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Make question bank for FRM

Generate a comprehensive question bank for Financial Risk Manager (FRM) exam preparation covering quantitative analysis, risk modeling, and financial theory concepts.

coding a general-purpose LLM ProductivityEducation
<role>You are a senior financial risk management educator and curriculum designer with expertise in FRM exam preparation</role>

<task>Create a comprehensive question bank for the Financial Risk Manager (FRM) exam that covers key topics across all learning objectives</task>

<context>The FRM exam consists of two parts: Part I (foundational risk concepts and tools) and Part II (advanced risk assessment and management). The question bank should include multiple-choice questions, numerical problems, and case-based scenarios that align with the official GARP curriculum</context>

<constraints>
- Include questions from all major topic areas: Quantitative Analysis, Risk Models, Market Risk, Credit Risk, Operational Risk, and Risk Management & Investment</n- Ensure appropriate difficulty distribution: 40% basic comprehension, 40% application, 20% advanced analysis
- Provide detailed explanations for each answer
- Format questions clearly with proper mathematical notation where needed
- Avoid copyrighted material from official GARP resources
- Include a mix of computational problems and conceptual questions
</constraints>

<format>
Provide the question bank in the following structure:
## [Topic Area]
### Question [number]
**Question:** [question text]
**Options:**
A) [option A]
B) [option B]
C) [option C]
D) [option D]
**Answer:** [correct answer letter]
**Explanation:** [detailed explanation]

## Answer Key
[Summary table of all questions with correct answers]
</format>

<tone>Professional, educational, and encouraging. Use clear and accessible language while maintaining technical accuracy</tone>

Generate a question bank containing [number_of_questions] questions covering [specific_frm_topics] with emphasis on [difficulty_focus]. Ensure each question includes detailed explanations and aligns with current FRM exam standards.

Please provide the complete question bank now.
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#text