# ::Free Statistics and Forecasting Software::

v1.1.23-r7
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### :: Chi-Square Test - Free Statistics Software (Calculator) ::

All rights reserved. The non-commercial (academic) use of this software is free of charge. The only thing that is asked in return is to cite this software when results are used in publications.

This free online software (calculator) computes the Pearson Chi-Square Test and the Exact Pearson Chi-Square Test by Simulation.

The default data vectors were abstracted from the study dataset provided on the STARS website.

This R module is used in Workshop 7 of the PY2224 statistics course at Aston University, UK.

Enter (or paste) a matrix (table) containing all data (time) series. Every column represents a different variable and must be delimited by a space or Tab. Every row represents a period in time (or category) and must be delimited by hard returns. The easiest way to enter data is to copy and paste a block of spreadsheet cells. Please, do not use commas or spaces to seperate groups of digits!

 Send output to: Browser Blue - Charts White Browser Black/White CSV MS Excel MS Word Data X (click to load default data) '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' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Few' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Rarely' 'Rarely' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'One' 'Rarely' 'Mental' 'Inside' 'Same' 'Boys' 'Dont_know' 'Rarely' 'No' 'No' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Rarely' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Few' 'Often' 'Mental' 'Outside' 'Both' 'Boys' 'Rarely' 'Sometimes' 'No' 'No' 'Dont_bul' 'g' 'Many' 'Often' 'Mental' 'Outside' 'Same' 'Both' 'Usually' 'Sometimes' 'No' 'Yes' 'Dont_bul' 'b' 'One' 'Often' 'Both' 'Outside' 'Differnt' 'Boys' 'Rarely' 'Sometimes' 'No' 'No' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Rarely' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Mental' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Rarely' 'Mental' 'Not_bul' 'Differnt' 'Boys' 'Sometimes' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Rarely' 'Both' 'Both' 'Both' 'Boys' 'Rarely' 'Usually' 'Yes' 'Yes' 'Rarely' 'b' 'Many' 'Not_bul' 'Mental' 'Outside' 'Differnt' 'Boys' 'Dont_know' 'Usually' 'No' 'No' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Sometimes' 'Sometimes' 'Yes' 'Yes' 'Dont_bul' 'b' 'Few' 'Rarely' 'Not_bul' 'Outside' 'Differnt' 'Boys' 'Dont_know' 'Dont_know' 'No' 'No' 'Dont_bul' 'b' 'Few' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Usually' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Few' 'Not_bul' 'Not_bul' 'Inside' 'Same' 'Boys' 'Rarely' 'Dont_know' 'No' 'Yes' 'Dont_bul' 'g' 'Few' 'Often' 'Mental' 'Outside' 'Differnt' 'Girls' 'Dont_know' 'Dont_know' 'No' 'No' 'Dont_bul' 'b' 'Many' 'Often' 'Both' 'Outside' 'Differnt' 'Boys' 'Usually' 'Rarely' 'No' 'Yes' 'Rarely' 'b' 'Few' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Rarely' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Mental' 'Not_bul' 'Not_bul' 'Boys' 'Dont_know' 'Usually' 'Yes' 'No' 'Dont_bul' 'b' 'Few' 'Rarely' 'Both' 'Outside' 'Differnt' 'Boys' 'Dont_know' 'Dont_know' 'Yes' 'Yes' 'Dont_bul' 'b' 'Many' 'Often' 'Both' 'Outside' 'Same' 'Boys' 'Dont_know' 'Sometimes' 'No' 'No' 'Dont_bul' 'g' 'Few' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Often' 'Both' 'Both' 'Same' 'Both' 'Usually' 