Modeling for Insight

2011-09-20
Modeling for Insight

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  • Author: Stephen G. Powell
  • Publisher: John Wiley & Sons
  • ISBN: 1118210484
  • Category : Mathematics
  • Languages : en
  • Pages : 392

Praise for Modeling for Insight "Most books on modeling are either too theoretical or too focused on the mechanics of programming. Powell and Batt's emphasis on using simple spreadsheet models to gain business insight (which is, after all, the name of the game) is what makes this book stand head and shoulders above the rest. This clear and practical book deserves a place on the shelf of every business analyst." —Jonathan Koomey, PhD, Lawrence Berkeley National Laboratory and Stanford University, author of Turning Numbers into Knowledge: Mastering the Art of Problem Solving Most business analysts are familiar with using spreadsheets to organize data and build routine models. However, analysts often struggle when faced with examining new and ill-structured problems. Modeling for Insight is a one-of-a-kind guide to building effective spreadsheet models and using them to generate insights. With its hands-on approach, this book provides readers with an effective modeling process and specific modeling tools to become a master modeler. The authors provide a structured approach to problem-solving using four main steps: frame the problem, diagram the problem, build a model, and generate insights. Extensive examples, graduated in difficulty, help readers to internalize this modeling process, while also demonstrating the application of important modeling tools, including: Influence diagrams Spreadsheet engineering Parameterization Sensitivity analysis Strategy analysis Iterative modeling The real-world examples found in the book are drawn from a wide range of fields such as financial planning, insurance, pharmaceuticals, advertising, and manufacturing. Each chapter concludes with a discussion on how to use the insights drawn from these models to create an effective business presentation. Microsoft Office Excel and PowerPoint are used throughout the book, along with the add-ins Premium Solver, Crystal Ball, and Sensitivity Toolkit. Detailed appendices guide readers through the use of these software packages, and the spreadsheet models discussed in the book are available to download via the book's related Web site. Modeling for Insight is an ideal book for courses in engineering, operations research, and management science at the upper-undergraduate and graduate levels. It is also a valuable resource for consultants and business analysts who often use spreadsheets to better understand complex problems.

The Design of Insight

2015-05-06
The Design of Insight

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  • Author: Mihnea Moldoveanu
  • Publisher: Stanford University Press
  • ISBN: 0804795797
  • Category : Business & Economics
  • Languages : en
  • Pages : 157

Familiar modes of problem solving may be efficient, but they often prevent us from discovering innovative solutions to more complex problems. To create meaningful change, we must train ourselves to discover previously unseen variables in day-to-day challenges. The Design of Insight is intended to be a personal problem-solving platform for decision makers and advisors who seek answers to critical business questions. It introduces an approach that uses multiple "problem-solving languages" to systematically expand our understanding of problem framing and high quality problem solving. Useful as a critical thinking approach or a think-out-loud document for strategic teams, this brief is a resource for enriching and implementing thoughtful management practices.

Seeing What Others Don't

2013-06-25
Seeing What Others Don't

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  • Author: Gary Klein
  • Publisher: PublicAffairs
  • ISBN: 1610392752
  • Category : Business & Economics
  • Languages : en
  • Pages : 306

Insights -- like Darwin's understanding of the way evolution actually works, and Watson and Crick's breakthrough discoveries about the structure of DNA -- can change the world. We also need insights into the everyday things that frustrate and confuse us so that we can more effectively solve problems and get things done. Yet we know very little about when, why, or how insights are formed -- or what blocks them. In Seeing What Others Don't, renowned cognitive psychologist Gary Klein unravels the mystery. Klein is a keen observer of people in their natural settings -- scientists, businesspeople, firefighters, police officers, soldiers, family members, friends, himself -- and uses a marvelous variety of stories to illuminate his research into what insights are and how they happen. What, for example, enabled Harry Markopolos to put the finger on Bernie Madoff? How did Dr. Michael Gottlieb make the connections between different patients that allowed him to publish the first announcement of the AIDS epidemic? What did Admiral Yamamoto see (and what did the Americans miss) in a 1940 British attack on the Italian fleet that enabled him to develop the strategy of attack at Pearl Harbor? How did a "smokejumper" see that setting another fire would save his life, while those who ignored his insight perished? How did Martin Chalfie come up with a million-dollar idea (and a Nobel Prize) for a natural flashlight that enabled researchers to look inside living organisms to watch biological processes in action? Klein also dissects impediments to insight, such as when organizations claim to value employee creativity and to encourage breakthroughs but in reality block disruptive ideas and prioritize avoidance of mistakes. Or when information technology systems are "dumb by design" and block potential discoveries. Both scientifically sophisticated and fun to read, Seeing What Others Don't shows that insight is not just a "eureka!" moment but a whole new way of understanding.

