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Interconnect Analysis and Synthesis, by Chung-Kuan Cheng, John Lillis, Shen Lin, Norman Chang

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State-of-the-art methods and current perspectives on interconnect The irrepressible march toward smaller and faster integrated circuits has made interconnect a hot topic for semiconductor research. The effects of wire size, topology construction, and network design on system performance and reliability have all been thoroughly investigated in recent years. Interconnect Analysis and Synthesis provides CAD researchers and engineers with powerful, state-of-the-art tools for the analysis, design, and optimization of interconnect. It brings together a wealth of information previously scattered throughout the literature, explaining in depth available analysis techniques and presenting a range of CAD algorithms for synthesizing and optimizing interconnect. Along with examples and results from the semiconductor industry and 150 illustrations, this practical work features:
* Models for interconnect as well as devices and the impact of scaling trends
* Modern analysis techniques, from matrix reduction and moment matching to transmission-line analysis
* An overview of the effects of inductance on on-chip interconnect
* Flexible CAD algorithms that can be generalized for different needs, from buffer insertion to wire sizing to routing topology
* Emphasis on realistic problem formulations, addressing key design tradeoffs such as those between area and performance

• Sales Rank: #4049010 in Books
• Published on: 1999-11-03
• Original language: English
• Number of items: 1
• Dimensions: 9.67" h x .80" w x 6.34" l, 1.15 pounds
• Binding: Hardcover
• 262 pages

From the Back Cover
State-of-the-art methods and current perspectives on interconnect The irrepressible march toward smaller and faster integrated circuits has made interconnect a hot topic for semiconductor research. The effects of wire size, topology construction, and network design on system performance and reliability have all been thoroughly investigated in recent years. Interconnect Analysis and Synthesis provides CAD researchers and engineers with powerful, state-of-the-art tools for the analysis, design, and optimization of interconnect. It brings together a wealth of information previously scattered throughout the literature, explaining in depth available analysis techniques and presenting a range of CAD algorithms for synthesizing and optimizing interconnect. Along with examples and results from the semiconductor industry and 150 illustrations, this practical work features:
* Models for interconnect as well as devices and the impact of scaling trends
* Modern analysis techniques, from matrix reduction and moment matching to transmission-line analysis
* An overview of the effects of inductance on on-chip interconnect
* Flexible CAD algorithms that can be generalized for different needs, from buffer insertion to wire sizing to routing topology
* Emphasis on realistic problem formulations, addressing key design tradeoffs such as those between area and performance

Most helpful customer reviews

See all customer reviews...

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! Free Ebook Pi and the AGM: A Study in Analytic Number Theory and Computational Complexity, by Jonathan M. Borwein, Peter B. Borwein

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Critical Acclaim for Pi and the AGM:

"Fortunately we have the Borwein's beautiful book . . . explores in the first five chapters the glorious world so dear to Ramanujan . . . would be a marvelous text book for a graduate course."--Bulletin of the American Mathematical Society

"What am I to say about this quilt of a book? One is reminded of Debussy who, on being asked by his harmony teacher to explain what rules he was following as he improvised at the piano, replied, "Mon plaisir." The authors are cultured mathematicians. They have selected what has amused and intrigued them in the hope that it will do the same for us. Frankly, I cannot think of a more provocative and generous recipe for writing a book . . . (it) is cleanly, even beautifully written, and attractively printed and composed. The book is unique. I cannot think of any other book in print which contains more than a smidgen of the material these authors have included.--SIAM Review

"If this subject begins to sound more interesting than it did in the last newspaper article on 130 million digits of Pi, I have partly succeeded. To succeed completely I will have gotten you interested enough to read the delightful and important book by the Borweins."--American Mathematical Monthly

"The authors are to be commended for their careful presentation of much of the content of Ramanujan's famous paper, 'Modular Equations and Approximations to Pi'. This material has not heretofore appeared in book form. However, more importantly, Ramanujan provided no proofs for many of the claims that he made, and so the authors provided many of the missing details . . . The Borweins, indeed have helped us find the right roads."--Mathematics of Computation

• Sales Rank: #2067667 in Books
• Published on: 1998-07-13
• Original language: English
• Number of items: 1
• Dimensions: 9.21" h x .79" w x 6.10" l, 1.26 pounds
• Binding: Paperback
• 432 pages

