| Kode Mata Kuliah | SI6244 / 3 SKS |
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| Penyelenggara | 250 - Teknik Sipil / FTSL |
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| Kategori | Kuliah |
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| Bahasa Indonesia | English |
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| Nama Mata Kuliah | Ekonometrik dalam rekayasa Transportasi | Econometric in Transportation Engineering |
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| Bahan Kajian | - Pendahuluan: Pengertian konsep ekonometrik dan contoh-contoh kajian ekonometrik di dalam rekayasa transportasi
- Dasar-dasar statistik dalam rekayasa transportasi (sample dan polupation, descriptive statistics, frekuensi dan distribusi, hypotehes test)
- Regresi linear (Prinsip-prinsip regresi dan contoh implementasinya dalam kajian perilaku, regresi sederhana dan berganda, analisis statistik dan interprestasi hasil regresi)
- Discrete Choice Model (jenis2 variabel dan data, konsep pemilihan diskrit, prinsip utilitas, binomial dan multinomial logit model, variasi model-model diskrit (nested dan ordinal), step-by-step membangun model diskrit)
- Teknik Pengumpulan Data dan Survey Wawancara (prinsip revealed dan state preference data, panel data, tahapan penyusunan form wawancara)
- Pengembangan model SEM dan Factor Analysis
- Pengembangan model Analytical Hierarchy Process (AHP)
- Pengembangan Important and Performace Analysis (IPA)
| - Introduction: Concepts of Econometrics and Examples of Econometric Studies in Transportation Engineering
- Statistical Foundations in Transportation Engineering (Sampling and Population, Descriptive Statistics, Frequency Distributions, Hypothesis Testing)
- Linear Regression (Principles of Regression and Application Examples in Behavioural Studies, Simple and Multiple Regression, Statistical Analysis and Interpretation of Regression Results)
- Discrete Choice Models (Types of Variables and Data, Concepts of Discrete Choice, Utility Theory, Binomial and Multinomial Logit Models, Variations of Discrete Models including Nested and Ordinal Models, Step-by-Step Construction of Discrete Choice Models)
- Data Collection Techniques and Interview Surveys (Principles of Revealed and Stated Preference Data, Panel Data, Stages of Interview Form Development)
- Development of Structural Equation Modelling (SEM) and Factor Analysis
- Development of Analytical Hierarchy Process (AHP) Models
- Development of Importance and Performance Analysis (IPA)
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| Capaian Pembelajaran Mata Kuliah (CPMK) | - Mampu memperbaharui ilmu pengetahuan baru terkait perilaku perjalanan dengan memanfaatkan sumber-sumber informasi dan pengetahuan yang tersedia
- Mampu menerapkan pengetahuan baru untuk memperkaya kompetensi diri di bidang Rekayasa Transportasi khususnya tentang perilaku perjalanan
- Mampu merumuskan langkah-langkah kajian berbasis model ekonometrik terkait perilaku transportasi
- Mampu melakukan analisis dan interpretasi data hasil kajian perilaku lalu lintas dengan menggunakan kaidah ilmiah
| - Ability to update new knowledge related to travel behavior by utilizing available information and knowledge sources
- Ability to apply new knowledge to enrich personal competence in the field of Transportation Engineering, particularly regarding travel behavior
- Ability to formulate steps for econometric model-based studies related to transportation behavior
- Ability to analyze and interpret data from traffic behavior studies using scientific principles
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| Metode Pembelajaran | Kombinasi ceramah, diskusi kelompok, dan studi kasus | Combination of lectures, group discussions, and case studies |
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| Modalitas Pembelajaran | Bauran Sinkron dan Asinkron | Blended synchronous and asynchronous |
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| Jenis Nilai | ABCDE |
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| Metode Penilaian | Kuis, Tugas, UTS, UAS | Quizzes, Assignments, Midterm Exam, Final Exam |
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| Catatan Tambahan | | |
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