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Nakbi N: Assessing Credit Default Risk
Using Logistic Regression. A Transparen

Assessing Credit Default Risk Using Logistic Regression. A Transparent Approach to Scoring with the UCI Dataset and SPSS

How most investing decisions differ from what the data say works—and how replacing myth with measurement can improve outcomes. The Accidental Venture Capitalist examines how early-stage investment decisions are actually made—and why so many of them diverge from what the evidence says should work. Written by an academic-turned-venture capitalist Scott Shane, the book sits at the intersection of rigorous research and lived investing experience. Its central premise is simple but uncomfortable: in venture capital, folklore and intuition dominate practice, even though decades of empirical research offer more reliable guidance on selection, pricing, portfolio construction, and incentives. The book follows the full arc of the venture process, from fund design and deal sourcing to valuation, syndication, follow-on investing, governance, and exits. Each chapter takes a familiar maxim—“bet on the jockey,” “do more diligence,” “double down on winners”—and tests it against large-sample academic evidence and real investment outcomes. Shane’s analysis is grounded in power-law economics, behavioral decision-making, and incentive alignment. And he is transparent about mistakes as well as successes, treating his own funds as a living laboratory rather than a victory lap. The book also offers practical tools—checklists, heuristics, simple models—that translate evidence into decisions investors can actually implement.

Why Evidence Beats Instinct in Early-Stage Investing

The Accidental Venture Capitalist

The Risk Management Body of Knowledge (RMBOK) is a comprehensive, practical guide to understanding and managing uncertainty in organizations, projects, operations and everyday decision-making.

Written for practitioners rather than theorists, RMBOK brings together the principles, concepts, tools and techniques of modern risk management into a single coherent framework. It explains not simply what risk management is, but how to make it work.

Drawing on decades of experience across industries, countries and risk disciplines, Julian Talbot examines risk from first principles through to practical application. The book connects objectives, uncertainty, sources of risk, events, consequences, controls, risk assessment, treatment, monitoring and decision-making - showing how the pieces fit together as a system.

RMBOK is designed for people who need to make better decisions under uncertainty, including:

¿ risk managers and advisers
¿ executives, directors and governance professionals
¿ project and programme managers
¿ security, safety, cyber and resilience practitioners
¿ auditors and assurance professionals
¿ consultants and analysts
¿ students and educators
¿ anyone responsible for managing significant uncertainty

The book is aligned with contemporary risk management thinking, including ISO 31000, while deliberately going beyond any single standard or methodology. It distinguishes between compliance with a framework and the much harder task of actually managing risk well.

Throughout the book, diagrams, models, examples and practical techniques translate abstract concepts into approaches that can be applied in real organisations.

Whether you are building a risk framework, conducting an assessment, advising a board, managing a project, evaluating controls or simply trying to make a difficult decision with incomplete information, RMBOK provides a structured way to think about what might happen, why it matters and what to do about it.

Risk Management Body of Knowledge is a reference to keep within reach - not a book to read once and put on the shelf.

Risk Management Body of Knowledge

Finance for Professionals

This book is a comprehensive guide to the validation of models used in fraud detection and anti-money laundering (AML) compliance for financial professionals. Focusing on the critical aspects of data quality, transaction monitoring, and customer risk rating, this book equips readers with the knowledge and tools to ensure that their models meet regulatory standards and effectively mitigate financial crime risk.
As financial crimes become more and more sophisticated, there is a growing need for a specialized resource that addresses both the technical and regulatory challenges financial managers are facing . Offering a framework, tools, and case examples as well as incorporating the role of AI, this book helps readers ensure that their models are robust, reliable, and capable of detecting and preventing financial crimes effectively.

This book is a comprehensive guide to the validation of models used in fraud detection and anti-money laundering (AML) compliance for financial professionals. Focusing on the critical aspects of data quality, transaction monitoring, and customer risk rating, this book equips readers with the knowledge and tools to ensure that their models meet regulatory standards and effectively mitigate financial crime risk.As financial crimes become more and more sophisticated, there is a growing need for a specialized resource that addresses both the technical and regulatory challenges financial managers are facing . Offering a framework, tools, and case examples as well as incorporating the role of AI, this book helps readers ensure that their models are robust, reliable, and capable of detecting and preventing financial crimes effectively.

A Guide to Managing Data Quality, Transaction Monitoring, and Compliance

Validating Financial Crime Risk Models

From Theory to Practice

Fundamentals of Climate Finance

Methods and Tools for Resilience and Dynamic Risk Assessment of Chemical Processes introduces systematic approaches in risk assessment in chemical process safety along with relevant tools, models, and the latest methodologies for assessing safety and resilience in chemical processes, systems engineering, risk and resilience engineering, and simulation and modeling. Chapters outline the theoretical framework of chemical process safety, emphasizing the integration of safety into chemical engineering through key ideas like inherent safety and corporate culture and highlight the significance of Process Hazard Identification (PHI) methods, including traditional techniques and advancements such as AI, for effectively identifying and mitigating hazards. Further chapters investigate advanced hazard assessment methodologies like Systems Theoretic Process Analysis (STPA) and Risk-Based Process Safety (RBPS), alongside dynamic risk assessment techniques. The text also discusses the evolution of "resilience" in process safety, resilience assessment methods, and simulation tools for enhancing safety. It includes real-world case studies coupled with insights on future trends in technology to help researchers and students alike to conduct their own future research into risk and resilience assessment in chemical process safety fields.

