Behind the Numbers |  |
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Welcome to Behind the Numbers, Numerix’s monthly newsletter—where we share our most popular resources and expert insights shaping the future of capital markets. In this edition, we cover what’s behind the convertible issuance surge of Q1, the latest trends in structured products, using hyper-network-driven machine learning for derivatives pricing and best practices in XVA management. |
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Global Convertibles Issuance: Q1 2026 Key Trends and Insights The global convertible securities market started 2026 on strong footing—with issuance reaching $56.1 billion in Q1, more than doubling year-over-year levels. Our new report, Global Convertibles Issuance: Q1 2026 Key Trends and Insights, explores the data behind this surge, the top deals of the quarter and the evolving dynamics shaping the market. |  |
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 | Structured Products in Focus: Global Trends & Market Forces Structured products are evolving from yield tools into core portfolio solutions, driven by shifting rates, volatility, and demand for outcome-based investing. In our on-demand webinar, Amélie Labbé of Structured Retail Products joins us for an enlightening discussion on global trends, regional dynamics, and innovations shaping the market in 2026 and beyond. |
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 | Hyper-Network-Based Neural Approximators for Lifecycle Derivative Pricing on Low-Dimensional Manifolds As derivatives grow more complex, firms need faster, more consistent pricing and risk analytics. This research paper introduces a hyper-network-driven machine learning framework that dynamically adapts to market conditions, enabling efficient modeling of high-dimensional products like autocallables across the full lifecycle—from structuring and issuance to hedging and risk management. |
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 | Advanced XVA Management: From Desk-Level Decisions to Enterprise Impact XVA is no longer just a pricing adjustment—it’s a strategic lever shaping how banks allocate capital, evaluate performance, and steer the business. In our on-demand webinar, Dr. Ola Hammarlid of Leading HeadQuarters joins us to explore how leading institutions are evolving their approach to XVA in today’s complex market environment. |
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