Outside" "Same" "Boys" [87,] "b" "Few" "Often" "Physical" "Not_bul" "Differnt" "Boys" [88,] "g" "Many" "Not_bul" "Mental" "Inside" "Same" "Not_bul" [89,] "b" "Many" "Often" "Mental" "Inside" "Differnt" "Boys" [90,] "b" "Many" "Rarely" "Mental" "Both" "Both" "Boys" [91,] "g" "Few" "Often" "Mental" "Both" "Same" "Girls" [92,] "g" "Many" "Often" "Mental" "Both" "Same" "Girls" [93,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [94,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [95,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [96,] "g" "Many" "Not_bul" "Mental" "Not_bul" "Not_bul" "Not_bul" [97,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [98,] "g" "Few" "Often" "Mental" "Outside" "Not_bul" "Both" [99,] "g" "One" "Often" "Both" "Both" "Both" "Girls" [100,] "g" "Many" "Often" "Mental" "Outside" "Same" "Girls" [101,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [102,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [103,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [104,] "g" "Many" "Rarely" "Mental" "Both" "Same" "Girls" [105,] "g" "Many" "Often" "Mental" "Both" "Both" "Boys" [106,] "b" "Few" "Rarely" "Mental" "Both" "Both" "Boys" [107,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [108,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [109,] "b" "Many" "Often" "Physical" "Both" "Differnt" "Boys" [110,] "g" "Many" "Often" "Both" "Inside" "Same" "Girls" [111,] "g" "Many" "Rarely" "Physical" "Outside" "Same" "Boys" [112,] "b" "Many" "Often" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [113,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [114,] "b" "Few" "Often" "Both" "Outside" "Both" "Boys" [115,] "b" "Many" "Often" "Not_bul" "Outside" "Both" "Boys" [116,] "b" "Few" "Rarely" "Physical" "Outside" "Same" "Boys" [117,] "b" "Many" "Not_bul" "Both" "Outside" "Differnt" "Boys" [118,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [119,] "g" "Many" "Often" "Both" "Both" "Both" "Boys" [120,] "b" "Many" "Rarely" "Both" "Outside" "Both" "Boys" [121,] "b" "Many" "Often" "Physical" "Outside" "Same" "Boys" [122,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [123,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [124,] "g" "Few" "Rarely" "Mental" "Inside" "Same" "Girls" [125,] "g" "One" "Often" "Mental" "Both" "Same" "Girls" [126,] "g" "Few" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [127,] "b" "Many" "Rarely" "Mental" "Outside" "Differnt" "Boys" [128,] "g" "Few" "Rarely" "Mental" "Outside" "Same" "Boys" [129,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [130,] "b" "Many" "Rarely" "Mental" "Both" "Both" "Boys" [131,] "g" "Many" "Rarely" "Physical" "Outside" "Differnt" "Boys" [132,] "g" "Many" "Rarely" "Both" "Outside" "Both" "Boys" [133,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [134,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [135,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [136,] "g" "Many" "Often" "Mental" "Outside" "Same" "Girls" [137,] "b" "Many" "Rarely" "Physical" "Outside" "Same" "Boys" [138,] "b" "Many" "Rarely" "Mental" "Outside" "Differnt" "Boys" [139,] "g" "Few" "Often" "Mental" "Outside" "Both" "Both" [140,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [141,] "b" "Many" "Not_bul" "Both" "Outside" "Not_bul" "Not_bul" [142,] "g" "Few" "Often" "Mental" "Outside" "Differnt" "Boys" [143,] "b" "Many" "Rarely" "Mental" "Outside" "Both" "Boys" [144,] "g" "Few" "Rarely" "Mental" "Both" "Same" "Boys" [145,] "g" "Few" "Often" "Mental" "Outside" "Same" "Girls" [146,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [147,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [148,] "g" "One" "Rarely" "Mental" "Outside" "Same" "Girls" [149,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [150,] "b" "Many" "Often" "Both" "Outside" "Same" "Boys" [151,] "g" "Few" "Often" "Both" "Outside" "Same" "Boys" [152,