From the Publisher
Presents new research revealing the interplay between classical analysis and modern computation and complexity theory. Two intimately interwoven threads run though the text: the arithmetic-geometric mean (AGM) iteration of Gauss, Lagrange, and Legendre and the calculation of pi[l.c. Greek letter]. These two threads are carried in three directions. The first leads to 19th century analysis, in particular, the transformation theory of elliptic integrals, which necessitates a brief discussion of such topics as elliptic integrals and functions, theta functions, and modular functions. The second takes the reader into the domain of analytic complexity--Just how intrinsically difficult is it to calculate algebraic functions, elementary functions and constants, and the familiar functions of mathematical physics? The answers are surprising, for the familiar methods are often far from optimal. The third direction leads through applications and ancillary material--particularly the rich interconnections between the function theory and the number theory. Included are Rogers-Ramanujan identities, algebraic series for pi[l.c. Greek letter], results on sums of two and four squares, the transcendence of pi[l.c. Greek letter] and e[ital.], and a discussion of Madelung's constant, lattice sums, and elliptic invariants. Exercises.

From the Back Cover
Critical Acclaim for Pi and the AGM:

"Fortunately we have the Borwein's beautiful book . . . explores in the first five chapters the glorious world so dear to Ramanujan . . . would be a marvelous text book for a graduate course."—Bulletin of the American Mathematical Society

"What am I to say about this quilt of a book? One is reminded of Debussy who, on being asked by his harmony teacher to explain what rules he was following as he improvised at the piano, replied, "Mon plaisir." The authors are cultured mathematicians. They have selected what has amused and intrigued them in the hope that it will do the same for us. Frankly, I cannot think of a more provocative and generous recipe for writing a book . . . (it) is cleanly, even beautifully written, and attractively printed and composed. The book is unique. I cannot think of any other book in print which contains more than a smidgen of the material these authors have included.—SIAM Review

"If this subject begins to sound more interesting than it did in the last newspaper article on 130 million digits of Pi, I have partly succeeded. To succeed completely I will have gotten you interested enough to read the delightful and important book by the Borweins."—American Mathematical Monthly

"The authors are to be commended for their careful presentation of much of the content of Ramanujan's famous paper, 'Modular Equations and Approximations to Pi'. This material has not heretofore appeared in book form. However, more importantly, Ramanujan provided no proofs for many of the claims that he made, and so the authors provided many of the missing details . . . The Borweins, indeed have helped us find the right roads."—Mathematics of Computation

Most helpful customer reviews

4 of 4 people found the following review helpful.
Valuable, unique
By Jim Curry
This book fills an important and very neglected place in the mathematics curriculum. We suppose we understand the usual, foundational transcendental functions, like the logarithm, exponential, trig functions, and several others. Still, most of us don't really know practical approaches to computing the values of these functions efficiently. We may punch a calculator button or even look at an old tables book, but we ourselves don't always have good ways to compute the values from scratch. If you consult most numerical analysis books, they will give approaches to other computations and even approaches to computing higher transcendental functions, but these foundational calculations are neglected. So, this book is practically the only careful and complete record in book form of the ways these computations ought to be done.

These topics are often bypassed in the curriculum as offered in most schools---even decent schools. So, there are a lot of students (like me) who will want to consult this book as a way to fill in glaring holes in the existing education. It is, of course, entirely possible to use this as a successful text for its own special topics course. That is seldom done, but it would be reasonable. The writing is clear. The scholarship is excellent. There is no reason to complain about this book. The only people who won't just LOVE this book are those who don't care too much for writing that has lots of technical detail. If you're a "big picture" person and don't enjoy knowing the details that make an area craftsmanlike, then you might not enjoy this book as much as I do. I do love it entirely, and feel grateful it is available. Finally, I understand this isn't a great review. I just couldn't stand to see such a fine book with no reviews on Amazon. I invite you to write a more particular review and replace mine.

See all 1 customer reviews...

