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The long-awaited, comprehensive guide to practical credit risk modeling Credit Risk Analytics provides a targeted training guide for risk managers looking to efficiently build or validate in-house models for credit risk management. Combining theory with practice, this book walks you through the fundamentals of credit risk management and shows you how to implement these concepts using the SAS credit risk management program, with helpful code provided. Coverage includes data analysis and preprocessing, credit scoring; PD and LGD estimation and forecasting, low default portfolios, correlation modeling and estimation, validation, implementation of prudential regulation, stress testing of existing modeling concepts, and more, to provide a one-stop tutorial and reference for credit risk analytics. The companion website offers examples of both real and simulated credit portfolio data to help you more easily implement the concepts discussed, and the expert author team provides practical insight on this real-world intersection of finance, statistics, and analytics. SAS is the preferred software for credit risk modeling due to its functionality and ability to process large amounts of data. This book shows you how to exploit the capabilities of this high-powered package to create clean, accurate credit risk management models. Understand the general concepts of credit risk management Validate and stress-test existing models Access working examples based on both real and simulated data Learn useful code for implementing and validating models in SAS Despite the high demand for in-house models, there is little comprehensive training available; practitioners are left to comb through piece-meal resources, executive training courses, and consultancies to cobble together the information they need. This book ends the search by providing a comprehensive, focused resource backed by expert guidance. Credit Risk Analytics is the reference every risk manager needs to streamline the modeling process.

Have you always known what you wanted to be in life? What are some “watershed moments” that made you who you are? When did you get on track to become a successful CEO? It started with three questions at Davos. The younger Peter Vanham looked to the answers from the elite leaders he asked to validate his own career choice, and the rich, private wisdom he received revealed more about building a career than he’d found anywhere else. He shares it all with you in Before I Was CEO. For everyone who lays awake at night wondering if they’re heading up or down the corporate ladder, this collection of personal stories from a remarkable group of the most accomplished men and women in business today proves everyone can put themselves in the C-suite by taking a variety of different paths—it’s all how you do it. Some found opportunity through adversity and others came by their big-break moments through serendipity. A group of them walked away from corporate life and lived in other ways and all of them made calculated moves to advance their careers. In their own words, read how it all unfolded, the tough decisions they wrestled, the risks and rewards they saw, and how it all came together. You don’t need a royal pedigree or Ivy League education to reach the top as long as you: • Value family, leave home, and make informed decisions based on your dreams • Take the first thirty-five years of your life to discover what you’re interested in and don’t rush to be a CEO • Strategically deal with failure, remember the lessons you learned, and adapt to situations you can’t change You aren’t the first person to be at the crossroads you’re standing in, and with the motivating and instructive stories in Before I Was CEO, you may be answering a young journalist’s questions at Davos one day.

An integrated, strategic approach to higher-value analytics Leaders and Innovators: How Data-Driven Organizations Are Winning with Analytics shows how businesses leverage enterprise analytics to gain strategic insights for profitability and growth. The key factor is integrated, end-to-end capabilities that encompass data management and analytics from a business and IT perspective; with analytics running inside a database where the data reside, everyday analytical processes become streamlined and more efficient. This book shows you what analytics is, what it can do, and how you can integrate old and new technologies to get more out of your data. Case studies and examples illustrate real-world scenarios in which an optimized analytics system revolutionized an organization's business. Using in-database and in-memory analytics along with Hadoop, you'll be equipped to improve performance while reducing processing time from days or weeks to hours or minutes. This more strategic approach uncovers the opportunities hidden in your data, and the detailed guidance to optimal data management allows you to break through even the biggest data challenges. With data coming in from every angle in a constant stream, there has never been a greater need for proactive and agile strategies to overcome these struggles in a volatile and competitive economy. This book provides clear guidance and an integrated strategy for organizations seeking greater value from their data and becoming leaders and innovators in the industry. Streamline analytics processes and daily tasks Integrate traditional tools with new and modern technologies Evolve from tactical to strategic behavior Explore new analytics methods and applications The depth and breadth of analytics capabilities, technologies, and potential makes it a bottomless well of insight. But too many organizations falter at implementation—too much, not enough, or the right amount in the wrong way all fail to deliver what an optimized and integrated system could. Leaders and Innovators: How Data-Driven Organizations Are Winning with Analytics shows you how to create the system your organization needs to dramatically improve performance, increase profitability, and drive innovation at all levels for the present and future.

