{ "item_title" : "Financial Networks in R", "item_author" : [" Lamina J. a. "], "item_description" : "Financial markets don't collapse because of isolated failures they collapse because everything is connected.Traditional risk models measure exposure, volatility, and loss. What they miss is how risk spreads. When institutions are linked through credit, liquidity, and market dependencies, a single shock can trigger cascading failures across the system. This is where most financial analysis breaks down and where network-based modeling becomes essential.Financial Networks in R provides a practical, execution-focused approach to understanding and modeling systemic risk using network science. Instead of treating financial entities in isolation, this book shows how to map real-world financial systems into networks, analyze structural vulnerabilities, and simulate how crises unfold.This is not a theory-heavy academic text. It is a hands-on guide designed for analysts, quants, and risk professionals who need to build real models and extract actionable insight.Inside, you will learn how to: Construct financial networks from real-world data using RIdentify systemically important institutions beyond size-based metricsSimulate contagion, cascade failures, and liquidity shocksMeasure systemic risk using network-aware methods beyond VaRModel cross-market contagion with multilayer networksAnalyze market microstructure and hidden trading dynamicsDetect structural shifts and regime changes using community detectionApply machine learning to predict financial instabilityBuild stress testing frameworks used by regulators and financial institutionsDevelop a complete, reproducible financial network analysis system in RThe book integrates tools such as igraph, tidygraph, and ggraph with real-world financial workflows, ensuring that every concept is tied to implementation.Whether you are working in banking, asset management, fintech, or regulatory analysis, this book equips you with the methods needed to understand how financial systems actually behave under stress.Because in modern markets, risk is not just about how much you hold it's about how everything is connected.", "item_img_path" : "https://covers1.booksamillion.com/covers/bam/9/79/825/341/9798253415528_b.jpg", "price_data" : { "retail_price" : "20.50", "online_price" : "20.50", "our_price" : "20.50", "club_price" : "20.50", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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