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Bad Breaks in Real GDP and Employment: Exploring the Persistence of Aggregate Demand Shocks in the United States

by Harrison C. Hartman

Why do policymakers allow economies to settle into a “new normal” after a bad break in the economy rather than try to return the economy to its previous trend? In this book, economist Harrison C. Hartman discusses some of the variables that impact a nation’s ability to recover from negative aggregate demand shocks. Spanning total real GDP, per capita real GDP, and nonfarm payroll employment in the USA, the book emphasizes the role of aggregate demand shocks in causing the US economy to fail to return to trend. The resulting book challenges modern mainstream macroeconomic theories and highlights the complexities of post-recession recovery. The chapters provide econometric evidence both for and against the impact of aggregate demand on real GDP and employment levels in the long run. Hartman studies modern macroeconomic theories related to economic resilience and demand using (a) the velocity of money and the equation of exchange and (b) econometric analysis to dissect modern macroeconomic theories related to economic resilience and demand. The book provides methods to estimate and evaluate trends, and after simple methods for estimating trend and discussing associated results, the book turns attention to model selection, hypothesis testing and further results. This book also offers some possible areas for future work. A thought-provoking exploration of economic recovery or lack thereof, the book covers aggregate demand, employment, real GDP, and economic theories (classical, Keynesian, monetarist, neoclassical, new-Keynesian, and post-Keynesian perspectives). Bad Breaks in Real GDP and Employment is a timely and essential guide for economists navigating the complexities of past, present, and future macroeconomic landscapes. It explains the functionality of aggregate demand in the context of economic recession, offering insight into why some AD shocks feel permanent. This book provides econometric evidence supporting Keynesian and post-Keynesian perspectives on the potential importance of aggregate demand in determining real GDP and employment levels in the long run, particularly in cases when real GDP and employment fail to recover fully after recessions. This book is one of few contemporary works (a) explicitly noting the economic importance of money velocity and (b) focusing on econometric analysis that at least at times supports post-Keynesian perspectives.

Bad Choices: How Algorithms Can Help You Think Smarter and Live Happier

by Ali Almossawi

The wildly popular author of Bad Arguments returns with a funny, smart introduction to algorithms—those perennially misunderstood, increasingly important problem-solving rules that can save you time and lead to better choices, every day. Why is Facebook so good at predicting what you like? How do you discover new music? What's the best way to sort your laundry?Readers around the world have embraced Ali Almossawi's whimsical illustrations—drawn by his collaborator Alejandro Giraldo—and his funny, clarifying explanations of complex subjects. In fewer than 200 pages, Almossawi demystifies a new topic of increasing relevance to our lives: algorithms. Bad Choices is a book for anyone who's looked at a given task and wondered if there was a better, faster way to get the task done. What's the best way to organize a grocery list? What's the secret to being more productive at work? How can we better express ourselves in 140-characters? Presenting us with alternative methods for tackling twelve different scenarios, Almossawi guides us to better choices that borrow from same systems that underline a computer word processor, a Google search engine, or a Facebook ad. Once you recognize what makes a method faster and more efficient, you'll become a more nimble, creative problem-solver, ready to face new challenges. Bad Choices will open the world of algorithms to all readers making this a perennial go-to for fans of quirky, accessible science books.From the Hardcover edition.

Bad Data: How Governments, Politicians and the Rest of Us Get Misled by Numbers

by Georgina Sturge

'Essential reading ... An incisive and urgently needed book' Tim Harford'[An] entertaining introduction to the uses (and misuses) of data ... a penetrating analysis of why statistical literacy matters to our politics and our daily lives' Professor Jonathan Portes Our politicians make vital decisions and declarations every day that rely on official data. But should all statistics be trusted?In BAD DATA, House of Commons Library statistician Georgina Sturge draws back the curtain on how governments of the past and present have been led astray by figures littered with inconsistency, guesswork and uncertainty.Discover how a Hungarian businessman's bright idea caused half a million people to go missing from UK migration statistics. Find out why it's possible for two politicians to disagree over whether poverty has gone up or down, using the same official numbers, and for both to be right at the same time. And hear about how policies like ID cards, super-casinos and stopping ex-convicts from reoffending failed to live up to their promise because they were based on shaky data.With stories that range from the troubling to the empowering to the downright absurd, BAD DATA reveals secrets from the usually closed-off world of policy-making. It also suggests how - once we understand the human story behind the numbers - we can make more informed choices about who to trust, and when.

