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The Foundations of Modern Time Series Analysis

The Foundations of Modern Time Series Analysis Author Terence C. Mills
ISBN-10 9780230305021
Release 2011-06-29
Pages 461
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This book develops the analysis of Time Series from its formal beginnings in the 1890s through to the publication of Box and Jenkins' watershed publication in 1970, showing how these methods laid the foundations for the modern techniques of Time Series analysis that are in use today.



A Very British Affair

A Very British Affair Author T. Mills
ISBN-10 9781137291264
Release 2012-11-27
Pages 437
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This book develops the major themes of time series analysis from its formal beginnings in the early part of the 20th century to the present day through the research of six distinguished British statisticians, all of whose work is characterised by the British traits of pragmatism and the desire to solve practical problems of importance.



Unit Root Tests in Time Series Volume 2

Unit Root Tests in Time Series Volume 2 Author K. Patterson
ISBN-10 9781137003317
Release 2012-07-05
Pages 550
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Testing for a Unit Root is now an essential part of time series analysis but the literature on the topic is so large that knowing where to start is difficult even for the specialist. This book provides a way into the techniques of unit root testing, explaining the pitfalls and nonstandard cases, using practical examples and simulation analysis.



Analysing Economic Data

Analysing Economic Data Author T. Mills
ISBN-10 9781137401908
Release 2013-12-10
Pages 297
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Covers the key issues required for students wishing to understand and analyse the core empirical issues in economics. It focuses on descriptive statistics, probability concepts and basic econometric techniques and has an accompanying website that contains all the data used in the examples and provides exercises for undertaking original research.



Spatial Econometrics

Spatial Econometrics Author J Paul Elhorst
ISBN-10 9783642403408
Release 2013-09-30
Pages 119
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​This book provides an overview of three generations of spatial econometric models: models based on cross-sectional data, static models based on spatial panels and dynamic spatial panel data models. The book not only presents different model specifications and their corresponding estimators, but also critically discusses the purposes for which these models can be used and how their results should be interpreted.



Applied Econometrics

Applied Econometrics Author Dimitrios Asteriou
ISBN-10 9781137415479
Release 2015-10-12
Pages 552
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The third edition of Applied Econometrics builds on the success of the popular previous editions. It takes an intuitive, hands-on approach to presenting fundamental concepts in modern econometrics and carefully guides the reader through them. Step-by-step instructions for all econometric tests and methods of estimation are provided, as well as ways in which to interpret the results. This makes it an ideal companion for students new to the subject, or for those requiring a 'refresher'. Applied Econometrics third edition includes: • Thorough updates of all material in the book • More finance applications • A brand new Chapter 20: Time Varying Coefficient Models: A new way of estimating bias free parameters This is an indispensable textbook for undergraduate and Master's economics or finance students taking a course in applied econometrics.



Climate Time Series Analysis

Climate Time Series Analysis Author Manfred Mudelsee
ISBN-10 9048194822
Release 2010-08-26
Pages 474
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Climate is a paradigm of a complex system. Analysing climate data is an exciting challenge, which is increased by non-normal distributional shape, serial dependence, uneven spacing and timescale uncertainties. This book presents bootstrap resampling as a computing-intensive method able to meet the challenge. It shows the bootstrap to perform reliably in the most important statistical estimation techniques: regression, spectral analysis, extreme values and correlation. This book is written for climatologists and applied statisticians. It explains step by step the bootstrap algorithms (including novel adaptions) and methods for confidence interval construction. It tests the accuracy of the algorithms by means of Monte Carlo experiments. It analyses a large array of climate time series, giving a detailed account on the data and the associated climatological questions. This makes the book self-contained for graduate students and researchers.



The General Theory of Employment Interest and Money

The General Theory of Employment  Interest  and Money Author John Maynard Keynes
ISBN-10 9783319703442
Release 2018-07-20
Pages 404
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This book was originally published by Macmillan in 1936. It was voted the top Academic Book that Shaped Modern Britain by Academic Book Week (UK) in 2017, and in 2011 was placed on Time Magazine's top 100 non-fiction books written in English since 1923. Reissued with a fresh Introduction by the Nobel-prize winner Paul Krugman and a new Afterword by Keynes’ biographer Robert Skidelsky, this important work is made available to a new generation. The General Theory of Employment, Interest and Money transformed economics and changed the face of modern macroeconomics. Keynes’ argument is based on the idea that the level of employment is not determined by the price of labour, but by the spending of money. It gave way to an entirely new approach where employment, inflation and the market economy are concerned. Highly provocative at its time of publication, this book and Keynes’ theories continue to remain the subject of much support and praise, criticism and debate. Economists at any stage in their career will enjoy revisiting this treatise and observing the relevance of Keynes’ work in today’s contemporary climate.