Methods and Tools for Resilience and Dynamic Risk Assessment of Chemical Processes

Artificial intelligence has crossed the liability Rubicon. It is no longer a backend IT experiment governed by soft ethics, voluntary frameworks, and vague policy statements; it is a material financial asset driving enterprise revenue and unprecedented legal exposure. As we transition into Industry 5.0, algorithms are making autonomous, consequential decisions at machine speed. Yet, corporate boards and risk committees are attempting to govern these gigahertz systems using static compliance checklists designed for a slower, simpler era. The result is a looming crisis of algorithmic discrimination, regulatory friction, and catastrophic reputational decay. When an opaque, black-box model hallucinates financial advice or leaks proprietary trade secrets, the ensuing failure cascade can destroy billions in market capitalization overnight.AI Governance and Risk Management provides the definitive, boardroom-ready blueprint for surviving the fragmented global regulatory dragnet. This book dismantles the illusion of traditional "Human-in-the-Loop" oversight, proving that true algorithmic safety requires hard, architectural constraints. Drawing on decades of technology operations and academic leadership, the text translates classical financial auditing principles into executable machine logic. The author brings unparalleled practical experience-from supporting six Silicon Valley startups in client-facing roles to develop computer vision use cases, to leading over 30 continuous improvement projects for Cisco Systems. Having authored foundational texts on Segregation of Duties (SOD) and Hierarchical SOD two decades ago, and backed by 15 years of teaching financial risk management, this expertise culminates in the AI Integrity Framework (AIIF). This Hamiltonian approach empowers organizations to embed continuous improvement cycles and strict SOD directly into their deployment pipelines.Readers will discover how to engineer automated "Build Breaks," architect deterministic kill switches, and secure the unstructured data supply chain against copyright contamination and intellectual property theft. By shifting from reactive public relations to proactive "Governance as Code," Chief Risk Officers, legal counsel, and audit committees can mathematically prove fiduciary control to regulators across overlapping jurisdictions, from California to the European Union.Authored by a veteran industry practitioner, creator of five previous Wiley &amp; Sons texts, and current developer of the Industry 5.0 and AI curriculum at Santa Clara University, this release is not a theoretical ethics manual. It is an uncompromising operational survival guide. It provides the exact structural tools necessary to transform artificial intelligence from an unquantified off-balance-sheet liability into a fully auditable, legally defensible, and highly profitable enterprise asset.

The AI Integrity Framework (AIIF) for Enterprise Control and Regulatory Compliance

Auditable AI Governance and Risk Management

Your friendly all-in-one guide to managing projects like a pro Project management has become a core skill across every industry, whether or not you carry a formal PM title. Project Management All-in-One For Dummies, 2nd Edition gives you a single, practical reference covering foundational principles, modern delivery approaches, certification-aligned thinking, and AI-supported workflows. You'll find clear guidance that connects theory to real-world execution, so you can plan, lead, and deliver projects with confidence. Get the hang of scope, scheduling, budgeting, risk, and stakeholder communication. Explore hybrid, agile, and traditional methodologies so you can pick the right approach for any project. Discover how AI tools fit into planning, analysis, documentation, and problem-solving. You'll also find certification-relevant concepts drawn from PMP-aligned material, presented in an accessible way that supports your career growth. Inside this guide: <ul> <li>Learn core project management fundamentals, from defining scope and setting budgets to managing risk across your projects</li> <li>Explore agile, hybrid, and traditional delivery methodologies to find the right fit for your team and goals</li> <li>Discover how AI-powered tools can streamline your planning, tracking, documentation, and everyday project workflows</li> <li>Build stronger leadership and stakeholder management strategies that work in real organizations and real situations</li> <li>Find certification-aligned concepts that prepare you for PMP-level thinking </li> </ul> Whether you're tackling your first project or refreshing skills you've built over years, this Dummies guide covers everything from fundamentals to AI-powered workflows in one place. It's perfect for professionals at any experience level who want practical project management guidance.

