Manajemen Risiko Keuangan dengan R - Duke University

Duke University

Ditawarkan oleh Duke University pada platform kursus, kursus ini mengajarkan Anda cara menghitung pengembalian portofolio dan mengukur risiko pasar menggunakan bahasa pemrograman R. Meliputi Value-at-Risk (VaR) dan Expected Shortfall (ES), kursus ini memberikan keterampilan penting bagi analis pasar keuangan di bank, hedge fund, perusahaan asuransi, dan perusahaan investasi.

Durasi

16 hours

Tingkat

Menengah

Batas Waktu

Tanpa Batas Waktu

🌐 Bahasa tersedia: English
📅 Terakhir diperbarui: 2026-03-24

📋 Prasyarat

A beginner-level understanding of R programming is required to complete assignments. Basic knowledge of statistics and probability is helpful. Some learners report that intermediate R skills may be needed.

👥 Untuk Siapa Kursus Ini

  • Financial analysts seeking quantitative risk management skills
  • Data scientists interested in financial applications of R
  • Finance students preparing for careers in risk management
  • Investment professionals at banks, hedge funds, and insurance firms

📚 Apa Yang Akan Anda Pelajari

1

Introduction to R, RStudio, and Financial Data Sources

2

Calculating Portfolio Returns from Multiple Securities

3

Value-at-Risk (VaR) Under Normal Distribution Assumptions

4

Expected Shortfall (ES) and Tail Risk Measurement

5

Volatility Clustering and GARCH Models

6

Advanced Risk Metrics and Real-World Applications

🏛️ Tentang Institusi — Duke University

Duke University is a private research university in Durham, North Carolina, consistently ranked among the top 25 universities worldwide. Duke's Fuqua School of Business and its finance programs are highly regarded in the financial industry.

Didirikan

1838

Lokasi

Durham, North Carolina, USA

Pengakuan

#21 Global University — QS World University Rankings

❓ Pertanyaan yang Sering Diajukan

What programming language does this course use?
The course uses R with Microsoft Open R and RStudio. You will retrieve financial data from sources like FRED and Yahoo Finance, and perform risk calculations using R packages.
What is Value-at-Risk (VaR)?
Value-at-Risk is a statistical measure that estimates the maximum potential loss of a portfolio over a given time period at a specified confidence level. It is one of the most widely used risk metrics in the financial industry.
Is this course part of a specialization?
Yes, this course is part of Duke University's Financial Management Specialization on the course platform, which includes additional courses on financial theory, accounting, and corporate financial decision-making.

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