Bad Data: How Governments, Politicians and the Rest of Us Get Misled by Numbers

by Georgina Sturge

'Essential reading ... An incisive and urgently needed book' Tim Harford'[An] entertaining introduction to the uses (and misuses) of data ... a penetrating analysis of why statistical literacy matters to our politics and our daily lives' Professor Jonathan Portes Our politicians make vital decisions and declarations every day that rely on official data. But should all statistics be trusted?In BAD DATA, House of Commons Library statistician Georgina Sturge draws back the curtain on how governments of the past and present have been led astray by figures littered with inconsistency, guesswork and uncertainty.Discover how a Hungarian businessman's bright idea caused half a million people to go missing from UK migration statistics. Find out why it's possible for two politicians to disagree over whether poverty has gone up or down, using the same official numbers, and for both to be right at the same time. And hear about how policies like ID cards, super-casinos and stopping ex-convicts from reoffending failed to live up to their promise because they were based on shaky data.With stories that range from the troubling to the empowering to the downright absurd, BAD DATA reveals secrets from the usually closed-off world of policy-making. It also suggests how - once we understand the human story behind the numbers - we can make more informed choices about who to trust, and when.

Balancing Bears: Comparing Numbers (Count The Critters Ser.)

by Megan Atwood

This book introduces the child to “< less than”, “> greater than” and “= equal to” signs.

Baltimore Orioles: Where Have You Gone? Cal Ripken Jr., Brooks Robinson, Jim Palmer, and Other Orioles Greats (Where Have You Gone?)

by Jeff Seidel

Baltimore Orioles: Where Have You Gone? is a unique look at what a number of former Orioles personalities have gone on to do in life since their playing careers ended. Author Jeff Seidel spoke with a wide-ranging selection of former Baltimore players, from stars like Cal Ripken Jr. and Brooks Robinson to those who had only their “fifteen minutes” of fame, like Dave Criscione and John Stefero. A common thread seems to be how many of the former Orioles stayed in baseball in some form, like Ripken, who started his own minor league team in Aberdeen, Maryland, something that’s clearly close to his heart; or former catcher Andy Etchebarren, a longtime minor league manager and coach.Baltimore Orioles: Where Have You Gone?, first published in 2006 and newly updated through the 2016 season, features men like Mike Flanagan, the Cy Young Award–winning lefty who anchored the Orioles pitching staff in the late ’70s and early ’80s, finally becoming the team’s pitching coach and co–general manager. The book also includes a chapter on Tommy Davis, the team’s first designated hitter, who tells how he came up with a key base hit after nearly missing his at-bat because he was talking on the clubhouse telephone; Doug DeCinces, faced with the cruel task of taking over for Brooks Robinson at third base, talking about the huge pressure he faced and how he truly appreciated playing for the Orioles; and finally the legendary Robinson himself, still a fan favorite over 35 years after retiring, telling how he told the Chicago White Sox thanks, but no thanks, when they asked him about managing. It’s all here; perfect for any Orioles fan!

Banach, Fréchet, Hilbert and Neumann Spaces

by Jacques Simon

This book is the first of a set dedicated to the mathematical tools used in partial differential equations derived from physics. Its focus is on normed or semi-normed vector spaces, including the spaces of Banach, Fréchet and Hilbert, with new developments on Neumann spaces, but also on extractable spaces. The author presents the main properties of these spaces, which are useful for the construction of Lebesgue and Sobolev distributions with real or vector values and for solving partial differential equations. Differential calculus is also extended to semi-normed spaces. Simple methods, semi-norms, sequential properties and others are discussed, making these tools accessible to the greatest number of students – doctoral students, postgraduate students – engineers and researchers without restricting or generalizing the results.

