Matakuliah
Tahun
Versi
: I0214 / Statistika Multivariat
: 2005
: V1 / R1
Pertemuan 24
Analisis Struktur Peubah Ganda (IV):
Analisis Kanonik
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Learning Outcomes
Pada akhir pertemuan ini, diharapkan
mahasiswa akan mampu :
• Mahasiswa dapat menganalisis struktur
peubah ganda  C4
• Mahasiswa dapat menggunakan analisis
kanonik  C3
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Outline Materi
• Konsep dasar analisis kanonik
• Analisis kanonik
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<<ISI>>
Other PCA-like Methods
Canonical Correlations Analysis
– A statistical technique to identify and measure the
association between two sets of variables
– Multiple regression can be interpreted as a special
case of canonical correlations analysis
Correspondence Analysis
A weighted principal component analysis of a
contingency table
Canonical Correspondence Analysis
The equivalent of canonical correlations analysis for
measuring the associations between two sets of
categorical variables
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<<ISI>>
Canonical Correlation Analysis
"Canonical correlation is a technique for analyzing the
relationship between two sets of variables - each set can
contain several variables. Canonical correlation is a
variation on the concept of multiple regression and
correlation analysis. In multiple regression and
correlation, you examine the relationship between a
linear combination of a set of X variables and a single Y
variable. In canonical correlation analysis, you examine
the relationship between a linear combination of the set
of X variables with a linear combination of a set of Y
variables. Simple and multiple correlation are special
cases of canonical correlation in which one or both sets
contain a single variable."
REF: SAS Online Help
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<<ISI>>
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<<ISI>>
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<<ISI>>
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<<ISI>>
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<<ISI>>
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<< CLOSING>>
• Sampai dengan saat ini Anda telah
mempelajari kosep dasar analisis kanonik
• Untuk dapat lebih memahami konsep
dasar analisis kanonik tersebut, cobalah
Anda pelajari materi penunjang,
website/internet dan mengerjakan latihan
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