An Introduction To Applied Econometrics

An Introduction To Applied Econometrics Author Kerry Patterson
ISBN-10 0312235135
Release 2000-10-13
Pages 797
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Covering the essential elements of the subject of econometrics, the author also introduces and explains techniques that are now widely used in applied work, although rarely introduced in detail in non-specialist texts, such as integrated time series, cointegration, simulation analysis, Johansen's Approach to multivariate co-integration and ARCH. The author explains the central distinction between stationary and nonstationary time series, which is of crucial importance in many areas of analysis, especially in macroeconomics and financial economics.



Palgrave Handbook of Econometrics

Palgrave Handbook of Econometrics Author T. Mills
ISBN-10 9780230244405
Release 2009-06-25
Pages 1385
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Following theseminal Palgrave Handbook of Econometrics: Volume I , this second volume brings together the finestacademicsworking in econometrics today andexploresapplied econometrics, containing contributions onsubjects includinggrowth/development econometrics and applied econometrics and computing.



Spatial Econometrics

Spatial Econometrics Author Harry Kelejian
ISBN-10 9780128133927
Release 2017-07-20
Pages 458
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Spatial Econometrics provides a modern, powerful and flexible skillset to early career researchers interested in entering this rapidly expanding discipline. It articulates the principles and current practice of modern spatial econometrics and spatial statistics, combining rigorous depth of presentation with unusual depth of coverage. Introducing and formalizing the principles of, and ‘need’ for, models which define spatial interactions, the book provides a comprehensive framework for almost every major facet of modern science. Subjects covered at length include spatial regression models, weighting matrices, estimation procedures and the complications associated with their use. The work particularly focuses on models of uncertainty and estimation under various complications relating to model specifications, data problems, tests of hypotheses, along with systems and panel data extensions which are covered in exhaustive detail. Extensions discussing pre-test procedures and Bayesian methodologies are provided at length. Throughout, direct applications of spatial models are described in detail, with copious illustrative empirical examples demonstrating how readers might implement spatial analysis in research projects. Designed as a textbook and reference companion, every chapter concludes with a set of questions for formal or self--study. Finally, the book includes extensive supplementing information in a large sample theory in the R programming language that supports early career econometricians interested in the implementation of statistical procedures covered. Combines advanced theoretical foundations with cutting-edge computational developments in R Builds from solid foundations, to more sophisticated extensions that are intended to jumpstart research careers in spatial econometrics Written by two of the most accomplished and extensively published econometricians working in the discipline Describes fundamental principles intuitively, but without sacrificing rigor Provides empirical illustrations for many spatial methods across diverse field Emphasizes a modern treatment of the field using the generalized method of moments (GMM) approach Explores sophisticated modern research methodologies, including pre-test procedures and Bayesian data analysis



The Foundations of Behavioral Economic Analysis

The Foundations of Behavioral Economic Analysis Author Sanjit Dhami
ISBN-10 9780191087332
Release 2016-12-01
Pages 1798
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This is the first definitive introduction to behavioral economics aimed at advanced undergraduate and postgraduate students. Authoritative, cutting edge, yet accessible, it guides the reader through theory and evidence, providing engaging and relevant applications throughout. It is divided into nine parts and 24 chapters: Part I is on behavioral economics of risk, uncertainty, and ambiguity. The evidence against expected utility theory is examined, and the behavioral response is outlined; the best empirically supported theory is prospect theory. Part II considers other-regarding preferences. The evidence from experimental games on human sociality is given, followed by models and applications of inequity aversion, intentions based reciprocity, conditional cooperation, human virtues, and social identity. Part III is on time discounting. It considers the evidence against the exponential discounted utility model and describes several behavioral models such as hyperbolic discounting, attribute based models and the reference time theory. Part IV describes the evidence on classical game theory and considers several models of behavioral game theory, including level-k and cognitive hierarchy models, quantal response equilibrium, and psychological game theory. Part V considers behavioral models of learning that include evolutionary game theory, classical models of learning, experience weighted attraction model, learning direction theory, and stochastic social dynamics. Part VI studies the role of emotions; among other topics it considers projection bias, temptation preferences, happiness economics, and interaction between emotions and cognition. Part VII considers bounded rationality. The three main topics considered are judgment heuristics and biases, mental accounting, and behavioral finance. Part VIII considers behavioral welfare economics; the main topics are soft paternalism, and choice-based measures of welfare. Finally, Part IX gives an abbreviated taster course in neuroeconomics.



