| Kode Mata Kuliah | MA5086 / 4 SKS |
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| Penyelenggara | 201 - Matematika / FMIPA |
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| Kategori | Kuliah |
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| Bahasa Indonesia | English |
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| Nama Mata Kuliah | Analisis Multivariat Lanjut | Advanced Multivariate Analysis |
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| Bahan Kajian | - Pengenalan: Review Aljabar matriks dan konsep Geometri
- Metode deskriptif untuk data multivariat: PCA, clustering
- Rerata Multivariat dan Model Linear: inferensi multivariat, MANOVA, Diskriminasi dan Klasifikasi, Regresi multivariat
- Analisis Asosiasi: korelasi kanonik, analisis factor
- Penerapan dan pengembangan metode statistic multivariat
| - Introduction: Review of matrix algebra and geometry concepts
- Descriptive methods for multivariate data: Principal Component Analysis (PCA), clustering.
- Multivariate Means and Linear Models: Multivariate inference, MANOVA, Discrimination and Classification, Multivariate Regression.
- Analysis of Association: Canonical correlation, Factor Analysis.
- Application and development of multivariate statistical methods.
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| Capaian Pembelajaran Mata Kuliah (CPMK) | - Memahami ciri-ciri utama data multivariat.
- Memahami konsep dan prinsip dasar analisis multivariat.
- Mampu menggunakan metode statistik multivariat eksploratori dan konfirmatori dengan baik.
- Mampu melaksanakan teknik dan metode statistik multivariat secara efisien dan
efektif serta menerapkannya pada data multivariat
| - Understand the main characteristics of multivariate data.
- Understand the fundamental concepts and principles of multivariate analysis.
- Be able to proficiently use exploratory and confirmatory multivariate statistical methods.
- Be able to implement multivariate statistical techniques and methods efficiently and effectively, and apply them to multivariate data.
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| Metode Pembelajaran | Ceramah, diskusi, pembelajaran berbasis masalah | Lecture, Discussion, Problem Based Learning |
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| Modalitas Pembelajaran | Sinkron/asinkron, Mandiri/kelompok | Synchronous/asynchronous, Independent/group |
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| Jenis Nilai | ABCDE |
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| Metode Penilaian | ujian, tugas, praktikum | exams, assignments, practicum |
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| Catatan Tambahan | | |
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