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [153,] "g" "Few" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [154,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [155,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [156,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [157,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [158,] "b" "Many" "Rarely" "Both" "Outside" "Same" "Boys" [159,] "b" "Many" "Often" "Mental" "Outside" "Both" "Boys" [160,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [161,] "b" "Many" "Rarely" "Mental" "Outside" "Same" "Boys" [162,] "g" "None" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [163,] "b" "Many" "Often" "Mental" "Outside" "Same" "Boys" [164,] "b" "Many" "Rarely" "Physical" "Outside" "Same" "Boys" [165,] "b" "Few" "Rarely" "Mental" "Outside" "Same" "Boys" [166,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [167,] "b" "Many" "Often" "Mental" "Outside" "Differnt" "Boys" [168,] "g" "Many" "Often" "Both" "Both" "Both" "Boys" [169,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [170,] "g" "One" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [171,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [172,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [173,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [174,] "g" "Many" "Often" "Mental" "Not_bul" "Not_bul" "Both" [175,] "b" "Many" "Rarely" "Physical" "Outside" "Same" "Boys" [176,] "b" "Many" "Often" "Mental" "Inside" "Not_bul" "Both" [177,] "g" "Many" "Rarely" "Mental" "Inside" "Same" "Boys" [178,] "g" "Few" "Often" "Not_bul" "Outside" "Same" "Both" [179,] "b" "Many" "Rarely" "Physical" "Outside" "Differnt" "Boys" [180,] "g" "Many" "Rarely" "Both" "Both" "Both" "Both" [181,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [182,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [183,] "g" "Many" "Rarely" "Mental" "Outside" "Differnt" "Boys" [184,] "b" "Few" "Rarely" "Mental" "Outside" "Differnt" "Boys" [185,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [186,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [187,] "g" "Many" "Not_bul" "Mental" "Not_bul" "Not_bul" "Not_bul" [188,] "b" "Few" "Rarely" "Physical" "Not_bul" "Differnt" "Boys" [189,] "g" "Many" "Not_bul" "Mental" "Not_bul" "Not_bul" "Not_bul" [190,] "g" "Many" "Often" "Both" "Both" "Same" "Both" [191,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [192,] "g" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [193,] "b" "Many" "Not_bul" "Not_bul" "Not_bul" "Not_bul" "Not_bul" [,8] [,9] [,10] [,11] [,12] [1,] "Usually" "Usually" "Yes" "Yes" "Rarely" [2,] "Usually" "Rarely" "Yes" "No" "Dont_bul" [3,] "Dont_know" "Dont_know" "Yes" "No" "Dont_bul" [4,] "Dont_know" "Rarely" "No" "Yes" "Dont_bul" [5,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [6,] "Dont_know" "Dont_know" "No" "No" "Dont_bul" [7,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [8,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [9,] "Rarely" "Rarely" "Not_bul" "Not_bul" "Dont_bul" [10,] "Dont_know" "Rarely" "No" "No" "Dont_bul" [11,] "Dont_know" "Rarely" "Not_bul" "Not_bul" "Dont_bul" [12,] "Rarely" "Sometimes" "No" "No" "Dont_bul" [13,] "Usually" "Sometimes" "No" "Yes" "Dont_bul" [14,] "Rarely" "Sometimes" "No" "No" "Dont_bul" [15,] "Dont_know" "Rarely" "Not_bul" "Not_bul" "Dont_bul" [16,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [17,] "Sometimes" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [18,] "Rarely" "Usually" "Yes" "Yes" "Rarely" [19,] "Dont_know" "Usually" "No" "No" "Dont_bul" [20,] "Sometimes" "Sometimes" "Yes" "Yes" "Dont_bul" [21,] "Dont_know" "Dont_know" "No" "No" "Dont_bul" [22,] "Usually" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [23,] "Rarely" "Dont_know" "No" "Yes" "Dont_bul" [24,] "Dont_know" "Dont_know" "No" "No" "Dont_bul" [25,] "Usually" "Rarely" "No" "Yes" "Rarely" [26,] "Dont_know