'Usually' 'Yes' 'Yes' 'Often' 'g' 'One' 'Often' 'Mental' 'Outside' 'Differnt' 'Both' 'Sometimes' 'Usually' 'No' 'Yes' 'Dont_bul' 'b' 'Many' 'Often' 'Both' 'Both' 'Differnt' 'Both' 'Usually' 'Rarely' 'Yes' 'Yes' 'Dont_bul' 'g' 'Many' 'Rarely' 'Physical' 'Outside' 'Differnt' 'Boys' 'Dont_know' 'Dont_know' 'No' 'No' 'Dont_bul' 'b' 'Few' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Rarely' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Often' 'Mental' 'Inside' 'Differnt' 'Boys' 'Sometimes' 'Sometimes' 'No' 'Yes' 'Dont_bul' 'g' 'Many' 'Often' 'Mental' 'Inside' 'Differnt' 'Both' 'Dont_know' 'Usually' 'Yes' 'Yes' 'Often' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Few' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'None' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Rarely' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Rarely' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Few' 'Rarely' 'Both' 'Not_bul' 'Same' 'Girls' 'Rarely' 'Rarely' 'No' 'Yes' 'Rarely' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Few' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Rarely' 'Not_bul' 'Not_bul' 'Rarely' 'b' 'Few' 'Rarely' 'Physical' 'Outside' 'Differnt' 'Boys' 'Rarely' 'Sometimes' 'Yes' 'No' 'Rarely' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Few' 'Often' 'Mental' 'Outside' 'Differnt' 'Girls' 'Usually' 'Rarely' 'No' 'Yes' 'Dont_bul' 'g' 'Many' 'Often' 'Both' 'Outside' 'Differnt' 'Both' 'Dont_know' 'Sometimes' 'Yes' 'Yes' 'Rarely' 'b' 'Few' 'Rarely' 'Physical' 'Outside' 'Differnt' 'Boys' 'Usually' 'Dont_know' 'No' 'No' 'Dont_bul' 'g' 'Few' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Rarely' 'Mental' 'Both' 'Both' 'Boys' 'Sometimes' 'Sometimes' 'No' 'No' 'Rarely' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Sometimes' 'Rarely' 'Not_bul' 'Not_bul' 'Rarely' 'b' 'Few' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Usually' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Rarely' 'Mental' 'Outside' 'Same' 'Girls' 'Sometimes' 'Usually' 'No' 'Yes' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Usually' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Often' 'Not_bul' 'Outside' 'Same' 'Boys' 'Usually' 'Sometimes' 'Yes' 'Yes' 'Dont_bul' 'g' 'Many' 'Often' 'Mental' 'Both' 'Both' 'Girls' 'Usually' 'Usually' 'No' 'Yes' 'Often' 'g' 'Many' 'Rarely' 'Mental' 'Outside' 'Same' 'Girls' 'Dont_know' 'Rarely' 'Yes' 'Yes' 'Often' 'b' 'Many' 'Often' 'Both' 'Both' 'Differnt' 'Boys' 'Sometimes' 'Sometimes' 'No' 'Yes' 'Dont_bul' 'b' 'Many' 'Rarely' 'Both' 'Outside' 'Differnt' 'Boys' 'Sometimes' 'Dont_know' 'No' 'Yes' 'Rarely' 'g' 'None' 'Rarely' 'Not_bul' 'Outside' 'Not_bul' 'Girls' 'Dont_know' 'Dont_know' 'Yes' 'No' 'Dont_bul' 'b' 'One' 'Rarely' 'Mental' 'Outside' 'Same' 'Boys' 'Dont_know' 'Dont_know' 'Yes' 'No' 'Rarely' 'g' 'Few' 'Rarely' 'Mental' 'Outside' 'Same' 'Girls' 'Dont_know' 'Rarely' 'Yes' 'Yes' 'Often' 'b' 'Few' 'Often' 'Mental' 'Outside' 'Same' 'Boys' 'Usually' 'Dont_know' 'No' 'Yes' 'Rarely' 'b' 'Many' 'Not_bul' 'Mental' 'Not_bul' 'Not_bul' 'Not_bul' 'Rarely' 'Rarely' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Often' 'Physical' 'Inside' 'Same' 'Boys' 'Rarely' 'Sometimes' 'No' 'Yes' 'Often' 'g' 'Few' 'Rarely' 'Mental' 'Outside' 'Same' 'Girls' 'Rarely' 'Rarely' 'No' 'Yes' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Usually' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Usually' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Few' 