Banach Function Algebras, Arens Regularity, and BSE Norms (CMS/CAIMS Books in Mathematics #12)

by Harold Garth Dales Ali Ülger

This book is about semisimple Banach algebras with a focus on those that are commutative. After laying out the necessary background material from functional analysis, geometry of Banach spaces and measure theory, we introduce many specific Banach algebras from operator theory, harmonic analysis, and function theory and study their basic properties. Some of the questions dealt with in the book are: Whether the introduced Banach algebras are BSE-algebras, whether they have BSE norms, whether they have the separating ball property or some variant of it, and whether they are Arens regular. The book contains quite a few new results, as well as new proofs of a good many known results.The book is intended for those who are preparing to work in Banach algebras or who have been doing research in related areas.

Banach Limit and Applications

by Gokulananda Das Sudarsan Nanda

Banach Limits and Applications provides all the results in the area of Banach limit, its extensions, generalizations and applications to various fields in one go (as far as possible). All the results in this field, after Banach introduced this concept in the year 1932 , are scattered till now. Sublinear functionals generating and dominating Banach Limit, unique Branch Limit (almost convergence), invariant means and invariant limits, absolute and strong almost convergence, applications to ergodicity, law of large number, Fourier series, uniform distribution of sequences, uniform density, core theorems, functional Banach limits are discussed in this book. Discovery of functional analysis such as Hahn-Banach theorem, Banach-Steinhaus Theorem helped the researchers to develop a modern, rich and unified theory of sequence spaces by enveloping classical summability theory via matrix transformation and the topics related to sequence spaces arose from the concept of Banach limit are presented in this book. The unique features of this book are as follows: It contains all the results in this area at one place which are scattered till now. The book is first of its kinds in the sense that there is no other competitive book . The contents of this monograph did not appear in any book form before. The audience of this book are the researchers in this area, the Ph.D. and advanced Masters students. The book is suitable for one or two semester course work for Ph. D. students, M.S. Students of North America and Europe, M. Phil and Masters Students of India.

Banach Space Theory: The Basis for Linear and Nonlinear Analysis (CMS Books in Mathematics)

by Marián Fabian Vicente Montesinos Petr Habala Václav Zizler Petr Hájek

Banach spaces provide a framework for linear and nonlinear functional analysis, operator theory, abstract analysis, probability, optimization and other branches of mathematics. This book introduces the reader to linear functional analysis and to related parts of infinite-dimensional Banach space theory. Key Features: - Develops classical theory, including weak topologies, locally convex space, Schauder bases and compact operator theory - Covers Radon-Nikodým property, finite-dimensional spaces and local theory on tensor products - Contains sections on uniform homeomorphisms and non-linear theory, Rosenthal's L1 theorem, fixed points, and more - Includes information about further topics and directions of research and some open problems at the end of each chapter - Provides numerous exercises for practice The text is suitable for graduate courses or for independent study. Prerequisites include basic courses in calculus and linear. Researchers in functional analysis will also benefit for this book as it can serve as a reference book.

Banach Spaces of Analytic Functions

by Kenneth Hoffman

A classic of pure mathematics, this advanced graduate-level text explores the intersection of functional analysis and analytic function theory. Close in spirit to abstract harmonic analysis, it is confined to Banach spaces of analytic functions in the unit disc.The author devotes the first four chapters to proofs of classical theorems on boundary values and boundary integral representations of analytic functions in the unit disc, including generalizations to Dirichlet algebras. The fifth chapter contains the factorization theory of Hp functions, a discussion of some partial extensions of the factorization, and a brief description of the classical approach to the theorems of the first five chapters. The remainder of the book addresses the structure of various Banach spaces and Banach algebras of analytic functions in the unit disc.Enhanced with 100 challenging exercises, a bibliography, and an index, this text belongs in the libraries of students, professional mathematicians, as well as anyone interested in a rigorous, high-level treatment of this topic.