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• Sales Rank: #6958162 in Books
• Published on: 1999-04-26
• Original language: English
• Number of items: 1
• Dimensions: 9.33" h x 1.18" w x 6.38" l, 1.30 pounds
• Binding: Hardcover
• 287 pages

From the Inside Flap
A little over a century ago, an intense explosion of technical innovation transformed the way we spent our leisure time. Inventions like the phonograph, television, radio, and motion pictures sparked a revolution in entertainment that captured the hearts—and the wallets—of the average consumer. In recent years, we’ve seen some improvements on these feats: LPs disappeared and made room for CDs, movies were augmented by computer-generated special effects, and video games became a staple for home computers. But for the most part, few modifications have been made to our traditional forms of entertainment for almost 100 years. That’s about to change. With the exciting emergence of digital interactivity, we’re about to take a huge leap forward, reshaping and reinventing virtually every form of entertainment we know. Veteran technology journalist Alice LaPlante and technology consultant Rich Seidner explain the massive changes in technology, entertainment, and culture that are forcing this latest revolution, opening up a whole new market that extends beyond electronics-savvy teenage boys. Playing for Profit examines how digital interactivity will affect the future of the technology and entertainment businesses, demanding new rules, different players, and bigger profits. It takes an insightful look into the strategies and methods that are driving the digital entertainment and interactive gaming industries, dissecting the thinking behind such issues as product innovation, market domination, risk taking, attracting and nurturing visionary employees, and unparalleled customer service. This engaging book outlines how the entire entertainment industry will be redefined and how the current business models found in radio, recorded music, television, and computer games will be affected. The authors explain how rapid and powerful changes in technology are already shaking up the status quo: In the music business, for example, Internet-savvy musicians are becoming Web-based recording labels, and traditional recording labels are beginning to irk radio conglomerates by broadcasting over the Internet, selling directly to consumers via e-commerce. You’ll learn how the forces of evolution are creating new roles for all entertainment providers, especially the computer games industry, which is finally maturing as it reaches a new audience—girls and adult women—and makes a home in cyberspace. This lively account of the fast-paced, high-risk world of interactive entertainment also includes:

• Candid, compelling interviews with industry insiders
• Dramatic examples of how innovators in the entertainment business are breaking all the rules and ignoring traditional industry boundaries
• A behind-the-scenes look at groundbreaking digital entertainment start-ups

Playing for Profit offers valuable lessons for managers in entertainment and technology companies and will dazzle the enthusiasts who follow the successes and failures of this remarkable industry.

From the Back Cover
A little over a century ago, an intense explosion of technical innovation transformed the way we spent our leisure time. Inventions like the phonograph, television, radio, and motion pictures sparked a revolution in entertainment that captured the hearts—and the wallets—of the average consumer. In recent years, we've seen some improvements on these feats: LPs disappeared and made room for CDs, movies were augmented by computer-generated special effects, and video games became a staple for home computers. But for the most part, few modifications have been made to our traditional forms of entertainment for almost 100 years. That's about to change.

With the exciting emergence of digital interactivity, we're about to take a huge leap forward, reshaping and reinventing virtually every form of entertainment we know. Veteran technology journalist Alice LaPlante and technology consultant Rich Seidner explain the massive changes in technology, entertainment, and culture that are forcing this latest revolution, opening up a whole new market that extends beyond electronics-savvy teenage boys. Playing for Profit examines how digital interactivity will affect the future of the technology and entertainment businesses, demanding new rules, different players, and bigger profits. It takes an insightful look into the strategies and methods that are driving the digital entertainment and interactive gaming industries, dissecting the thinking behind such issues as product innovation, market domination, risk taking, attracting and nurturing visionary employees, and unparalleled customer service.

This engaging book outlines how the entire entertainment industry will be redefined and how the current business models found in radio, recorded music, television, and computer games will be affected. The authors explain how rapid and powerful changes in technology are already shaking up the status quo: In the music business, for example, Internet-savvy musicians are becoming Web-based recording labels, and traditional recording labels are beginning to irk radio conglomerates by broadcasting over the Internet, selling directly to consumers via e-commerce. You'll learn how the forces of evolution are creating new roles for all entertainment providers, especially the computer games industry, which is finally maturing as it reaches a new audience—girls and adult women—and makes a home in cyberspace.

This lively account of the fast-paced, high-risk world of interactive entertainment also includes:

• Candid, compelling interviews with industry insiders.
• Dramatic examples of how innovators in the entertainment business are breaking all the rules and ignoring traditional industry boundaries.
• A behind-the-scenes look at groundbreaking digital entertainment start-ups.

Playing for Profit offers valuable lessons for managers in entertainment and technology companies and will dazzle the enthusiasts who follow the successes and failures of this remarkable industry.

An inside look at how emerging digital technologies are revolutionizing the entertainment business.