'Rarely' 'Both' 'Both' 'Both' 'Both' 'Usually' 'Usually' 'Yes' 'Yes' 'Rarely' 'g' 'Many' 'Rarely' 'Mental' 'Both' 'Both' 'Both' 'Sometimes' 'Sometimes' 'No' 'Yes' 'Rarely' 'g' 'Many' 'Not_bul' 'Mental' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Rarely' 'Mental' 'Outside' 'Same' 'Boys' 'Sometimes' 'Sometimes' 'No' 'No' 'Rarely' 'b' 'Many' 'Rarely' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Rarely' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Rarely' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Sometimes' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Often' 'Mental' 'Outside' 'Same' 'Boys' 'Usually' 'Sometimes' 'No' 'No' 'Dont_bul' 'g' 'One' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Rarely' 'Mental' 'Outside' 'Same' 'Both' 'Dont_know' 'Sometimes' 'No' 'No' 'Rarely' 'g' 'Few' 'Not_bul' 'Mental' 'Both' 'Same' 'Both' 'Sometimes' 'Sometimes' 'No' 'No' 'Dont_bul' 'g' 'Few' 'Often' 'Physical' 'Outside' 'Differnt' 'Both' 'Dont_know' 'Dont_know' 'Yes' 'Yes' 'Dont_bul' 'b' 'Few' 'Often' 'Not_bul' 'Outside' 'Same' 'Boys' 'Usually' 'Dont_know' 'No' 'No' 'Rarely' 'b' 'Few' 'Often' 'Physical' 'Not_bul' 'Differnt' 'Boys' 'Rarely' 'Rarely' 'Yes' 'No' 'Rarely' 'g' 'Many' 'Not_bul' 'Mental' 'Inside' 'Same' 'Not_bul' 'Sometimes' 'Sometimes' 'Yes' 'No' 'Dont_bul' 'b' 'Many' 'Often' 'Mental' 'Inside' 'Differnt' 'Boys' 'Dont_know' 'Sometimes' 'No' 'Yes' 'Rarely' 'b' 'Many' 'Rarely' 'Mental' 'Both' 'Both' 'Boys' 'Dont_know' 'Dont_know' 'Yes' 'Yes' 'Rarely' 'g' 'Few' 'Often' 'Mental' 'Both' 'Same' 'Girls' 'Rarely' 'Dont_know' 'No' 'Yes' 'Rarely' 'g' 'Many' 'Often' 'Mental' 'Both' 'Same' 'Girls' 'Sometimes' 'Dont_know' 'Yes' 'Yes' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Usually' 'Rarely' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Mental' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Rarely' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Rarely' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Few' 'Often' 'Mental' 'Outside' 'Not_bul' 'Both' 'Usually' 'Rarely' 'No' 'Yes' 'Dont_bul' 'g' 'One' 'Often' 'Both' 'Both' 'Both' 'Girls' 'Sometimes' 'Sometimes' 'Yes' 'Yes' 'Dont_bul' 'g' 'Many' 'Often' 'Mental' 'Outside' 'Same' 'Girls' 'Dont_know' 'Sometimes' 'No' 'Yes' 'Rarely' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Usually' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Sometimes' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Usually' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Rarely' 'Mental' 'Both' 'Same' 'Girls' 'Sometimes' 'Sometimes' 'Yes' 'Yes' 'Dont_bul' 'g' 'Many' 'Often' 'Mental' 'Both' 'Both' 'Boys' 'Dont_know' 'Dont_know' 'Yes' 'No' 'Dont_bul' 'b' 'Few' 'Rarely' 'Mental' 'Both' 'Both' 'Boys' 'Sometimes' 'Sometimes' 'No' 'No' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Often' 'Physical' 'Both' 'Differnt' 'Boys' 'Sometimes' 'Sometimes' 'Not_bul' 'No' 'Dont_bul' 'g' 'Many' 'Often' 'Both' 'Inside' 'Same' 'Girls' 'Dont_know' 'Sometimes' 'Yes' 'Yes' 'Often' 'g' 'Many' 'Rarely' 'Physical' 'Outside' 'Same' 'Boys' 'Sometimes' 'Sometimes' 'No' 'No' 'Dont_bul' 'b' 'Many' 'Often' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Rarely' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Few' 'Often' 'Both' 'Outside' 'Both' 'Boys' 'Sometimes' 'Rarely' 'Yes' 'No' 'Dont_bul' 'b' 'Many' 'Often' 'Not_bul' 'Outside' 'Both' 'Boys' 'Sometimes' 'Sometimes' 'No' 'No' 'Often' 'b' 'Few' 'Rarely' 'Physical' 