Quantitative Eco Nomics
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Quantitative Economics With R
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Author : Vikram Dayal
language : en
Publisher: Springer
Release Date : 2021-02-04
Quantitative Economics With R written by Vikram Dayal and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-04 with Mathematics categories.
This book provides a contemporary treatment of quantitative economics, with a focus on data science. The book introduces the reader to R and RStudio, and uses expert Hadley Wickham’s tidyverse package for different parts of the data analysis workflow. After a gentle introduction to R code, the reader’s R skills are gradually honed, with the help of “your turn” exercises. At the heart of data science is data, and the book equips the reader to import and wrangle data, (including network data). Very early on, the reader will begin using the popular ggplot2 package for visualizing data, even making basic maps. The use of R in understanding functions, simulating difference equations, and carrying out matrix operations is also covered. The book uses Monte Carlo simulation to understand probability and statistical inference, and the bootstrap is introduced. Causal inference is illuminated using simulation, data graphs, and R code for applications with real economic examples, covering experiments, matching, regression discontinuity, difference-in-difference, and instrumental variables. The interplay of growth related data and models is presented, before the book introduces the reader to time series data analysis with graphs, simulation, and examples. Lastly, two computationally intensive methods—generalized additive models and random forests (an important and versatile machine learning method)—are introduced intuitively with applications. The book will be of great interest to economists—students, teachers, and researchers alike—who want to learn R. It will help economics students gain an intuitive appreciation of applied economics and enjoy engaging with the material actively, while also equipping them with key data science skills.
Quantitative Economics In China A Thirty Year Review
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Author : Shouyi Zhang
language : en
Publisher: World Scientific
Release Date : 2015-12-21
Quantitative Economics In China A Thirty Year Review written by Shouyi Zhang and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-21 with Business & Economics categories.
This book provides a comprehensive overview of the fruitful achievement of China's Quantitative Economics during the past 30 years, assembling pioneering contributions of prominent quantitative economists in China. It chronicles significant events and the detailed evolution of Quantitative Economics in China. This well-organized book is a must-have for scholars to get a full picture of the status quo, and identify possible research gaps.
Advanced Lectures In Quantitative Economics
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Author : Frederick van Der Ploeg
language : en
Publisher: Academic Press
Release Date : 2014-05-01
Advanced Lectures In Quantitative Economics written by Frederick van Der Ploeg and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-01 with Business & Economics categories.
Advanced Lectures in Quantitative Economics summarizes some of the efforts of a second-phase program for first-rate candidates with a Master's degree in economics who wish to continue with a doctoral degree in quantitative economics. This book is organized into three main topics—macroeconomics, microeconomics, and econometrics. This text specifically discusses the Neo-Keynesian macroeconomics in an open economy, international coordination of monetary policies under alternative exchange-rate regimes, and prospects for global trade imbalances. The post-war developments in labor economics, introduction to overlapping generation models, and measurement of expectations and direct tests of the REH are also elaborated. This monograph likewise covers the dynamic econometric modeling of decisions under uncertainty and fundamental bordered matrix of linear estimation. This publication is a good reference for students and specialists interested in quantitative economics.
Quantitative Methods For Business And Economics
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Author : Adil H. Mouhammed
language : en
Publisher: Routledge
Release Date : 2015-04-08
Quantitative Methods For Business And Economics written by Adil H. Mouhammed and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-04-08 with Business & Economics categories.
This book provides a brief yet rigorous introduction to various quantitative methods used in economic decision-making. It has no prerequisites other than high school algebra. The book begins with matrix algebra and calculus, which are then used in the book's core modes. Once the reader grasps matrix theory and calculus, the quantitative models can be understood easily, and for each model there are many solved examples related to business and economic applications.
Dynamic Economics
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Author : Jerome Adda
language : en
Publisher: MIT Press
Release Date : 2003-08-29
Dynamic Economics written by Jerome Adda and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-08-29 with Business & Economics categories.