Banach Spaces of Continuous Functions as Dual Spaces (CMS Books in Mathematics)

by Jr. H. G. Dales F. K. Dashiell A.T.-M. Lau D. Strauss

Thisbook gives a coherent account of the theory of Banach spaces and Banachlattices, using the spaces C_0(K) of continuous functions on a locallycompact space K as the main example. The study of C_0(K) has beenan important area of functional analysis for many years. It gives severalnew constructions, some involving Boolean rings, of this space as well as many results on theStonean space of Boolean rings. The book also discusses when Banach spaces of continuous functions aredual spaces and when they are bidual spaces.

The Banach-Tarski Paradox (Encyclopedia Of Mathematics And Its Applications Ser. #163)

by Stan Wagon Grzegorz Tomkowicz

The Banach Tarski paradox is a most striking mathematical construction: it asserts that a solid ball may be taken apart into finitely many pieces that can be rearranged using rigid motions to form a ball twice as large as the original. This volume explores the consequences of the paradox for measure theory and its connections with group theory, geometry, and logic. It unifies the results of contemporary research on the paradox and presents several new results including some unusual paradoxes in hyperbolic space. It also provides up-to-date proofs and discusses many unsolved problems. "

Bangladesh: Technical Assistance Report-residential Property Price Indices Mission (Imf Staff Country Reports)

by International Monetary Fund. Statistics Dept.

A report from the International Monetary Fund.

Bank Management and Control: Strategy, Pricing, Capital and Risk Management (Management for Professionals)

by Johannes Wernz

This book discusses risk management, product pricing, capital management and Return on Equity comprehensively and seamlessly. Strategic planning, including the required quantitative methods, is an essential part of bank management and control. A thorough introduction to the advanced methods of risk management for Credit Risk, Counterparty Credit Risk, Market Risk, Operational Risk and Risk Aggregation is provided. In addition, directly applicable concepts and data such as macroeconomic scenarios for strategic planning and stress testing as well as detailed scenarios for Operational Risk and advanced concepts for Credit Risk are presented in straightforward language. The book highlights the implications and chances of the Basel III and Basel IV implementations (2022 onwards), especially in terms of capital management and Return on Equity. A wealth of essential background information from practice, international observations and comparisons, along with numerous illustrative examples, make this book a useful resource for established and future professionals in bank management, risk management, capital management, controlling and accounting.

The Banking Crisis Handbook

by Greg N. Gregoriou

Explores the Origin of the Recent Banking Crisis and how to Preclude Future CrisesShedding new light on the recent worldwide banking debacle, The Banking Crisis Handbook presents possible remedies as to what should have been done prior, during, and after the crisis. With contributions from well-known academics and professionals, the book contains e

Banking Math (Math 24/7)

by Helen Thompson

If you've ever gotten a check for your birthday or saved money for something you wanted to buy, you've seen that even a little money can mean a lot of math. Understanding the math behind money and banking can help you save and spend wisely, even if you don't have much. In Banking Math, you'll learn about the numbers and arithmetic that are part of everyday life. Whether you're buying something at the store or saving for a vacation, math is a huge part of everyday life.

Banking Systems Simulation: Theory, Practice, and Application of Modeling Shocks, Losses, and Contagion