Expert Data Modeling with Power BI

2021-06-11
Expert Data Modeling with Power BI

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  • Author: Soheil Bakhshi
  • Publisher: Packt Publishing Ltd
  • ISBN: 1800203179
  • Category : Computers
  • Languages : en
  • Pages : 612

Manage and work with business data effectively by learning data modeling techniques and leveraging the latest features of Power BI Key Features Understand data modeling techniques to get the best out of data using Power BI Define the relationships between data to extract valuable insights Solve a wide variety of business challenges by building optimal data models Book DescriptionThis book is a comprehensive guide to understanding the ins and outs of data modeling and how to create data models using Power BI confidently. You'll learn how to connect data from multiple sources, understand data, define and manage relationships between data, and shape data models to gain deep and detailed insights about your organization. In this book, you'll explore how to use data modeling and navigation techniques to define relationships and create a data model before defining new metrics and performing custom calculations using modeling features. As you advance through the chapters, the book will demonstrate how to create full-fledged data models, enabling you to create efficient data models and simpler DAX code with new data modeling features. With the help of examples, you'll discover how you can solve business challenges by building optimal data models and changing your existing data models to meet evolving business requirements. Finally, you'll learn how to use some new and advanced modeling features to enhance your data models to carry out a wide variety of complex tasks. By the end of this Power BI book, you'll have gained the skills you need to structure data coming from multiple sources in different ways to create optimized data models that support reporting and data analytics.What you will learn Implement virtual tables and time intelligence functionalities in DAX to build a powerful model Identify Dimension and Fact tables and implement them in Power Query Editor Deal with advanced data preparation scenarios while building Star Schema Explore best practices for data preparation and modeling Discover different hierarchies and their common pitfalls Understand complex data models and how to decrease the level of model complexity with different approaches Learn advanced data modeling techniques such as aggregations, incremental refresh, and RLS/OLS Who this book is for This MS Power BI book is for BI users, data analysts, and analysis developers who want to become well-versed with data modeling techniques to make the most of Power BI. You’ll need a solid grasp on basic use cases and functionalities of Power BI and Star Schema functionality before you can dive in.

Introduction to Modeling in Physiology and Medicine

2008-02-06
Introduction to Modeling in Physiology and Medicine

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  • Author: Claudio Cobelli
  • Publisher: Elsevier
  • ISBN: 0080559980
  • Category : Technology & Engineering
  • Languages : en
  • Pages : 337

This unified modeling textbook for students of biomedical engineering provides a complete course text on the foundations, theory and practice of modeling and simulation in physiology and medicine. It is dedicated to the needs of biomedical engineering and clinical students, supported by applied BME applications and examples. Developed for biomedical engineering and related courses: speaks to BME students at a level and in a language appropriate to their needs, with an interdisciplinary clinical/engineering approach, quantitative basis, and many applied examples to enhance learning Delivers a quantitative approach to modeling and also covers simulation: the perfect foundation text for studies across BME and medicine Extensive case studies and engineering applications from BME, plus end-of-chapter exercises

Principles and Practice of Structural Equation Modeling

2015-10-08
Principles and Practice of Structural Equation Modeling

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  • Author: Rex B. Kline
  • Publisher: Guilford Publications
  • ISBN: 1462523005
  • Category : Social Science
  • Languages : en
  • Pages : 554

This book has been replaced by Principles and Practice of Structural Equation Modeling, Fifth Edition, ISBN 978-1-4625-5191-0.

Occupancy Estimation and Modeling

2017-11-17
Occupancy Estimation and Modeling

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  • Author: Darryl I. MacKenzie
  • Publisher: Elsevier
  • ISBN: 0124072453
  • Category : Mathematics
  • Languages : en
  • Pages : 668

Occupancy Estimation and Modeling: Inferring Patterns and Dynamics of Species Occurrence, Second Edition, provides a synthesis of model-based approaches for analyzing presence-absence data, allowing for imperfect detection. Beginning from the relatively simple case of estimating the proportion of area or sampling units occupied at the time of surveying, the authors describe a wide variety of extensions that have been developed since the early 2000s. This provides an improved insight about species and community ecology, including, detection heterogeneity; correlated detections; spatial autocorrelation; multiple states or classes of occupancy; changes in occupancy over time; species co-occurrence; community-level modeling, and more. Occupancy Estimation and Modeling: Inferring Patterns and Dynamics of Species Occurrence, Second Edition has been greatly expanded and detail is provided regarding the estimation methods and examples of their application are given. Important study design recommendations are also covered to give a well rounded view of modeling. - Provides authoritative insights into the latest in occupancy modeling - Examines the latest methods in analyzing detection/no detection data surveys - Addresses critical issues of imperfect detectability and its effects on species occurrence estimation - Discusses important study design considerations such as defining sample units, sample size determination and optimal effort allocation

Insight Selling

2014-04-30
Insight Selling

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  • Author: Mike Schultz
  • Publisher: John Wiley & Sons
  • ISBN: 1118875060
  • Category : Business & Economics
  • Languages : en
  • Pages : 263