The legal, financial, and business primer to the M&A process Mergers and Acquisitions offers accessible step-by-step guidance through the M&A process to provide the legal and financial background required to navigate these deals successfully. From the initial engagement letter to the final acquisition agreement, this book delves into the mechanics of the process from beginning to end, favoring practical advice and actionable steps over theoretical concepts. Coverage includes deal structure, corporate structuring considerations, tax issues, public companies, leveraged buyouts, troubled businesses and more, with a uniquely solution-oriented approach to the M&A process. This updated second edition features new discussion on cross-border transactions and «pseudo» M&A deals, and the companion websites provides checklists and sample forms to facilitate organization and follow-through. Mergers and acquisitions are complex, and problems can present themselves at each stage of the process; even if the deal doesn't fall through, you may still come out with less than you bargained for. This book is a multi-disciplinary primer for anyone navigating an M&A, providing the legal, financial, and business advice that helps you swing the deal your way. Understand the legal mechanics of an M&A deal Navigate the process with step-by-step guidance Compare M&A structures, and the rationale behind each Solve common issues and avoid transactional missteps Do you know what action to take when you receive an engagement letter, confidentiality agreement, or letter of intent? Do you know when to get the banker involved, and how? Simply assuming the everything will work out well guarantees that it will—for the other side. Don't leave your M&A to chance; get the information and tools you need to get it done right. Mergers and Acquisitions guides you through the process step-by-step with expert insight and real-world advice.

Stop being a well-kept secret and start being the go-to choice Your reputation is what people say about you when you're not there. It's your most powerful asset for business growth, career enhancement and freedom of choice in many aspects of life. Yet too many people leave it to chance. They are a well-kept secret – it's not enough to be the best, you have to be seen to be the best. Build Your Reputation will show you how to master the skills of brand-building to develop a powerful profile and a formidable name. You'll learn how to identify your brand and where it fits into the big picture, and then you'll learn how to become the obvious choice for whatever it is you do. Becoming known isn't a matter of chance, nor is it a matter of luck – it's a practical set of highly coachable skills that anyone can learn. Learn how to build credibility, connect with the right people and make your achievements known. Identify and build your personal brand Position yourself strategically for maximum impact Attract the right relationships and the right attention Become the go-to guru for whatever you do The highest-paid people in any company, industry or profession are not necessarily the most qualified, gifted or best. They're the most popular. They are liked, trusted, recommended, chosen, hired and introduced. Build Your Reputation gives you the inside track to the top, with practical wisdom and strategic advice for building your own brand.

The essential executive M&A primer, with practical tools and expert insight Mergers and Acquisitions Basics provides complete guidance on the M&A process, with in-depth analysis, expert insight, and practical tools for success. This new second edition has been updated to reflect the current M&A landscape, giving busy executives the ideal resource for navigating each step in the process. Veteran executives relate guidelines, lessons learned, and mistakes to avoid as they explain how M&As work, identify the major players, and describe the roles involved in a successful transaction. Both buyer and seller must consider a broad range of factors, and this essential guide provides checklists, forms, sample reports, and presentations to help you avoid surprises and ensure your organization's full preparation for the deal. Equity investments, valuation, negotiation, integration, legal aspects, and more are explained in detail to provide a foundational primer for anyone seeking to clarify their role in the process. Mergers and acquisitions are becoming ever more critical to the growth of large and mid-sized companies. This book balances depth and breadth to provide a one-stop guide to maximizing the financial and operational value of the deal. Identify key drivers of purchase or sale Understand major roles, processes, and practices Avoid valuation detractors and negotiate effectively Overcome common challenges to successful integration Effective M&As are highly strategic, solidly structured, and beneficial on both sides. It's a complex process with many variables, many roles, and many potential pitfalls, but navigating the deal successfully can mean the difference between growth and stagnation. Mergers and Acquisitions Basics is the comprehensive resource every executive needs to understand the ins-and-outs of strategic transactions.