by Stefano Zedda

Presents information sources and methodologies for modeling and simulating banking system stability Combining both academic and institutional knowledge and experience, Banking Systems Simulation: Theory, Practice, and Application of Modeling Shocks, Losses, and Contagion presents banking system risk modeling clearly within a theoretical framework. Written from the global financial perspective, the book explores single bank risk, common bank exposures, and contagion, and how these apply on a systemic level. Zedda approaches these simulation methods logically by providing the basic building blocks of modeling and simulation, and then delving further into the individual techniques that make up a systems model. In addition, the author provides clear and detailed explanations of the foundational research into the mathematical and legal concepts used to analyze banking risk problems, measures and data for representing the main banking risk sources, and the major problems researchers are likely to encounter. There are numerous software descriptions throughout, with references and tools to help readers gain a proper understanding of the presented techniques and possibly develop new applications and research. The book concludes with an appendix that features real-world datasets and models. In addition, this book: • Provides a comprehensive overview of methods for analyzing models and simulating risk for banking and financial systems • Provides a clear presentation of the technical and legal concepts used in banking regulation • Presents unique insights from an expert’s perspective, with specific coverage of assessing risks and developing what-if analyses at the systems level • Concludes with a discussion of applications, including banking systems regulation what-if tests, cost-benefit analysis, evaluations of banking systems stability effects on public finances, dimensioning, and risk-based contributions for Deposit Guarantee Schemes (DGS) and Resolution Funds Banking Systems Simulation: Theory, Practice, and Application of Modeling Shocks, Losses, and Contagion is ideal for banking researchers focusing on computational methods of analysis as well as an appropriate reference for graduate-level students in banking, finance, and computational methods. Stefano Zedda is Researcher in Financial Mathematics at the University of Cagliari in Italy and qualified as associate professor in banking and corporate finance. His research is mainly focused on quantitative analyses for banking and finance, with a particular focus on banking systems modeling and simulation. In 2008, Zedda developed the mathematical modeling and software implementation of the Systemic Model for Banking Originated Losses (SYMBOL), further developed during his activity at the European Commission. The Commission subsequently adopted it as a standard tool for testing banking regulation proposals. Stefano Zedda’s research interests include banking, financial mathematics, and statistics, specifically simulation of banking and financial systems stability, banking regulation impact assessment, and interactive agent simulation.

Bankruptcy Prediction through Soft Computing based Deep Learning Technique

by Arindam Chaudhuri Soumya K. Ghosh

This book proposes complex hierarchical deep architectures (HDA) for predicting bankruptcy, a topical issue for business and corporate institutions that in the past has been tackled using statistical, market-based and machine-intelligence prediction models. The HDA are formed through fuzzy rough tensor deep staking networks (FRTDSN) with structured, hierarchical rough Bayesian (HRB) models. FRTDSN is formalized through TDSN and fuzzy rough sets, and HRB is formed by incorporating probabilistic rough sets in structured hierarchical Bayesian model. Then FRTDSN is integrated with HRB to form the compound FRTDSN-HRB model. HRB enhances the prediction accuracy of FRTDSN-HRB model. The experimental datasets are adopted from Korean construction companies and American and European non-financial companies, and the research presented focuses on the impact of choice of cut-off points, sampling procedures and business cycle on the accuracy of bankruptcy prediction models. The book also highlights the fact that misclassification can result in erroneous predictions leading to prohibitive costs to investors and the economy, and shows that choice of cut-off point and sampling procedures affect rankings of various models. It also suggests that empirical cut-off points estimated from training samples result in the lowest misclassification costs for all the models. The book confirms that FRTDSN-HRB achieves superior performance compared to other statistical and soft-computing models. The experimental results are given in terms of several important statistical parameters revolving different business cycles and sub-cycles for the datasets considered and are of immense benefit to researchers working in this area.

Bare-Bones R: A Brief Introductory Guide

by Dr Thomas P. Hogan

Bare-Bones R provides a practical, hands-on introduction to the elements of R and R Commander. Assuming no background in computer programming, author Thomas P. Hogan guides the novice in using these valuable tools for statistical analysis. The book walks the reader through steps for downloading and then works through examples of basic statistical processing. A Student Study Site contains downloadable data sets used in the text as well as selected updates for R.

The Bark Park (Math Matters)

by Lori Haskins Houran

Discover Math Matters! With over 15 million books sold worldwide, this award-winning series of easy-to-read books will help young readers ages 5-8 approach math with enthusiasm. Great for fans of MathStart or Step into Reading Math.Pups love the Bark Park, the best dog park around. Only one thing would make it better for everyone—a bench! But a bench isn&’t in the park budget. How can Lila and her friends raise the money? With a dog wash! They reach 25% of the goal, then 50%, until . . . a sudden shower threatens to make the dog wash a 100% washout! With engaging stories that connect math to kids&’ everyday lives, each book in the Teachers&’ Choice Award-winning Math Matters series focuses on a single concept and reinforces math vocabulary and skills. Bonus activities in the back of each book feature math and reading comprehension questions, and even more free activities online add to the fun! (Math topic: Percentages)