"LaPlante and Seidner are master storytellers of the events of the digital age."—Steve Fowler, Senior Vice President, The 3DO Company

"LaPlante and Seidner take us on a whirlwind tour of entertainment possibilities in the new millennium."—Bruce Leichtman, Director, Media & Entertainment Strategies, The Yankee Group

"A must read for anyone in, or interested in, the [digital entertainment] industry. Armed with this book, you can feel confident that you are prepared for the digital revolution!"—Ken Rutkowski, CEO Tech Talk Broadcasting, Inc.

"The authors deliver keen insights into the value of interactivity, including the technologies and fascinating people who are changing the way we are entertained, informed, and educated."—Gary H. Arlen, President, Arlen Communications, Inc.

About the Author
ALICE LaPLANTE is an award-winning computer industry journalist. Formerly the news editor for InfoWorld, her technology and management articles have appeared in Forbes ASAP, Business Week, ComputerWorld, and PC World.

RICH SEIDNER is an international media consultant with more than thirty years in the technology business.

Most helpful customer reviews

1 of 1 people found the following review helpful.
Truly terrific book! Educational AND entertaining both.
By A Customer
As a professor of business administration for adult continuing education classes in Silicon Valley, I was delighted to discover this title. Whether you are a savvy businessperson wanting to know more about the possibilities of the Internet; a Web-savvy entrepreneur; or just interested in this whole Internet phenomena(and confused by all the jargon that's out there), this is a great read. I'll be using it in my graduate seminars next academic year. What's truly amazing is how Seidner and LaPlante managed to write a book that will be relevant for some years at a time when technology and business is changing at the speed of light. Highly recommended.

1 of 1 people found the following review helpful.
Sad but interesting for history's sake
By David Bondi
A great example of how the hype and speculation of the late 1990's led to the bursting of the internet bubble. The book typifies the kind of thinking that got everyone into trouble: No real understanding of how technology works: No viable business model for profit; Hysterical optimism and conclusions without solid critical thinking. Anyone who had half a clue back then would have read this book and said "This is exactly what is wrong with digital entertainment today". Anyone who still believes what this book has to say is crying over his useless e-toys stock right now. Read it only if you want to better understand why things turned sour.

0 of 0 people found the following review helpful.
Very cool. A fascinating (and nonjargony) book about the Web
By A Customer
I was skeptical. I manage a radio station (talk radio, golden oldies, etc.) and, frankly, hadn't believed all the hype about the Internet. This completely changed my mind. What I really liked was that I could actually *read* it--it told a story, and a truly compelling one at that. From the early days of radio to what's going to happen in coming decades. I'm a believer. There's gonna be a revolution. The chapter on "Family Feud" (how radio broadcasters and recording labels and artists and webcasters and folks like Microsoft are all going to be battling it out in cyberspace) had me on the edge of my chair. Totally cool. Did I say that already?

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? Ebook Download Atom-Photon Interactions: Basic Processes and Applications, by Claude Cohen-Tannoudji, Jacques Dupont-Roc, Gilbert Grynberg

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Atom-Photon Interactions: Basic Processes and Applications allows the reader to master various aspects of the physics of the interaction between light and matter. It is devoted to the study of the interactions between photons and atoms in atomic and molecular physics, quantum optics, and laser physics. The elementary processes in which photons are emitted, absorbed, scattered, or exchanged between atoms are treated in detail and described using diagrammatic representation. The book presents different theoretical approaches, including:
* Perturbative methods
* The resolvent method
* Use of the master equation
* The Langevin equation
* The optical Bloch equations
* The dressed-atom approach

Each method is presented in a self-contained manner so that it may be studied independently. Many applications of these approaches to simple and important physical phenomena are given to illustrate the potential and limitations of each method.

• Sales Rank: #1719059 in Books
• Published on: 1998-03-23
• Original language: English
• Number of items: 1
• Dimensions: 9.65" h x 1.35" w x 6.73" l, 2.30 pounds
• Binding: Paperback
• 678 pages

Language Notes
Text: English (translation)
Original Language: French

From the Publisher
This analysis of the physical phenomena resulting from the interactions between atoms and photons brings together and discusses different theoretical approaches which have up to now been dispersed in more specialized works. Each of these approaches is presented in a self-contained way and can be studied independently. Covers perturbative methods, resolvent method, master equations Langevin equation, optical Bloch equations and dressed atom method.

