Financial Institution Advantage and the Optimization of Information Processing

Financial Institution Advantage and the Optimization of Information Processing
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Haydn, Tchaikovsky, and Brahms, oh, my! The beginner's guide to classical music Classical Music For Dummies is a friendly, funny, easy-to-understand guide to composers, instruments, orchestras, concerts, recordings, and more. Classical music is widely considered one of the pinnacles of human achievement, and this informative guide will shows you just how beautiful and rewarding it can be. You'll learn how Bach is different from Beethoven, how Mozart is different still, and why not all "classical" music is actually Classical if it's really Baroque or Romantic. You'll be introduced to the composers and their work, and discover the groundbreaking pieces that shake the world every time they're played. Begin building your classical music library with the essential recordings that define orchestral, choral, and operatic beauty as you get acquainted with the orchestras and musicians that bring the composers to life. Whether you want to play classical music or just learn more about it, Classical Music For Dummies will teach you everything you need to know to get the most out of this increasingly popular genre. Distinguish flute from piccolo, violin from viola, and trumpet from trombone Learn the difference between overtures, requiems, arias, and masses Explore the composers that shaped music as we know it Discover the recordings your music library cannot be without Classical music has begun sneaking into the mainstream – if your interest has been piqued, there's never been a better time to develop an appreciation for this incredibly rich, complex, and varied body of work. Classical Music For Dummies lays the groundwork, and demonstrates just how amazing classical music can be.

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Keenan Sean C.. Financial Institution Advantage and the Optimization of Information Processing

Wiley & Sas Business Series

Introduction

Acknowledgments

Chapter 1. Financial Institutions as Information Processors

Financial Institutions' RAISON D'ÊTRE

Cultural Issues

IT Literacy and the Spreadsheet Deluge

Other Challenges to Establishing an IT-Savvy Culture

Chapter 2. Strategic Hardware and Software Management

Overview

An Integrated Data Architecture

Information Processing Efficiency as an Institutional Objective

A Digression on Unstructured Data

Chapter 3. Data, Models, and Information

Model Risk Mania

Definitions and Epistemology

Data Quality

Models and Their Role

Regulatory Regimes and Guidance

Chapter 4. Model Risk Measurement

Three Phases of Model Management

Model Governance

Defining Model Risk

Objectifying the Downside

Model Risk Attribution: An Information Entropy Approach

Chapter 5. The Return on Analytic Assets

Measuring the Productivity of Models

Complementarity of Data Inflow with Information Processing

A Digression on Price Taking

Chapter 6. Data Risk Measurement

Strategic Data Acquisition

The Information Conversion Rate

Other Approaches for Data Risk Assessment

Chapter 7. A Higher Level of Integration

Alternate Views of Integration

Identifying Key Information Cycles

An Integrated Physical View

Multidimensional Information Asset Management

Chapter 8. A Strategy for Optimizing the Information Processing Complex

Evaluation

A Path toward Improvement

Chapter 9. Case Studies

The Pricing of Automobile Insurance

Moody's KMV

The London Whale

The Mortgage-Backed Securities Disaster

The Value of Annuities

Chapter 10. Conclusions

References

About the Author

index

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At its most basic level, a financial institution is composed of four things: a brand, a collection of personnel, some physical assets, and analytic (information) assets. The last category includes things like data, data processing capabilities, statistical models of various kinds, and other analytic and reporting capabilities. This categorical breakdown is simplistic, and not exactly clean. For example, there is an overlap between physical assets and data processing capabilities: Are the computers themselves physical assets or information assets? Overlap also exists between personnel and analytic methods: Does a buy or sell decision stem from an analytic method or from a person who makes buy and sell decisions? In spite of this lack of clarity, using this categorization – even in its most simplistic form – can help to frame the crucial underlying competitive issues facing financial institutions today. These issues can be summarized as follows:

1. If you have a strong brand, great, try to preserve it. If not, try to build one. But how?

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This book seeks to provide context, as well as analytic and anecdotal support, for the simple characterization described above – that to be more successful and more competitive, financial institutions need to focus on information processing as the core competency. It seeks to provide some organization and definitions of terms and ideas embedded in the concept of management of information assets, primarily surrounding data and information processing and statistical modeling. The goal of this exercise is to make the relationship between firm organization around these functions and overall firm strategy and performance more stark. Finally, the book provides practical observations about how information assets can be actively and effectively managed to create competitive advantage and improved financial results. Toward the end of the book we survey some case studies that highlight some of the positive and less positive results that have stemmed from institutions either recognizing or failing to recognize the strategic importance of information processing capabilities.

• $13 billion: JPMorgan Chase (2013)

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