" "Rarely" "Not_bul" "Not_bul" "Dont_bul" [27,] "Dont_know" "Usually" "Yes" "No" "Dont_bul" [28,] "Dont_know" "Dont_know" "Yes" "Yes" "Dont_bul" [29,] "Dont_know" "Sometimes" "No" "No" "Dont_bul" [30,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [31,] "Usually" "Usually" "Yes" "Yes" "Often" [32,] "Sometimes" "Usually" "No" "Yes" "Dont_bul" [33,] "Usually" "Rarely" "Yes" "Yes" "Dont_bul" [34,] "Dont_know" "Dont_know" "No" "No" "Dont_bul" [35,] "Dont_know" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [36,] "Dont_know" "Rarely" "Not_bul" "Not_bul" "Dont_bul" [37,] "Sometimes" "Sometimes" "No" "Yes" "Dont_bul" [38,] "Dont_know" "Usually" "Yes" "Yes" "Often" [39,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [40,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [41,] "Dont_know" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [42,] "Dont_know" "Rarely" "Not_bul" "Not_bul" "Dont_bul" [43,] "Rarely" "Rarely" "No" "Yes" "Rarely" [44,] "Dont_know" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [45,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [46,] "Dont_know" "Rarely" "Not_bul" "Not_bul" "Rarely" [47,] "Rarely" "Sometimes" "Yes" "No" "Rarely" [48,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [49,] "Usually" "Rarely" "No" "Yes" "Dont_bul" [50,] "Dont_know" "Sometimes" "Yes" "Yes" "Rarely" [51,] "Usually" "Dont_know" "No" "No" "Dont_bul" [52,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [53,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [54,] "Sometimes" "Sometimes" "No" "No" "Rarely" [55,] "Sometimes" "Rarely" "Not_bul" "Not_bul" "Rarely" [56,] "Dont_know" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [57,] "Usually" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [58,] "Sometimes" "Usually" "No" "Yes" "Dont_bul" [59,] "Usually" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [60,] "Usually" "Sometimes" "Yes" "Yes" "Dont_bul" [61,] "Usually" "Usually" "No" "Yes" "Often" [62,] "Dont_know" "Rarely" "Yes" "Yes" "Often" [63,] "Sometimes" "Sometimes" "No" "Yes" "Dont_bul" [64,] "Sometimes" "Dont_know" "No" "Yes" "Rarely" [65,] "Dont_know" "Dont_know" "Yes" "No" "Dont_bul" [66,] "Dont_know" "Dont_know" "Yes" "No" "Rarely" [67,] "Dont_know" "Rarely" "Yes" "Yes" "Often" [68,] "Usually" "Dont_know" "No" "Yes" "Rarely" [69,] "Rarely" "Rarely" "Not_bul" "Not_bul" "Dont_bul" [70,] "Rarely" "Sometimes" "No" "Yes" "Often" [71,] "Rarely" "Rarely" "No" "Yes" "Dont_bul" [72,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [73,] "Usually" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [74,] "Usually" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [75,] "Usually" "Usually" "Yes" "Yes" "Rarely" [76,] "Sometimes" "Sometimes" "No" "Yes" "Rarely" [77,] "Dont_know" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [78,] "Sometimes" "Sometimes" "No" "No" "Rarely" [79,] "Rarely" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [80,] "Sometimes" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [81,] "Usually" "Sometimes" "No" "No" "Dont_bul" [82,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [83,] "Dont_know" "Sometimes" "No" "No" "Rarely" [84,] "Sometimes" "Sometimes" "No" "No" "Dont_bul" [85,] "Dont_know" "Dont_know" "Yes" "Yes" "Dont_bul" [86,] "Usually" "Dont_know" "No" "No" "Rarely" [87,] "Rarely" "Rarely" "Yes" "No" "Rarely" [88,] "Sometimes" "Sometimes" "Yes" "No" "Dont_bul" [89,] "Dont_know" "Sometimes" "No" "Yes" "Rarely" [90,] "Dont_know" "Dont_know" "Yes" "Yes" "Rarely" [91,] "Rarely" "Dont_know" "No" "Yes" "Rarely" [92,] "Sometimes" "Dont_know" "Yes" "Yes" "Dont_bul" [93,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [94,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [95,] "Usually" "Rarely" "Not_bul" "Not_bul" "Dont_bul" [96,] "Dont_know" "Rarely" "Not_bul" "Not_bul" "Dont_bul" [97,] "Dont_know" "Rarely" "Not_bul" "Not_bul" "