From the Back Cover
Atom-Photon Interactions: Basic Processes and Applications allows the reader to master various aspects of the physics of the interaction between light and matter. It is devoted to the study of the interactions between photons and atoms in atomic and molecular physics, quantum optics, and laser physics. The elementary processes in which photons are emitted, absorbed, scattered, or exchanged between atoms are treated in detail and described using diagrammatic representation. The book presents different theoretical approaches, including:
* Perturbative methods
* The resolvent method
* Use of the master equation
* The Langevin equation
* The optical Bloch equations
* The dressed-atom approach

Each method is presented in a self-contained manner so that it may be studied independently. Many applications of these approaches to simple and important physical phenomena are given to illustrate the potential and limitations of each method.

Most helpful customer reviews

0 of 0 people found the following review helpful.
Great Book but Bad Printing Quality
By Arvid Kingl
I really like this book and the prequel. However, some pages are really badly printed. In some equations you cannot tell whether there is supposed to be a "+", a "-" or an equal "=" sign as there is not enough ink to read it.
Given the price of that book this shouldn't happen. This is Wiley's fault.

33 of 33 people found the following review helpful.
Very useful
By JMF
Atom Photon Interactions is an excellent text for atomic and optical physics. I refer back to the review material---transition amplitudes, quantum electrodynamic fundamentals, etc--- over and over again. Naturally, these sections are very brief, and the book works best along side Cohen-Tannoudji's more elementary texts Quantum Mechanics and Photons and Atoms, or their equivalents.
The later chapters are rich in techniques and intuition applicable to atom-trapping, spectroscopy, laser theory, etc. Cohen-Tannoudji covers a lot of material, and manages to link it all to a few basic fundamental principles. The book is extremely well-organized, with bite-sized sections and appendices to each chapter. An excellent collection of exercises with solutions is included in the back. Unfortunately, the text does not prompt the reader to try working these problems at appropriate times (sadly, I didn't realize the exercises were there until I'd been using the book for some time). Like Photons and Atoms, this is primarily a book for theorists; its one weakness, I feel, is that the principles, however clear, never seem connected to the actual numbers that an experimentalist or system designer can relate to.

4 of 5 people found the following review helpful.
One of the best books
By irfan
This is one of the best books in the field of QED. I used it for self-study. Only downside (also upside) about it is that everything is explained so completely that the reaser might become a bit lazy at times to spend some intellectual effort. An excellent book for self-study.

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Methods and practices for constructing sophisticated prestressed concrete structures.

Construction of Prestressed Concrete Structures, Second Edition, provides the engineer or construction contractor with a complete guide to the design and construction of modern, high-quality concrete structures. This highly practicable new edition of Ben C. Gerwick's classic guide is expanded and almost entirely rewritten to reflect the dramatic developments in materials and techniques that have occurred over the past two decades.

The first of the book's two sections deals with materials and techniques for prestressed concrete, including the latest recipes for high-strength and durable concrete mixes, new reinforcing materials and their placement patterns, modern prestressing systems, and special techniques such as lightweight concrete and composite construction. The second section covers application to buildings; bridges; pilings; and marine structures, including offshore platforms, floating structures, tanks, and containments. Special subjects such as cracking and corrosion, repair and strengthening of existing structures, and construction in remote areas are presented in the final chapters.

For engineers and construction contractors involved in any type of prestressed concrete construction, this book enables the effective implementation of advanced structural concepts and their economical and reliable translation into practice.

• Sales Rank: #1981859 in Books
• Published on: 1971-06-30
• Original language: English
• Number of items: 1
• Binding: Hardcover
• 428 pages

From the Publisher
Focusing on construction, this revision discusses the fundamental techniques, materials, systems, and technology involved in prestressing. Covers specific applications in erecting bridges, buildings, offshore structures, pipes, poles, piles, machinery, roads, airfields, railroads, tanks, and much more. New to this edition are numerous advances in design and construction such as cracking and corrosion, repair and strengthening of existing structures, and construction in remote areas are present in the final chapters. Includes 184 photographs of actual field applications.

