|  where and when  
         
           the tutorial has run previously as: 
          
           - half day: "Understanding Statistics", AVI98, 
            L'Aquila, Italy, 1998. 
           - full day: "Avoiding Damned Lies: Understanding Statistical Ideas", 
            CHI98, Los Angeles, 
            USA, 1998. 
           - half day: "Understanding Statistics", HCI'96, 
            London, UK, 1996. 
          objectives  
        This tutorial aims develop a 'gut feeling' for several key statistical 
          concepts, complementing previous statistical courses by concentrating 
          on meaning rather than formulae.  
          By the end of the tutorial you should be able to: 
            appreciate 
            how random the world is   understand 
            why averaging works   know why 
            you get  everywhere in statistics!   interpret 
            significance and confidence intervals   be prepared 
            for the pitfalls in designing HCI and CSCW experiments 
  not an introduction  
        This is not an introductory statistics tutorial. It assumes that its 
          participants will have some experience or knowledge of statistics already. 
          Neither is it an advanced statistics tutorial. The range of material 
          it will cover will be similar to that the participants will have already 
          covered as part of their studies or work. The focus is on understanding 
          a few key concepts that make the statistics meaningful and which may 
          prevent serious misuse.   abstract  Many researchers and practitioners in HCI and CSCW will at 
        some time or another need to use or interpret experimental statistics. 
        However, the correct use of statistics involves a combination of mathematics 
        and practical know-how. Often those who have studied an introductory statistics 
        course have learnt how to perform the requisite mathematical manipulation, 
        but not the meaning of the resulting numbers. This tutorial aims to fill 
        the understanding gap experienced by many who use statistics, but do not 
        feel 'on top' of it. It will focus on the meaning of a few key concepts 
        and some of the common mistakes and fallacies prevalent in the HCI and 
        CSCW literature.   more  
        
          Things to read: 
            see the 
            tutorial outline.   find out 
            about 7 common errors in statistics.   choose 
            a statistics textbook from the book list 
          Things to play with: 
            watch the 
            rain fall in Gheisra.   try two-horse 
            races with virtual coins.   and more 
            coin tossing experiments.   download 
            a HyperCard demo (stuffed binhex) 
          The tutorial home page is at: 
           http://www.hiraeth.com/alan/tutorials/stats/ 
          At odd times I'll add other things I think of about statistics in 
          HCI and CSCW . . . . . . tell 
          me what you'd like to know!
  
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