Dont_bul" [98,] "Usually" "Rarely" "No" "Yes" "Dont_bul" [99,] "Sometimes" "Sometimes" "Yes" "Yes" "Dont_bul" [100,] "Dont_know" "Sometimes" "No" "Yes" "Rarely" [101,] "Usually" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [102,] "Sometimes" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [103,] "Usually" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [104,] "Sometimes" "Sometimes" "Yes" "Yes" "Dont_bul" [105,] "Dont_know" "Dont_know" "Yes" "No" "Dont_bul" [106,] "Sometimes" "Sometimes" "No" "No" "Dont_bul" [107,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [108,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [109,] "Sometimes" "Sometimes" "Not_bul" "No" "Dont_bul" [110,] "Dont_know" "Sometimes" "Yes" "Yes" "Often" [111,] "Sometimes" "Sometimes" "No" "No" "Dont_bul" [112,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Rarely" [113,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [114,] "Sometimes" "Rarely" "Yes" "No" "Dont_bul" [115,] "Sometimes" "Sometimes" "No" "No" "Often" [116,] "Rarely" "Rarely" "No" "No" "Dont_bul" [117,] "Sometimes" "Rarely" "No" "No" "Dont_bul" [118,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [119,] "Dont_know" "Sometimes" "No" "Yes" "Dont_bul" [120,] "Dont_know" "Sometimes" "No" "Yes" "Rarely" [121,] "Rarely" "Rarely" "No" "Yes" "Rarely" [122,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [123,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [124,] "Dont_know" "Sometimes" "No" "No" "Rarely" [125,] "Dont_know" "Rarely" "No" "Yes" "Rarely" [126,] "Sometimes" "Sometimes" "Not_bul" "Not_bul" "Rarely" [127,] "Dont_know" "Sometimes" "No" "No" "Dont_bul" [128,] "Rarely" "Rarely" "No" "Yes" "Rarely" [129,] "Dont_know" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [130,] "Rarely" "Sometimes" "Yes" "No" "Often" [131,] "Sometimes" "Dont_know" "Yes" "Yes" "Dont_bul" [132,] "Sometimes" "Dont_know" "No" "Yes" "Dont_bul" [133,] "Sometimes" "Sometimes" "Not_bul" "Not_bul" "Rarely" [134,] "Rarely" "Usually" "Not_bul" "Not_bul" "Dont_bul" [135,] "Sometimes" "Sometimes" "Not_bul" "Not_bul" "Often" [136,] "Rarely" "Sometimes" "No" "No" "Rarely" [137,] "Sometimes" "Dont_know" "Yes" "Yes" "Dont_bul" [138,] "Dont_know" "Rarely" "No" "No" "Rarely" [139,] "Usually" "Dont_know" "Yes" "No" "Dont_bul" [140,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [141,] "Dont_know" "Sometimes" "Not_bul" "Not_bul" "Rarely" [142,] "Dont_know" "Dont_know" "No" "No" "Dont_bul" [143,] "Dont_know" "Usually" "No" "No" "Dont_bul" [144,] "Dont_know" "Sometimes" "No" "No" "Dont_bul" [145,] "Dont_know" "Sometimes" "No" "Yes" "Dont_bul" [146,] "Usually" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [147,] "Usually" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [148,] "Dont_know" "Rarely" "No" "No" "Dont_bul" [149,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [150,] "Usually" "Sometimes" "No" "Yes" "Dont_bul" [151,] "Sometimes" "Sometimes" "No" "Yes" "Rarely" [152,] "Dont_know" "Usually" "Not_bul" "Not_bul" "Dont_bul" [153,] "Sometimes" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [154,] "Sometimes" "Rarely" "Not_bul" "Not_bul" "Dont_bul" [155,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [156,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [157,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [158,] "Dont_know" "Sometimes" "No" "No" "Dont_bul" [159,] "Sometimes" "Sometimes" "No" "No" "Rarely" [160,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [161,] "Dont_know" "Sometimes" "No" "No" "Rarely" [162,] "Dont_know" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [163,] "Dont_know" "Sometimes" "No" "No" "Rarely" [164,] "Rarely" "Sometimes" "No" "No" "Dont_bul" [165,] "Usually" "Rarely" "Yes" "No" "Dont_bul" [166,] "Dont_know" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [167,] "Sometimes" "Rarely" "No" "No" "Rarely" [168,