Analisis Multivariat (A)
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Course data
CPL dan CPMK
Announcements
Section 1
Pendahuluan
- Johnson & Winchern - Applied_Multivariate_Statistical_Analysis__6th_Edition_2007
Pengantar Analisis Multivariat
Section 2
Pendahuluan_Generalisasi awal Uji Mean Multivariat dari Uji Mean Univariat
Pendahuluan
Section 3
Distribusi Normal Multivariat dan Uji Vektor Mean
Distribusi Normal dan Uji Vektor Mean Dua Populasi Dependen
Section 4
Uji Vektor Mean Dua dan atau lebih Populasi Independen
Section 5
Presentasi & Diskusi Tugas
Section 6
Uji Vektor Mean Dua dan atau Lebih Populasi Yang Saling Independen
Tugas
Uji Vektor Mean Dua dan atau Lebih Populasi yang Saling Independen
Section 7
Pengelompokan Observasi dan Variabel
Pengelompokan Observasi
Pengelompokan Variabel
Section 8
ETS
Submission
Post Mid-term Exam
Slide from the Book "Applied Multivariate Statistical Analysis", 4th ed. 2015 Edition by by Wolfgang Karl Härdle & Léopold Simar (Authors)
Lecture 9 Correspondence Analysis
Correspondence Analysis - slide
MVA Lecture - Tuesday, Nov 9, 2021, starts at 18:15 WIB
Lecture 10 Canonical Correlation
MVAcancarm.r
carmean2.txt
MANOVA and Canonical Correlation
Lecture 11 Multidimensional Scaling & Conjoint Analysis
Lecture MVA, Thursday 11 Nov 2021 starts at 13:30 WIB
carmean2.txt
MVAmdscarm.R
MVAMDSnonmstart.R
MVAMDSpooladj.R
Lecture 12 Structural Equation Modeling
SEM (slide)
SEM for Dummies
SEM using R (lavan package)
SEM using R (sem package)
SEM using SPSS and AMOS
Lecture 13 Clustering in Time Series
Lecture MVA, 25 Nov 2021 starts at 13:30 WIB
Short review of Clustering
Clustering in Time Series
reference 1 - Time-Series Clustering in R Using the dtwclust Package (the R Journal)
reference 2 - Comparing time series clustering algorithms in R using dtwclust package
reference 3 - Computing and Visualizing Dynamic Time Warping Alignments in R - The dtw Package (Journal of Stat Soft)
reference 4 - TSclust - An R package for time series forecasting (Journal of Stat Soft)
Week 14 Project
Project 1 post ETS
Week 16 FINAL EXAM
EAS, Senin 13 Desember 2021 mulai pukul 12:30 WIB
Submission jawaban EAS
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Analisis Multivariat (A)
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Institut Teknologi Sepuluh Nopember
Magister
Fakultas Sains dan Analitika Data
S-2 STATISTIKA
Semester Gasal 2021/2022
Analisis Multivariat (A)
Summary
Analisis Multivariat (A)
Teacher:
Dedy Dwi Prastyo
Teacher:
Santi Puteri Rahayu