Finance Train LogoFinance Train
Learning LibraryTemplatesBlog
Data Science Bundle
Finance TrainFinance Train
Learning LibraryTemplatesBlog
Data Science Bundle
Lesson 6 of 8

Risk of a Single Cash Position

BetaSquare are a USD-based firm with one asset: JPY 14 billion in cash. What is the 95% worst-case loss over a 1-day period?

You have the following information:

  • The daily price volatility of the JPY/USD exchange rate is 1.78%, using a 95% confidence level. (Note: This implies that 1 standard deviation equals 1.78%/1.65 = 1.08%.)

  • The JPY/USD exchange rate is 140.

Solution:

StepCalculationComment
1. Choose a probability of loss5%=95% confidence worst-case loss
2. Measure value in USD$100 millionAssuming 140 JPY/USD
3. 1-day volatility JPY/USD (or 1.65 standard deviations)1.78%Data Set
4. Calculate Risk$100 million * 1.78 =
$1.78
Market value volatility

This means that your 95% worst-case loss due to adverse movements in the JPY IUSD over 1 day would be $1.78 million (or, you have a 5% chance of losing $1.78 million or more overnight). Now let's view an example of two cash positions. To calculate the total risk of two or more positions, however, we need to include correlations.

Previous Lesson

Parametric VaR Estimation

Next Lesson

Risk of Two Cash Positions

Back to ebook

Statistical Foundations of VaR

8 lessons

Lessons

1
Understanding Normal Distribution
2
Statistical Foundations: Mean and Standard Deviation
3
Statistical Foundations: Understanding Correlations
4
Statistical Foundations: Predicting Volatility
5
Parametric VaR Estimation
6
Risk of a Single Cash Position
7
Risk of Two Cash Positions
8
Time Scaling of Volatility
Finance Train

Learn data science and AI skills for finance through practical courses and tutorials.

Learn

  • Learning Library
  • Course Directory
  • Blog

Resources

  • Templates & Downloads
  • Tools
  • Tables
  • Calculators

Company

  • About
  • Contact
  • Privacy
  • Terms

© 2026 Finance Train. All rights reserved.