Introduction to Time Series Analysis

Introduction to Time Series Analysis Author Mark Pickup
ISBN-10 9781483324548
Release 2014-10-15
Pages 232
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Introducing time series methods and their application in social science research, this practical guide to time series models is the first in the field written for a non-econometrics audience. Giving readers the tools they need to apply models to their own research, Introduction to Time Series Analysis, by Mark Pickup, demonstrates the use of—and the assumptions underlying—common models of time series data including finite distributed lag; autoregressive distributed lag; moving average; differenced data; and GARCH, ARMA, ARIMA, and error correction models. “This volume does an excellent job of introducing modern time series analysis to social scientists who are already familiar with basic statistics and the general linear model.” —William G. Jacoby, Michigan State University



Experimetrics

Experimetrics Author Peter G. Moffatt
ISBN-10 9781137456595
Release 2015-12-04
Pages 496
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Experimetrics is an essential guide to discovering new and more illuminating ways to analyse experimental econometric data. Peter Moffatt, one of the world's experts in the field, covers a range of techniques: from the familiar, such as treatment testing, to lesser known ones such as finite mixture models and the method of maximum simulated likelihood. The book takes a hands-on approach by explaining STATA commands in detail. In addition, difficult problems inherent in the methodology are addressed, such as the parametric estimation of social preference models, quantal response models, and learning models. An indispensable book for researchers and advanced students in experimental and behavioural economics who want to come to grips with the field of Experimetrics. The companion website www.palgrave.com/moffatt contains: – all data sets (in Stata format) used as examples in the book; – an executable Stata 'do-file' containing stata commands and programs used in examples; and – an Excel file containing some Excel calculations presented in the text



A Course in Behavioral Economics

A Course in Behavioral Economics Author Erik Angner
ISBN-10 9781137017512
Release 2012-04-27
Pages 272
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A Course in Behavioral Economics is a concise and reader-friendly introduction to one of the most influential areas of economics today. Covering all core areas of the subject, the book requires no advanced mathematics and is full of examples, exercises, and problems drawn from the fields of economics, management, marketing, political science, and public policy, among others. It is an ideal first textbook for students coming to behavioral economics from a wide range of disciplines, and would also appeal to the general reader looking for a thorough and readable introduction to the subject. Available to lecturers: access to an Instructor's Manual at www.palgrave.com/economics/angner, containing a sample syllabus, instructor guide, sample handouts and examinations, and PowerPoint slides.



Econometric Analysis of Model Selection and Model Testing

Econometric Analysis of Model Selection and Model Testing Author M. Ishaq Bhatti
ISBN-10 9781351941952
Release 2017-03-02
Pages 384
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In recent years econometricians have examined the problems of diagnostic testing, specification testing, semiparametric estimation and model selection. In addition researchers have considered whether to use model testing and model selection procedures to decide the models that best fit a particular dataset. This book explores both issues with application to various regression models, including the arbitrage pricing theory models. It is ideal as a reference for statistical sciences postgraduate students, academic researchers and policy makers in understanding the current status of model building and testing techniques.



The Econometric Modelling of Financial Time Series

The Econometric Modelling of Financial Time Series Author Terence C. Mills
ISBN-10 9781139470810
Release 2008-03-20
Pages 468
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Terence Mills' best-selling graduate textbook provides detailed coverage of research techniques and findings relating to the empirical analysis of financial markets. In its previous editions it has become required reading for many graduate courses on the econometrics of financial modelling. This third edition, co-authored with Raphael Markellos, contains a wealth of material reflecting the developments of the last decade. Particular attention is paid to the wide range of nonlinear models that are used to analyse financial data observed at high frequencies and to the long memory characteristics found in financial time series. The central material on unit root processes and the modelling of trends and structural breaks has been substantially expanded into a chapter of its own. There is also an extended discussion of the treatment of volatility, accompanied by a new chapter on nonlinearity and its testing.