'Outside' 'Same' 'Boys' 'Rarely' 'Rarely' 'No' 'No' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Both' 'Outside' 'Differnt' 'Boys' 'Sometimes' 'Rarely' 'No' 'No' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Often' 'Both' 'Both' 'Both' 'Boys' 'Dont_know' 'Sometimes' 'No' 'Yes' 'Dont_bul' 'b' 'Many' 'Rarely' 'Both' 'Outside' 'Both' 'Boys' 'Dont_know' 'Sometimes' 'No' 'Yes' 'Rarely' 'b' 'Many' 'Often' 'Physical' 'Outside' 'Same' 'Boys' 'Rarely' 'Rarely' 'No' 'Yes' 'Rarely' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Few' 'Rarely' 'Mental' 'Inside' 'Same' 'Girls' 'Dont_know' 'Sometimes' 'No' 'No' 'Rarely' 'g' 'One' 'Often' 'Mental' 'Both' 'Same' 'Girls' 'Dont_know' 'Rarely' 'No' 'Yes' 'Rarely' 'g' 'Few' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Sometimes' 'Sometimes' 'Not_bul' 'Not_bul' 'Rarely' 'b' 'Many' 'Rarely' 'Mental' 'Outside' 'Differnt' 'Boys' 'Dont_know' 'Sometimes' 'No' 'No' 'Dont_bul' 'g' 'Few' 'Rarely' 'Mental' 'Outside' 'Same' 'Boys' 'Rarely' 'Rarely' 'No' 'Yes' 'Rarely' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Rarely' 'Mental' 'Both' 'Both' 'Boys' 'Rarely' 'Sometimes' 'Yes' 'No' 'Often' 'g' 'Many' 'Rarely' 'Physical' 'Outside' 'Differnt' 'Boys' 'Sometimes' 'Dont_know' 'Yes' 'Yes' 'Dont_bul' 'g' 'Many' 'Rarely' 'Both' 'Outside' 'Both' 'Boys' 'Sometimes' 'Dont_know' 'No' 'Yes' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Sometimes' 'Sometimes' 'Not_bul' 'Not_bul' 'Rarely' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Rarely' 'Usually' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Sometimes' 'Sometimes' 'Not_bul' 'Not_bul' 'Often' 'g' 'Many' 'Often' 'Mental' 'Outside' 'Same' 'Girls' 'Rarely' 'Sometimes' 'No' 'No' 'Rarely' 'b' 'Many' 'Rarely' 'Physical' 'Outside' 'Same' 'Boys' 'Sometimes' 'Dont_know' 'Yes' 'Yes' 'Dont_bul' 'b' 'Many' 'Rarely' 'Mental' 'Outside' 'Differnt' 'Boys' 'Dont_know' 'Rarely' 'No' 'No' 'Rarely' 'g' 'Few' 'Often' 'Mental' 'Outside' 'Both' 'Both' 'Usually' 'Dont_know' 'Yes' 'No' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Both' 'Outside' 'Not_bul' 'Not_bul' 'Dont_know' 'Sometimes' 'Not_bul' 'Not_bul' 'Rarely' 'g' 'Few' 'Often' 'Mental' 'Outside' 'Differnt' 'Boys' 'Dont_know' 'Dont_know' 'No' 'No' 'Dont_bul' 'b' 'Many' 'Rarely' 'Mental' 'Outside' 'Both' 'Boys' 'Dont_know' 'Usually' 'No' 'No' 'Dont_bul' 'g' 'Few' 'Rarely' 'Mental' 'Both' 'Same' 'Boys' 'Dont_know' 'Sometimes' 'No' 'No' 'Dont_bul' 'g' 'Few' 'Often' 'Mental' 'Outside' 'Same' 'Girls' 'Dont_know' 'Sometimes' 'No' 'Yes' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Usually' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Usually' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'One' 'Rarely' 'Mental' 'Outside' 'Same' 'Girls' 'Dont_know' 'Rarely' 'No' 'No' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Often' 'Both' 'Outside' 'Same' 'Boys' 'Usually' 'Sometimes' 'No' 'Yes' 'Dont_bul' 'g' 'Few' 'Often' 'Both' 'Outside' 'Same' 'Boys' 'Sometimes' 'Sometimes' 'No' 'Yes' 'Rarely' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Usually' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Few' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Sometimes' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Sometimes' 'Rarely' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Rarely' 'Both' 'Outside' 'Same' 'Boys' 'Dont_know' 'Sometimes' 'No' 'No' 'Dont_bul' 'b' 'Many' 'Often' 'Mental' 'Outside' 'Both' 'Boys' 'Sometimes' 'Sometimes' 