%A 1757031008 Della Egidia Goeba
%T PENENTUAN DAN INTERPRETASI FUNGSI KANONIK MULTIVARIAT 
DENGAN TEKNIK ANALISIS KORELASI KANONIK
%X ABSTRACT
DETERMINATION AND INTERPRETATION OF MULTIVARIATE 
CANONIC FUNCTIONS WITH CANONIC CORRELATION ANALYSIS 
TECHNIQUES
By
DELLA EGIDIA GOEBA
Canonical  correlation  analysis  is  a  multivariate  statistical  method  that  is  used  to 
examine and measure the level of linear relationship between two sets of variables, 
the set of dependent variables (Y) and the set of independent variables (X). This study 
focuses  on  getting  the  canonical  correlation  coefficient  value  between  the  linear 
combination of the set of dependent variables and the set of independent variables, 
determining  the  canonical  function,  testing  the  canonical  correlation  significance 
simultaneously  and  partially,  explaining  the  magnitude  of  variance  proportion  of 
each  variable,  and  interpreting  the  canonical  function  based  on  canonical  weight, 
canonical loadings, and canonical cross-loadings. The data used is the set of variables 
of the Farmer's Exchange Rate Index (Y) which consists of 2 variables and the set of 
variables of the Farmer's Exchange Rate (X) which consists of 6 variables. Based on 
the  analysis,  it  was  found  that  the  assumptions  of  multivariate  normality,  non multicollinearity, and linearity are fulfilled. There are 2 canonical functions formed, 
the first function has a correlation coefficient of 0.896 with a variance proportion of 
95.02% and the second function has a correlation coefficient of 0.420 with a variance 
proportion  of  4.98%. The results  of  the  significance  test  shows  that only the first 
function  can  be  interpreted.  Based  on  canonical  weights,  canonical  loadings,  and 
canonical  cross-loadings,  the  order  of  contributions  to  the  dependent  canonical 
variables  is 
%C UNIVERSITAS LAMPUNG
%D 2021
%I FAKULTAS MIPA
%L eprints62104