Barriers and Opportunities for 2-Year and 4-Year STEM Degrees: Systemic Change to Support Students’ Diverse Pathways

by National Academies of Sciences Engineering Medicine

Nearly 40 percent of the students entering 2- and 4-year postsecondary institutions indicated their intention to major in science, technology, engineering, and mathematics (STEM) in 2012. But the barriers to students realizing their ambitions are reflected in the fact that about half of those with the intention to earn a STEM bachelor’s degree and more than two-thirds intending to earn a STEM associate’s degree fail to earn these degrees 4 to 6 years after their initial enrollment. Many of those who do obtain a degree take longer than the advertised length of the programs, thus raising the cost of their education. Are the STEM educational pathways any less efficient than for other fields of study? How might the losses be “stemmed” and greater efficiencies realized? These questions and others are at the heart of this study. Barriers and Opportunities for 2-Year and 4-Year STEM Degrees reviews research on the roles that people, processes, and institutions play in 2-and 4-year STEM degree production. This study pays special attention to the factors that influence students’ decisions to enter, stay in, or leave STEM majors—quality of instruction, grading policies, course sequences, undergraduate learning environments, student supports, co-curricular activities, students’ general academic preparedness and competence in science, family background, and governmental and institutional policies that affect STEM educational pathways. Because many students do not take the traditional 4-year path to a STEM undergraduate degree, Barriers and Opportunities describes several other common pathways and also reviews what happens to those who do not complete the journey to a degree. This book describes the major changes in student demographics; how students, view, value, and utilize programs of higher education; and how institutions can adapt to support successful student outcomes. In doing so, Barriers and Opportunities questions whether definitions and characteristics of what constitutes success in STEM should change. As this book explores these issues, it identifies where further research is needed to build a system that works for all students who aspire to STEM degrees. The conclusions of this report lay out the steps that faculty, STEM departments, colleges and universities, professional societies, and others can take to improve STEM education for all students interested in a STEM degree.

Barron's AP Calculus, 14th edition: The Best Test Preparation For The Advanced Placement Examination (Advanced Placement (ap) Test Preparation Ser.)

by David Bock M.S. Ed. Dennis Donovan Shirley O. Hockett

Both Calculus AB and Calculus BC are covered in this comprehensive AP test preparation manual, which has been updated to align with the new curriculum framework taking effect for the 2017 AP Calculus AB and BC exams. The book’s main features include: Four practice exams in Calculus AB and four more in Calculus BC, modified to reflect the new exam formatAll test questions answered with solutions explainedA detailed subject review covering topics for both examsAdvice to students on efficient use of their graphing calculatorsBONUS ONLINE PRACTICE TEST: Students who purchase this book will also get FREE access to one additional full-length online AP Calculus test with all questions answered and explained.

Barron's AP Statistics (7th Edition)

by Marty Sternstein

This manual's in-depth preparation for the AP Statistics exam features the 35 absolutely best AP Statistics exam hints found anywhere, and includes: A diagnostic test and five full-length and up-to-date practice exams, All test questions answered and explained. Additional multiple-choice and free-response questions with answers, A 15-chapter subject review, covering all test topics and divided into four themes: Exploratory Analysis, Planning a Study, Probability, and Statistical Inference The book also offers a guide to basic uses of TI-83/TI-84 calculators.

Barron's AP Statistics, 9th edition

by Martin Sternstein

This manual's in-depth preparation for the AP Statistics exam features the 35 absolutely best AP Statistics exam hints found anywhere, and includes:A diagnostic test and five full-length and up-to-date practice examsAll test questions answered and explainedAdditional multiple-choice and free-response questions with answersA 14-chapter subject review, covering all test topicsA new review chapter highlighting statistical insights into social issuesa new chapter on the Investigative Task, which counts as one-eighth of the examA guide to basic uses of TI, Casio, and HP graphing calculatorsBONUS ONLINE PRACTICE TEST: Students who purchase this book will also get FREE access to one additional full-length online AP Statistics test with all questions answered and explained.

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