The Innovation of Globalization – proven strategies to succeed and out-compete emerging competition Does your company know how to compete effectively in the evolving global business arena? What tactics must your company use to overcome price discounting wars that cut into your margins? What are the strategies your new rivals incorporate that may prove more valuable to customers than the superior products you offer? The China Factor equips Western businesses with a practical framework for competing successfully in today’s ever-changing global markets. Written by an expert in competitive strategy and global market expansion, this book is packed with insights gained through first-hand experience leading competitive programs at a high-tech multinational corporation and extensive research. When it comes to globalization, the rules have changed—what was once nice-to-know is now need-to-know, and this book lays it out in a clear, no-nonsense style. Based on cases with over 50 countries, you will learn why a premium product, though domestically successful, may not be well received in foreign markets. You’ll also discover the critical factors that contribute to success in both emerging and established markets. Disruptive competitors are transformed from threats to examples as you learn to recognize opportunities for re-evaluation, and shift your strategy to stay ahead of the curve. The economic rise of China and other new entrants is challenging Western companies in new ways. This book explains why, and provides actionable strategies for success in any market. Grow and maintain an Innovation Advantage using 5 models Learn from disruptors how to win your emerging markets customers Understand the power of politics in business Develop a deeper Culture IQ to expand your customer base Use a 5-part Strategic Framework to formulate new sales tactics You’re already well-aware of the global threat to Western business, and endless analysis only goes so far toward a solution. You need to know how to respond, survive, and thrive, and just how to regain the competitive edge. The truth is that Western companies must change they way they do business, and push innovation beyond the product and into every aspect of every operation – they need to be innovative in how they do business abroad. The China Factor provides a clear action plan, and case studies from global leaders like Cisco, Xiaomi, and Apple with insightful strategies for changing and winning the game. Endorsements “The China Factor is right on the mark. It addresses a real need, one that very few others are tackling—the action that US and other Western-based companies can take in response to the China challenge. Global competitiveness is a huge problem for the West and companies are ill-prepared.The China Factor goes beyond what other books do, providing an important, insightful, and practical prescription on how companies can shift their strategy…” – Ken Wilcox, former CEO and chairman, current Chairman Emeri

The essential roadmap for the new realities of selling when buyers are in charge Sales and service are being radically redefined by the biggest communications revolution in human history. Today buyers are in charge! There is no more 'selling'—there is only buying. When potential customers have near perfect information on the web, it means salespeople must transform from authority to consultant, product narratives must tell a story, and businesses must be agile enough to respond before opportunity is lost. The New Rules of Sales and Service demystifies the new digital commercial landscape and shows you how to stay ahead of the pack. Companies large and small are revolutionizing the way business gets done, and this book takes you inside the new methods and strategies that are critical to success in the modern market. Real-world examples illustrate the new marketplace in action, and demonstrate the brilliant utility of taking a new look at your customer and your business. This new edition has been updated to reflect the current reality of this rapidly-evolving sphere, with fresh strategies, new tools, and new stories. Whether you're an independent contractor, a multi-national corporation, a start-up, or a nonprofit, this book is your essential guide to navigating the new digital marketplace. David Meerman Scott provides up-to-the-minute analysis of the current state of the digital commercial landscape, plus expert guidance toward the concepts, strategies, and tools that every business needs now. Among the topics covered in detail: Why the old rules of sales and service no longer work in an always-on world The new sales cycle and how informative Web content drives the buying process Providing agile, real-time sales and service 24/7 without letting it rule your life The importance of defining and understanding the buyer personas How agile customer service retains existing clients and expands new business Why content-rich websites motivate interest, establish authority, and drive sales How social media is transforming the role of salesperson into valued consultant Because buyers are better informed, and come armed with more choices and opportunities than ever before, everything about sales has changed. Salespeople must adapt because the digital economy has turned the old model on its head, and those who don't keep up will be left behind. The New Rules of Sales and Service is required reading for anyone wanting to stay ahead of the game and grow business now.

This book stitches together a complete design journey from beginning to end in a way that you’ve likely never seen before, guiding readers (you) step-by-step in a practical way from the initial spark of an idea all the way to scaling it into a better business. Design a Better Business includes a comprehensive set of tools (over 20 total!) and skills that will help you harness opportunity from uncertainty by building the right team(s) and balancing your point of view against new findings from the outside world. This book also features over 50 case studies and real life examples from large corporations such as ING Bank, Audi, Autodesk, and Toyota Financial Services, to small startups, incubators, and social impact organizations, providing a behind the scenes look at the best practices and pitfalls to avoid. Also included are personal insights from thought leaders such as Steve Blank on innovation, Alex Osterwalder on business models, Nancy Duarte on storytelling, and Rob Fitzpatrick on questioning, among others.

