Kode Mata Kuliah | MA5084 / 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 | Biostatistika Lanjut | Advanced Biostatistics |
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Bahan Kajian | - Pengantar Biostatistika Lanjut
- Distribusi Peluang Lanjut
- Regresi dan Analisis Korelasi
- Analisis Variansi (ANOVA)
- Analisis Data Survival
- Model Linier Umum
| - Introduction to Advanced Biostatistics
- Advanced Probability Distributions
- Regression and Correlation Analysis
- Analysis of Variance (ANOVA)
- Survival Data Analysis
- Generalized Linear Model
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Capaian Pembelajaran Mata Kuliah (CPMK) | - Mahasiswa mampu menjelaskan konsep dan prinsip dasar biostatistika lanjutan
- Mahasiswa mampu memahami dan menerapkan teori limit pusat dan distribusi peluang lanjutan
- Mahasiswa mampu mengaplikasikan regresi linear sederhana dan berganda dalam analisis data
- Mahasiswa mampu melakukan analisis variansi (ANOVA) satu arah dan dua arah serta menginterpretasikan hasilnya
- Mahasiswa mampu menganalisis data survival menggunakan kurva Kaplan-Meier dan uji Log-Rank
- Mahasiswa mampu memahami dan menerapkan Generalized Linear Models (GLM) dalam analisis data
| - Students are able to explain concepts and basic principles of advanced biostatistics
- Students are able to understand and apply central limit theory and advanced probability distributions
- Students are able to apply simple and multiple linear regression in data analysis
- Students are able to perform one-way and two-way analysis of variance (ANOVA) and interpret the results
- Students are able to analyze survival data using the Kaplan-Meier curve and Log-Rank test
- Students are able to understand and apply Generalized Linear Models (GLM) in data analysis
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Metode Pembelajaran | Ceramah, diskusi | Lecture, discussion |
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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 | PKH, kuis, ujian | PKH, quiz, exams |
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Catatan Tambahan | | |
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