'No' 'No' 'Rarely' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Rarely' 'Mental' 'Outside' 'Same' 'Boys' 'Dont_know' 'Sometimes' 'No' 'No' 'Rarely' 'g' 'None' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Often' 'Mental' 'Outside' 'Same' 'Boys' 'Dont_know' 'Sometimes' 'No' 'No' 'Rarely' 'b' 'Many' 'Rarely' 'Physical' 'Outside' 'Same' 'Boys' 'Rarely' 'Sometimes' 'No' 'No' 'Dont_bul' 'b' 'Few' 'Rarely' 'Mental' 'Outside' 'Same' 'Boys' 'Usually' 'Rarely' 'Yes' 'No' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Often' 'Mental' 'Outside' 'Differnt' 'Boys' 'Sometimes' 'Rarely' 'No' 'No' 'Rarely' 'g' 'Many' 'Often' 'Both' 'Both' 'Both' 'Boys' 'Sometimes' 'Dont_know' 'No' 'No' 'Rarely' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Sometimes' 'Not_bul' 'Not_bul' 'Often' 'g' 'One' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Sometimes' 'Usually' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Usually' 'Dont_know' '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' 'g' 'Many' 'Often' 'Mental' 'Not_bul' 'Not_bul' 'Both' 'Sometimes' 'Sometimes' 'Yes' 'Yes' 'Dont_bul' 'b' 'Many' 'Rarely' 'Physical' 'Outside' 'Same' 'Boys' 'Dont_know' 'Sometimes' 'Yes' 'Yes' 'Dont_bul' 'b' 'Many' 'Often' 'Mental' 'Inside' 'Not_bul' 'Both' 'Sometimes' 'Sometimes' 'No' 'Yes' 'Often' 'g' 'Many' 'Rarely' 'Mental' 'Inside' 'Same' 'Boys' 'Dont_know' 'Sometimes' 'No' 'No' 'Dont_bul' 'g' 'Few' 'Often' 'Not_bul' 'Outside' 'Same' 'Both' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Rarely' 'Physical' 'Outside' 'Differnt' 'Boys' 'Sometimes' 'Sometimes' 'Yes' 'Yes' 'Rarely' 'g' 'Many' 'Rarely' 'Both' 'Both' 'Both' 'Both' 'Sometimes' 'Sometimes' 'No' 'No' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Rarely' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Sometimes' 'Sometimes' 'Not_bul' 'Not_bul' 'Dont_bul' 'g' 'Many' 'Rarely' 'Mental' 'Outside' 'Differnt' 'Boys' 'Rarely' 'Sometimes' 'No' 'No' 'Dont_bul' 'b' 'Few' 'Rarely' 'Mental' 'Outside' 'Differnt' 'Boys' 'Dont_know' 'Dont_know' 'No' 'Yes' 'Dont_bul' 'g' 'Many' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Not_bul' 'Dont_know' 'Dont_know' 'Not_bul' 'Not_bul' 'Dont_bul' 'b' 'Many' 'Not_bul' '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' Names of X columns: 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 Column Containing First Factor Variable Column Containing Second Factor Variable Type of Chi Square test to use (?) Pearson Chi-Square Exact Pearson Chi Square by simulation

 Source code of R module 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,])))) (table1 <- table(z[,cat1],z[,cat2])) (V1<-dimnames(y)[[1]][cat1]) (V2<-dimnames(y)[[1]][cat2]) load(file='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='mytable.tab') (cst<-chisq.test(table1, simulate.p.value=simulate.p.value) ) 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='mytable1.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='mytable2.tab')
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 Cite this software as: Ian E. Holliday, 2012, STARS Bullying Study (v1.0.3) in Free Statistics Software (v1.1.23-r7), Office for Research Development and Education, URL http://www.wessa.net/Ian.Holliday/rwasp_STARS_Bullying_Study_alt.wasp/ The R code is based on : Statistical Resources from Real Datasets, URL http://stars.ac.uk/
 Top | Output | Charts | References | History | Feedback
 Top | Output | Charts | References | History | Feedback