A non-technical guide to leveraging retail analytics for personal and competitive advantage Style & Statistics is a real-world guide to analytics in retail. Written specifically for the non-IT crowd, this book explains analytics in an approachable, understandable way, and provides examples of direct application to retail merchandise management, marketing, and operations. The discussion covers current industry trends and emerging-standard processes, and illustrates how analytics is providing new solutions to perennial retail problems. You'll learn how to leverage the benefits of analytics to boost your personal career, and how to interpret data in a way that's useful to the average end business user or shopper. Key concepts are detailed in easy-to-understand language, and numerous examples highlight the growing importance of understanding analytics in the retail environment. The power of analytics has become apparent across industries, but it's left an especially indelible mark on retail. It's a complex topic, but you don't need to be a data scientist to take advantage of the opportunities it brings. This book shows you what you need to know, and how to put analytics to work with retail-specific applications. Learn how analytics can help you be better at your job Dig deeper into the customer's needs, wants, and dreams Streamline merchandise management, pricing, marketing, and more Find solutions for inefficiencies and inaccuracies As the retail customer evolves, so must the retail industry. The retail landscape not only includes in-store but also website, mobile site, mobile apps, and social media. With more and more competition emerging on all sides, retailers need to use every tool at their disposal to create value and gain a competitive advantage. Analytics offers a number of ways to make your company stand out, whether it's through improved operations, customer experience, or any of the other myriad factors that build a great place to shop. Style & Statistics provides an analytics primer with a practical bent, specifically for the retail industry.

Uncover hidden fraud and red flags using efficient data analytics Fraud Data Analytics Methodology addresses the need for clear, reliable fraud detection with a solid framework for a robust data analytic plan. By combining fraud risk assessment and fraud data analytics, you'll be able to better identify and respond to the risk of fraud in your audits. Proven techniques help you identify signs of fraud hidden deep within company databases, and strategic guidance demonstrates how to build data interrogation search routines into your fraud risk assessment to locate red flags and fraudulent transactions. These methodologies require no advanced software skills, and are easily implemented and integrated into any existing audit program. Professional standards now require all audits to include data analytics, and this informative guide shows you how to leverage this critical tool for recognizing fraud in today's core business systems. Fraud cannot be detected through audit unless the sample contains a fraudulent transaction. This book explores methodologies that allow you to locate transactions that should undergo audit testing. Locate hidden signs of fraud Build a holistic fraud data analytic plan Identify red flags that lead to fraudulent transactions Build efficient data interrogation into your audit plan Incorporating data analytics into your audit program is not about reinventing the wheel. A good auditor must make use of every tool available, and recent advances in analytics have made it accessible to everyone, at any level of IT proficiency. When the old methods are no longer sufficient, new tools are often the boost that brings exceptional results. Fraud Data Analytics Methodology gets you up to speed, with a brand new tool box for fraud detection.

A practical handbook for making management great again Managing for Happiness offers a complete set of practices for more effective management that makes work fun. Work and fun are not polar opposites; they're two sides of the same coin, and making the workplace a pleasant place to be keeps employees motivated and keeps customers coming back for more. It's not about gimmicks or 'perks' that disrupt productivity; it's about finding the passion that drives your business, and making it contagious. This book provides tools, games, and practices that put joy into work, with practical, real-world guidance for empowering workers and delighting customers. These aren't break time exploits or downtime amusements—they're real solutions for common management problems. Define roles and responsibilities, create meaningful team metrics, and replace performance appraisals with something more useful. An organization's culture rests on the back of management, and this book shows you how to create change for the better. Somewhere along the line, people collectively started thinking that work is work and fun is something you do on the weekends. This book shows you how to transform your organization into a place with enthusiastic Monday mornings. Redefine job titles and career paths Motivate workers and measure team performance Change your organization's culture Make management—and work—fun again Modern organizations expect everyone to be servant leaders and systems thinkers, but nobody explains how. To survive in the 21st century, companies need to dig past the obvious and find what works. What keeps top talent? What inspires customer loyalty? The answer is great management, which inspires great employees, who then provide a great customer experience. Managing for Happiness is a practical handbook for achieving organizational greatness.