
 
		CH A P T E R   V II 
 THE  GENERAL  THEO RY   OF  TH E   MATHEMATICAL  TREATMENT  
 OF  SERIES 
 T he  merit  of  having  demonstrated  that  the  theory  of probabilities  was  applicable  The demon-  
 to  series  of  numbers  in  general  belongs  to  Quetelet,  the  distinguished  Belgian  mathe-  S ? '   
 maticia.ii.  0f proba- 
 In  a series of  letters dedicated  to Ernest  II, the  then Duke of Saxe-Coburg-Gotha *,  appiiïbie  
 he explained the  entire theory in detail.  He showed  how it  could be  used  in  Anthropo-  [° “ »“ 1“   
 metry  as  well  as  in  Astronomy  and  Physics  and  similar  sciences.  Since  his  time  the  's due to  
 methods  and details  have been altered,  and much  has been  added  by  later  writers  to  the  Q“etele''  
 structure of which Quetelet laid  the foundation. 
 The  main  point about  the  theory  is that,  under  normal  circumstances,  the  results of The theory  
 a number of observations, or a  number of examples  in  a  series,  can  be  arranged  in  such  numbe^of  
 a  manner  as  to  form a  group  arranged  symmetrically  and  in  a  definite  form  about  one  observali™s  
 particular centre. 
 The  foundation  on  which  the  theory  of probability  is  built  is  common  experience. 
 The  examples  necessary  to  show  its  development are  taken  from  everyday  life,  and  its  ttamsehres  
 application  to  series of calculations may be  reduced to a  comparatively simple  procedure. 
 The  necessary  rules  do  not  involve  complicated  reasoning,  but  recently  the  subject  has  a centre'  
 become  one  of  great  interest  to  expert mathematicians  who  have  developed  it  in  many  tio n   o T th t  
 directions.  As  Mathematics  this work  is, much  of it,  of great interest,  and  some  of  it  is  J “ 7by the  
 applicable to  certain branches of Natural Science.  observed 
 In  its  highest  form  it  is  to  be found  in  Professor Karl  Pearson’s papers  in the Ph il.  S-dinïy  
 Trans,  on  - The Application of  Mathematics to Evolution,'and  in  the work of his collabo-  
 rators.  It  is impossible, however,  to expect the working anthropologist to follow the intrica-  “ Pressed  
 cies of this work,  and it is unnecessary for him  to do so.  maS™ 
 It is intended to give here a statement of such  rules  as  are  necessary  in the  simplest  ticaIfolms-  
 possible form. 
 The  ‘ chance’  of  drawing  the  ace  of  spades  from  a  pack  of  cards  is  yj,  and  the  Staple  
 ‘ odds ’ against drawing it are  51  to  1.  For it is possible to  draw the ace of spades  in  only  
 one way, whereas it is possible  to  draw some  other  card  in  51  ways.  The  total  number  afewofthe  
 of ways of drawing a card  is,  of course,  52, which  is  the  sum of the other two numbers.  S T “T  
 I f we are given any set of  circumstances  we  sometimes know  that  only  one  result  is  More  
 possible :  more  often  a  larger  number  of results may occur.  Suppose  the  circumstances  geӔral.  
 are such that  the  result arrived at can occur  in a number, », of different ways, and that each  “PP 'Ca,,°n'  
 one o f these » ways is equally likely to happen.  If, in addition,  one particular result would  
 occur  in a number, m, of these «  ways,  and consequently would fail to  occur in  n — m ways, 
 the  ‘ chance ’ of the  event, or its probability of occurrence,  is defined as  “  •  The probability 
 of  its  non-occurrence  is  similarly  •  If we  denote  -   by  t   and  by  n  è  and  
 n  n  n  J  r 
 *  L ettres  su r  la   Théorie  des P ro b a b ilités  (Bruxelles,  1846).