Journal of Quantitative Economics
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Total Pages | : 392 |
Release | : 2004 |
Genre | : Econometrics |
ISBN | : |
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Author | : |
Publisher | : |
Total Pages | : 392 |
Release | : 2004 |
Genre | : Econometrics |
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Author | : |
Publisher | : |
Total Pages | : 208 |
Release | : 2000 |
Genre | : Developing countries |
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Author | : |
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Total Pages | : 212 |
Release | : 1998 |
Genre | : Developing countries |
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Total Pages | : 0 |
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Author | : V. Pandit |
Publisher | : Academic Foundation |
Total Pages | : 426 |
Release | : 2008 |
Genre | : Business & Economics |
ISBN | : 9788171886821 |
Presidential addresses delivered at the annual conferences of TIES.
Author | : Vikram Dayal |
Publisher | : Springer Nature |
Total Pages | : 323 |
Release | : 2020-02-03 |
Genre | : Mathematics |
ISBN | : 9811520356 |
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.
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Total Pages | : 560 |
Release | : 1917 |
Genre | : Economics |
ISBN | : |
Vol. 2-33 include Papers read at the annual conference of the Indian Economic Association.
Author | : Pami Dua |
Publisher | : Springer |
Total Pages | : |
Release | : 2019-10-05 |
Genre | : Business & Economics |
ISBN | : 9788132236924 |
Author | : Dilip M. Nachane |
Publisher | : Springer |
Total Pages | : 407 |
Release | : 2018-11-02 |
Genre | : Business & Economics |
ISBN | : 8132239202 |
The thought-provoking book presents alternative viewpoints to mainstream macroeconomic theory, questions conventional policy wisdom and suggests a systematic re-orientation of current macroeconomic and financial regulatory policies in India. The New Consensus Macroeconomics (NCM), which established itself in the 1980s as mainstream macroeconomics, essentially represents an “uneasy truce” between two dominant schools of economic thought viz. New Classical and Neo-Keynesian economics. The NCM sets the tone for much of the macroeconomic (especially monetary) policy followed by the advanced economies in the period of the Great Moderation (1990–2005). The recent global crisis has posed a major challenge to the NCM as empirical models based on the NCM failed to anticipate the occurrence of the crisis and later its extent and severity. The above considerations constitute the underpinnings of this book, which addresses the theoretical controversies within a general context and their policy implications for India. The authors’ analysis leads to a somewhat critical assessment of the financial sector policies followed in India since the initiation of reforms in 1991. This makes the book a valuable resource not only for researchers working in this area, but also for policy makers.