] "Sometimes" "Dont_know" "No" "No" "Rarely" [169,] "Dont_know" "Sometimes" "Not_bul" "Not_bul" "Often" [170,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [171,] "Sometimes" "Usually" "Not_bul" "Not_bul" "Dont_bul" [172,] "Usually" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [173,] "Usually" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [174,] "Sometimes" "Sometimes" "Yes" "Yes" "Dont_bul" [175,] "Dont_know" "Sometimes" "Yes" "Yes" "Dont_bul" [176,] "Sometimes" "Sometimes" "No" "Yes" "Often" [177,] "Dont_know" "Sometimes" "No" "No" "Dont_bul" [178,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [179,] "Sometimes" "Sometimes" "Yes" "Yes" "Rarely" [180,] "Sometimes" "Sometimes" "No" "No" "Dont_bul" [181,] "Dont_know" "Rarely" "Not_bul" "Not_bul" "Dont_bul" [182,] "Sometimes" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [183,] "Rarely" "Sometimes" "No" "No" "Dont_bul" [184,] "Dont_know" "Dont_know" "No" "Yes" "Dont_bul" [185,] "Dont_know" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [186,] "Usually" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [187,] "Sometimes" "Sometimes" "Not_bul" "Not_bul" "Dont_bul" [188,] "Usually" "Sometimes" "No" "No" "Dont_bul" [189,] "Dont_know" "Rarely" "Not_bul" "Not_bul" "Dont_bul" [190,] "Dont_know" "Sometimes" "No" "Yes" "Often" [191,] "Usually" "Usually" "Not_bul" "Not_bul" "Dont_bul" [192,] "Usually" "Dont_know" "Not_bul" "Not_bul" "Dont_bul" [193,] "Dont_know" "Usually" "Not_bul" "Not_bul" "Dont_bul" > (table1 <- table(z[,cat1],z[,cat2])) Both Boys Girls Not_bul b 3 51 0 34 g 15 19 21 50 > (V1<-dimnames(y)[[1]][cat1]) [1] "gender" > (V2<-dimnames(y)[[1]][cat2]) [1] "gender_of_bully" > > #Note: the /var/www/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/www/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Tabulation of Results',ncol(table1)+1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,paste(V1,' x ', V2),ncol(table1)+1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, ' ', 1,TRUE) > for(nc in 1:ncol(table1)){ + a<-table.element(a, colnames(table1)[nc], 1, TRUE) + } > a<-table.row.end(a) > for(nr in 1:nrow(table1) ){ + a<-table.element(a, rownames(table1)[nr], 1, TRUE) + for(nc in 1:ncol(table1) ){ + a<-table.element(a, table1[nr, nc], 1, FALSE) + } + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/15emk1283341270.tab") > (cst<-chisq.test(table1, simulate.p.value=simulate.p.value) ) Pearson's Chi-squared test data: table1 X-squared = 45.532, df = 3, p-value = 7.132e-10 > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Tabulation of Expected Results',ncol(table1)+1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,paste(V1,' x ', V2),ncol(table1)+1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, ' ', 1,TRUE) > for(nc in 1:ncol(table1)){ + a<-table.element(a, colnames(table1)[nc], 1, TRUE) + } > a<-table.row.end(a) > for(nr in 1:nrow(table1) ){ + a<-table.element(a, rownames(table1)[nr], 1, TRUE) + for(nc in 1:ncol(table1) ){ + a<-table.element(a, round(cst$expected[nr, nc], digits=2), 1, FALSE) + } + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/2gnmn1283341270.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Statistical Results',2,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, cst$method, 2,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Chi Square Statistic', 1, TRUE) > a<-table.element(a, round(cst$statistic, digits=2), 1,FALSE) > a<-table.row.end(a) > if(!simulate.p.value){ + a<-table.row.start(a) + a<-table.element(a, 'Degrees of Freedom', 1, TRUE) + a<-table.element(a, cst$parameter, 1,FALSE) + a<-table.row.end(a) + } > a<-table.row.start(a) > a<-table.element(a, 'P value', 1, TRUE) > a<-table.element(a, round(cst$p.value, digits=2), 1,FALSE) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/3j6kb1283341270.tab") > > > proc.time() user system elapsed 2.810 0.260 3.048