Project Management All-in-One For Dummies

The Money Decisions That Matter MostYou already know the rules.Save more. Spend less. Diversify. Stay the course.Yet the financial decisions that matter most rarely come down to knowing the rules.They involve choosing between competing priorities, navigating uncertain outcomes, and making decisions that will shape the course of your life. Should you retire now or work longer? How do you balance enjoying life today with preparing for an uncertain future? How do you choose between several reasonable paths when none offers certainty?There is rarely a perfect answer. There is, however, a better way to think.The Money Decisions That Matter Most
 provides a practical framework for making sound financial decisions when the future cannot be known. Drawing on financial planning, behavioral finance, decision science, and personal values, Laura Mattia helps readers evaluate alternatives, recognize biases, assess risk, and distinguish a good decision from a good outcome.
 Unlike most personal finance books, this book is not organized around investment products, tax strategies, or financial rules. It is organized around the decision-making process itself. The framework can be applied to virtually every major financial choice, including retirement, inheritance, career transitions, business ownership, family responsibilities, and legacy planning.Financial software can model scenarios. Artificial intelligence can generate recommendations in seconds. Neither can determine what matters most to you, which trade-offs are worth making, or which future you ultimately want to pursue.Those decisions require judgment.
 For readers who have outgrown one-size-fits-all advice, 
 The Money Decisions That Matter Most
 offers a practical framework for making financial decisions with confidence and clarity, even when certainty is impossible.

How to Make Life's Biggest Financial Choices in an Uncertain World

The Money Decisions That Matter Most

Build a diversified portfolio with this updated all-in-one investing guide Growing your money doesn't have to feel overwhelming. Whether you're eyeing stocks, bonds, mutual funds, or cryptocurrency, Investing All-in-One For Dummies gives you the know-how to make confident decisions across every major investment type. Written by a team of Wall Street Journal bestselling authors and market specialists, this single guide covers beginner to intermediate techniques so you can invest on your own terms. Get up to speed on AI-powered research tools, digital brokerages, ESG investing, and cryptocurrency regulation alongside time-tested fundamentals like diversification and risk management. You'll learn how to evaluate opportunities, use online platforms, apply triple compounding , and align your investments with your personal financial goals. It's seven books of investing wisdom packed into one friendly resource. Inside this guide: <ul> <li>Learn the basics of stocks, bonds, ETFs, and mutual fund investing to start building your portfolio</li> <li>Discover how cryptocurrency and buffer ETFs investing can fit into a modern, well-diversified portfolio strategy</li> <li>Explore online investing platforms and the power of triple compounding</li> <li>Build confidence by applying fundamental analysis techniques to evaluate stocks, bonds, and other securities you're considering</li> <li>Find practical strategies for managing risk and keeping your investments aligned with your long-term financial goals</li> </ul> Whether you're just getting started or looking to broaden your portfolio across new investment types, this Dummies guide has you covered. Great for self-directed investors who want accessible guidance without expensive advisor fees. Time to get your money working for you!

Investing All-in-One For Dummies

Proactive risk management transforms home service businesses by identifying and mitigating potential threats, fostering resilience, and enhancing trust. Embrace technology and clear communication to safeguard your enterprise and ensure sustainable growth.This book is an essential resource for anyone looking to thrive in the competitive home service industry, offering the knowledge and tools necessary to navigate risks and seize opportunities for growth. This comprehensive guide for owners and operators in the home service industry emphasizes proactive risk management as essential for business survival and growth. Through industry insights and practical strategies, the book illustrates how risks like scope creep, payment disputes, property damage, employee safety concerns, and reputational harm can be effectively mitigated with diligent vetting, clear communication, robust contracts, and strategic use of technology such as CRM systems and platforms like Resident Review.By shifting from reactive to proactive business practices, Chase empowers professionals to protect their livelihood, build trust, and cultivate a resilient enterprise that embraces continuous improvement. The book provides actionable insights into creating a culture of accountability and mutual respect within client relationships. Readers will learn how to implement effective risk management strategies that not only safeguard their operations but also enhance their reputation in the marketplace.With a focus on leveraging technology, this guide encourages the adoption of innovative tools that streamline processes and improve communication. By fostering a proactive mindset, business owners can anticipate challenges and respond effectively, ensuring their operations remain robust and adaptable. Embrace the principles outlined in this guide to transform your business into a resilient and trusted leader in the home service sector.

How to protect and grow your home service business through conscious, continuous risk management

Why Risk it at all?

WHY MARKETS LIE

Springer Proceedings in Business and Economics

This proceedings volume presents a comprehensive collection of innovative research papers from the World Finance &amp; Banking Symposium, held in Brno, Czech Republic, in December 2025. The book offers cutting-edge insights into the latest developments in finance and banking. Spanning a diverse range of topics such as corporate finance, investment strategies, behavioral finance, market microstructure, asset pricing, and banking regulations, the volume explores both traditional and emerging trends within the industry. It also delves into critical areas like Islamic banking, corporate social responsibility, cybersecurity, and the impact of financial crises. With contributions from leading academics and industry experts, this volume serves as an essential resource for researchers, practitioners, and policymakers seeking a deeper understanding of global financial markets, their complexities, and the ever-evolving challenges they face.

Proceedings of the World Finance & Banking Symposium, Brno – Czech Republic 2025

Advances in Banking and Finance

Assessing Credit Default Risk Using Logistic Regression. A Transparent Approach to Scoring with the UCI Dataset and SPSS

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