What do winners of major sales do differently than the sellers who almost won, but ultimately came in second place? Mike Schultz and John Doerr, bestselling authors and world-renowned sales experts, set out to find the answer. They studied more than 700 business-to-business purchases made by buyers who represented a total of $3.1 billion in annual purchasing power. When they compared the winners to the second-place finishers, they found surprising results. Not only do sales winners sell differently, they sell radically differently, than the second-place finishers. In recent years, buyers have increasingly seen products and services as replaceable. You might think this would mean that the sale goes to the lowest bidder. Not true! A new breed of seller—the insight seller—is winning the sale with strong prices and margins even in the face of increasing competition and commoditization. In Insight Selling, Schultz and Doerr share the surprising results of their research on what sales winners do differently, and outline exactly what you need to do to transform yourself and your team into insight sellers. They introduce a simple three-level model based on what buyers say tip the scales in favor of the winners: Level 1 "Connect." Winners connect the dots between customer needs and company solutions, while also connecting with buyers as people. Level 2 "Convince." Winners convince buyers that they can achieve maximum return, that the risks are acceptable, and that the seller is the best choice among all options. Level 3 "Collaborate." Winners collaborate with buyers by bringing new ideas to the table, delivering new ideas and insights, and working with buyers as a team. They also found that much of the popular and current advice given to sellers can damage sales results. Insight Selling is both a strategic and tactical guide that will separate the good advice from the bad, and teach you how to put the three levels of selling to work to inspire buyers, influence their agendas, and maximize value. If you want to find yourself and your team in the winner's circle more often, this book is a must-read.

Reinvent Your Business Model

2018-06-19
Reinvent Your Business Model

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  • Author: Mark W. Johnson
  • Publisher: Harvard Business Press
  • ISBN: 1633696472
  • Category : Business & Economics
  • Languages : en
  • Pages : 291

Named a Top 10 Business Strategy Book of 2018 by Inc. magazine In his pioneering book Seizing the White Space, Mark W. Johnson argued that business model innovation is the most proven path to transformational growth. Since then, Uber, Airbnb, and other startups have disrupted whole industries; incumbents such as Blockbuster, Sears, Toys "R" Us, and BlackBerry have fallen by the wayside; and digital transformation has become one of the business world's hottest (and least understood) slogans. Nearly a decade later, the art and science of business model innovation is more relevant than ever. In this revised, updated, and newly titled edition, Johnson provides an eminently practical framework for understanding how a business model actually works. Identifying its four fundamental building blocks, he lays out a structured and repeatable process for reinventing an existing business model or creating a new one and then incubating and scaling it into a profitable and thriving enterprise. In a new chapter on digital transformation, he shows how serial transformers like Amazon leverage business model innovation so successfully. With rich new case studies of companies that have achieved new success and postmortems of those that haven't, Reinvent Your Business Model will show you how to: Determine if and when your organization needs a new business model Identify powerful new opportunities to serve your existing customers in existing markets Reach entirely new customers and create new markets through disruptive business models and products Seize opportunities for growth opened up by tectonic shifts in market demand, government policy, and technologies Make business model innovation a more predictable discipline inside your organization Business model innovation has the power to reshape whole industries--including retail, aviation, media, and technology--redistributing billions of dollars of value. This book gives you the tools to reshape your own company for enduring success. Reinvent Your Business Model is the strategic innovation playbook you need now and in the future.

Insight

2017-05-02
Insight

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  • Author: Tasha Eurich
  • Publisher: Currency
  • ISBN: 0451496817
  • Category : Business & Economics
  • Languages : en
  • Pages : 370

Learn how to develop self-awareness and use it to become more fulfilled, confident, and successful. Most people feel like they know themselves pretty well. But what if you could know yourself just a little bit better—and with this small improvement, get a big payoff…not just in your career, but in your life? Research shows that self-awareness—knowing who we are and how others see us—is the foundation for high performance, smart choices, and lasting relationships. There’s just one problem: most people don’t see themselves quite as clearly as they could. Fortunately, reveals organizational psychologist Tasha Eurich, self-awareness is a surprisingly developable skill. Integrating hundreds of studies with her own research and work in the Fortune 500 world, she shows us what it really takes to better understand ourselves on the inside—and how to get others to tell us the honest truth about how we come across. Through stories of people who have made dramatic gains in self-awareness, she offers surprising secrets, techniques and strategies to help you do the same—and how to use this insight to be more fulfilled, confident, and successful in life and in work. In Insight, you'll learn: • The 7 types of self-knowledge that self-aware people possess. • The 2 biggest invisible roadblocks to self-awareness. • Why approaches like therapy and journaling don't always lead to true insight • How to stop your confidence-killing habits and learn to love who you are. • How to benefit from mindfulness without uttering a single mantra. • Why other people don’t tell you the truth about yourself—and how to find out what they really think. • How to deepen your insight into your passions, gifts, and the blind spots that could be holding you back. • How to hear critical feedback without losing your mojo. • Why the people with the most power can often be the least-self-aware, and how smart leaders avoid this trap. • The 3 building blocks for self-aware teams. • How to deal with delusional bosses, clients, and coworkers.