An integrated approach to the empirical application of dynamic optimization programming models, for students and researchers. This book is an effective, concise text for students and researchers that combines the tools of dynamic programming with numerical techniques and simulation-based econometric methods. Doing so, it bridges the traditional gap between theoretical and empirical research and offers an integrated framework for studying applied problems in macroeconomics and microeconomics. In part I the authors first review the formal theory of dynamic optimization; they then present the numerical tools and econometric techniques necessary to evaluate the theoretical models. In language accessible to a reader with a limited background in econometrics, they explain most of the methods used in applied dynamic research today, from the estimation of probability in a coin flip to a complicated nonlinear stochastic structural model. These econometric techniques provide the final link between the dynamic programming problem and data. Part II is devoted to the application of dynamic programming to specific areas of applied economics, including the study of business cycles, consumption, and investment behavior. In each instance the authors present the specific optimization problem as a dynamic programming problem, characterize the optimal policy functions, estimate the parameters, and use models for policy evaluation. The original contribution of Dynamic Economics: Quantitative Methods and Applications lies in the integrated approach to the empirical application of dynamic optimization programming models. This integration shows that empirical applications actually complement the underlying theory of optimization, while dynamic programming problems provide needed structure for estimation and policy evaluation.
Quantitative Methods For Economists
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Author : R. Veerachamy
language : en
Publisher: New Age International
Release Date : 2008
Quantitative Methods For Economists written by R. Veerachamy and has been published by New Age International this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with categories.
About the Book: The revised second edition thoroughly explains the basic methods and techniques involved in mathematical analysis of economic phenomena. Statistical methods have been emphasized. Numerous new concepts, solved examples and illustrative practice problems have been included throughout the book. In addition, few new chapters have been added to enrich the quality of text as well. About the Author: Dr. R. Veerachamy was formerly Professor and Chairman in the Department of Economics, Bangalore University, Bangalore. He has put in 37 years of teaching on Quantitative Techniques for both Economics and Management students. His book "Quantitative Methods for Economists" is a very popular text among student community all over the country. Since 1973 he is handling the paper "Quantitative Methods for Economists" for the postgraduate students in Bangalore University. He has obtained his MSc. degree in Mathematical Economics from Madurai Kamaraj University and also has MA Economics degree as well from the same University to his credit. He is a First Rank Gold Medalist in Econometrics. He received his Ph.D. in the area of International Economics from Bangalore University. He has contributed research papers/articles in several journals of repute. He has vast experience in curriculum development for both MA and MBA courses. Currently he is working as a Professor, Department of Management Studies, East Point College of Higher Education, Bangalore.
Quantitative Economics And Development
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Author : Lawrence Robert Klein
language : en
Publisher:
Release Date : 1980
Quantitative Economics And Development written by Lawrence Robert Klein and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980 with Business & Economics categories.
Quantitative Economics In China
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Author : Shouyi E. T. Al ZHANG
language : en
Publisher: World Scientific
Release Date : 2015-12-21
Quantitative Economics In China written by Shouyi E. T. Al ZHANG and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-21 with Business & Economics categories.
"This book provides a comprehensive overview of the fruitful achievement of China's Quantitative Economics during the past 30 years, assembling pioneering contributions of prominent quantitative economists in China. It chronicles significant events and the detailed evolution of Quantitative Economics in China. This well-organized book is a must-have for scholars to get a full picture of the status quo, and identify possible research gaps."--
Advances In Quantitative Economic Research
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Author : Nicholas Tsounis
language : en
Publisher: Springer Nature
Release Date : 2022-08-30
Advances In Quantitative Economic Research written by Nicholas Tsounis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-30 with Business & Economics categories.
This volume presents advanced quantitative methods and applications in economics with special interest in macroeconomics, microeconomics, financial economics, international economics, agricultural economics, and marketing and management. Featuring selected contributions from the 2021 International Conference of Applied Economics (ICOAE 2021) held in Heraklion Crete, Greece, this book provides country specific studies with potential applications in economic policy.
Qualitative Economics
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Author : Woodrow W. Clark II
language : en
Publisher: Springer Nature
Release Date : 2019-10-08
Qualitative Economics written by Woodrow W. Clark II and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-08 with Business & Economics categories.
This book provides a new paradigm of economics that is called Qualitative Economics. The authors take an approach to economics that is entirely different from the established neo-classical economics paradigm. Arguing that the basis of neo-classical economic theory with its focus on perfect information in a balanced equilibrium system of supply and demand is fundamentally flawed, the authors propose an inclusive philosophical and scientific perspective to explain economic structures and activities and how best to understand the dynamics of economics. Furthermore, the authors argue that a qualitative approach allows for greater understanding of not only the actors, actions and situations in economics, but also defines the context in which the more traditional quantitative and statistical methods are applied. The book includes case studies to further illustrate the applications of qualitative economics. Challenging orthodox paradigms and schools of economic thought, the book proposes a new way of looking at economics, and as such will be of use to researchers and students of economics, business, social sciences and the sciences as well as think tanks and advocacy groups interested in heterodox economics.