From the Back Cover
Construction The classic reference on prestressed concrete construction—thoroughly updated and revised for the ’90s! Construction of Prestressed Concrete Structures Second Edition The Second Edition of the classic book offers professionals thoroughly up-to-date and expert coverage on prestressing technology Basic techniques, materials, systems, and the specifics of prestressing technology are clearly linked to a multitude of construction applications, including buildings, bridges, offshore structures, floating structures, poles, pipes, roads, railroads, airfields, and more. Material new to this Second Edition includes detailed discussion of external tendons, plastic-sheathed tendons, high-performance concrete, up-to-date methods for ensuring the durability of concrete and tendons, and the demolition of prestressed concrete. Fundamentals of Earthquake Resistant Construction Ellis L. Krinitzsky, James P. Gould and Peter H. Edinger Designed specifically for the engineer unfamiliar with seismic design, this practical guide shows how to meet the seismic resistance requirements mandated by new nationwide building codes. Guidance on interpreting and applying regional design standards is provided along with specific procedures for designing seismic safety into all levels of construction. A comprehensive manual on the basics, the book covers the seismic design of everything from foundations to critical and noncritical structures and lifelines. Tips on designing for special situations, such as foundations, dams and retaining walls, and strengthening existing structures over active faults, are also provided. An invaluable on-the-job resource, the book contains numerous tables and charts that shed light on seismic design criteria as well as an extensive glossary of key terms in earthquake engineering. 1993 (0 471-83981-7) 320 pp. Construction Glossary An Encyclopedic Reference and Manual Second Edition J. Stewart Stein "The engineer, designer, consultant, architect, planner, inspector, builder, detailer, and others will find this a very useful reference." —Public Works Magazine on the first edition The Second Edition of this construction industry bulwark delivers more than 30,000 definitions that describe accepted standard meaning—including past and current usage—of key construction words, and terms. The only construction glossary organized according to the Construction Specifications Institute’s Masterformat®, this information treasury covers all 16 Divisions, including general requirements, site work, concrete, masonry, metals, woods and plastics, doors and windows, specialties, equipment, furnishings, conveying systems, thermal and moisture protection, and more. Rewritten and updated to include new terminology, revised meanings, and new applications, this new edition enables readers to understand specifications language, historical references, building code and zoning ordinance code interpretations, reference standards, and manufacturers’ descriptions. 1993 (0 471-56933-X) 1,160 pp.

About the Author
BEN C. GERWICK, Jr., spent a long and distinguished career as a construction contractor specializing in prestressed concrete structures. He now serves as a consultant on major projects around the world that involve prestressed concrete, including the Great Belt Bridge in Denmark, offshore concrete platforms in the North Sea, Arctic, and Canada, and the bridges to the new Hong Kong Airport.

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* Robust regression techniques, including M-estimators, Least Median of Squares, and S-estimation
* Generalized linear models
The book also includes material on regression models with autocorrelated errors, bootstrapping regression estimates, classification and regression trees, and regression model validation. Topics not usually found in a linear regression textbook, such as nonlinear regression and generalized linear models, yet critical to engineering students and professionals, have also been included. The new critical role of the computer in regression analysis is reflected in the book's expanded discussion of regression diagnostics, where major analytical procedures now available in contemporary software packages, such as SAS, Minitab, and S-Plus, are detailed. The Appendix now includes ample background material on the theory of linear models underlying regression analysis. Data sets from the book, extensive problem solutions, and software hints are available on the ftp site. For other Wiley books by Doug Montgomery, visit our website at www.wiley.com/college/montgomery.

• Sales Rank: #239146 in Books
• Published on: 2001-04-02
• Original language: English
• Number of items: 1
• Dimensions: 10.26" h x 1.35" w x 6.42" l, 1.10 pounds
• Binding: Hardcover
• 672 pages

Review
“…an excellent textbook…I would certainly recommend it for educational as well as for applied research purposes” (Statistical Methods in Medical Research, No.13, 2004)

"...[the authors] describe conventional uses of the technique, as well as less common ones, placing linear regression in the practical context of today's mathematical and scientific research." (SciTech Book News Vol. 25, No. 2 June 2001)

"an excellent text" (Zentrablatt Math, Vol. 980, No. 05, 2002)

"...a very good book..." (The American Statistician, Vol. 57, No. 1, February 2003)

From the Back Cover
A comprehensive and thoroughly up-to-date look at regression analysis-still the most widely used technique in statistics today

As basic to statistics as the Pythagorean theorem is to geometry, regression analysis is a statistical technique for investigating and modeling the relationship between variables. With far-reaching applications in almost every field, regression analysis is used in engineering, the physical and chemical sciences, economics, management, life and biological sciences, and the social sciences.

Clearly balancing theory with applications, Introduction to Linear Regression Analysis describes conventional uses of the technique, as well as less common ones, placing linear regression in the practical context of today's mathematical and scientific research. Beginning with a general introduction to regression modeling, including typical applications, the book then outlines a host of technical tools that form the linear regression analytical arsenal, including: basic inference procedures and introductory aspects of model adequacy checking; how transformations and weighted least squares can be used to resolve problems of model inadequacy; how to deal with influential observations; and polynomial regression models and their variations. Succeeding chapters include detailed coverage of:

? Indicator variables, making the connection between regression and analysis-of-variance modelss
? Variable selection and model-building techniques
? The multicollinearity problem, including its sources, harmful effects, diagnostics, and remedial measures
? Robust regression techniques, including M-estimators, Least Median of Squares, and S-estimation
? Generalized linear models

The book also includes material on regression models with autocorrelated errors, bootstrapping regression estimates, classification and regression trees, and regression model validation. Topics not usually found in a linear regression textbook, such as nonlinear regression and generalized linear models, yet critical to engineering students and professionals, have also been included. The new critical role of the computer in regression analysis is reflected in the book's expanded discussion of regression diagnostics, where major analytical procedures now available in contemporary software packages, such as SAS, Minitab, and S-Plus, are detailed. The Appendix now includes ample background material on the theory of linear models underlying regression analysis. Data sets from the book, extensive problem solutions, and software hints are available on the ftp site. For other Wiley books by Doug Montgomery, visit our website at www.wiley.com/college/montgomery.

About the Author
DOUGLAS C. MONTGOMERY is Professor in the Department of Industrial Engineering, Arizona State University.

ELIZABETH A. PECK is Logistics Modeling Specialist at the Coca-Cola Company in Atlanta, Georgia.

G. GEOFFREY VINING is Professor and Head of the Department of Statistics, Virginia Tech.

Most helpful customer reviews

19 of 22 people found the following review helpful.
Excellent introduction to linear regression
By Dr. Jeffrey O. Katz
If you have a desire or need to develop regression models, whether for prediction or classification, this is a great place to start climbing the learning curve. The book covers all the essentials, such as how to fit a model to a set of data, how to evaluate the quality of the fit, and how to detect influential data points. It also does a good job with some of the issues involved in fitting a regression (most notably colinearity, overfitting, outliers, and deviations from normality) and discusses ridge regression, principal components regression, and other so-called "robust" methods for dealing with such issues. Even if you plan to use nonlinear modelling techniques like polynomial regression or feed-forward neural networks, this book is worth reading: many of the same issues that are involved when developing linear regression models arise in the context of nonlinear models. I use multivariate polynomial regression models for pricing options, and cite this book in my own recent work on that subject--"Advanced Option Pricing Models" (McGraw Hill, Feb 2005).

Jeffrey Owen Katz, Ph.D.

Author (with Donna L. McCormick) of "The Encyclopedia of Trading Strategies" (McGraw Hill, 2000).

7 of 7 people found the following review helpful.
For Self Study Get An Earlier Edition
By Railbird
I have access to this, the third edition and the latest, the fourth edition, through my company's library. There is really no material difference in the content and I was able to save about 80% of the purchase price by buying a used copy of the third edition, vs. new copy of fourth edition.

Wonderful book for self study. You will benefit most if you have a good background in probability theory and linear algebra and want to understand the details and language of linear regression. Even without that background chapters one through three will teach you more than you will ever learn in most survey courses in statistics. To fully appreciate the whole book I think you need a one semester course in linear algebra and one or two semesters of probability theory.

0 of 0 people found the following review helpful.
Five Stars
By Mr. Smith
helpful

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• Sales Rank: #2351675 in Books
• Published on: 1999-11-03
• Original language: English
• Number of items: 1
• Dimensions: 10.89" h x .83" w x 8.60" l, 2.13 pounds
• Binding: Paperback
• 480 pages

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By Amazon Customer
The material for the pages do not work well with gel pens.

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Five Stars
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Good condition

2 of 2 people found the following review helpful.
Disappointed
By Keely
My lab book is missing pages!!!!!! I'm really glad I looked before my first lab period because now I have to buy a completely new one and get it delivered in time for me to complete the pre-lab homework.

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