Author:
Publisher:
ISBN:
Category : Developing countries
Languages : en
Pages : 212
Book Description
Indian Journal of Quantitative Economics
Quantitative Economics with R
Author: Vikram Dayal
Publisher: Springer Nature
ISBN: 9811520356
Category : Mathematics
Languages : en
Pages : 323
Book Description
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.
Publisher: Springer Nature
ISBN: 9811520356
Category : Mathematics
Languages : en
Pages : 323
Book Description
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.
Income Elasticity and Economic Development
Author: M. Ohidul Haque
Publisher: Springer Science & Business Media
ISBN: 9780387242927
Category : Business & Economics
Languages : en
Pages : 288
Book Description
This volume is mainly concerned with methods of estimating income elasticity. It is connected with economic development that can be achieved by reducing income inequality, a highly relevant subject in today’s world for a wide range of policy areas.
Publisher: Springer Science & Business Media
ISBN: 9780387242927
Category : Business & Economics
Languages : en
Pages : 288
Book Description
This volume is mainly concerned with methods of estimating income elasticity. It is connected with economic development that can be achieved by reducing income inequality, a highly relevant subject in today’s world for a wide range of policy areas.
Aggregate Demand and Supply
Author: B. Bhaskara Rao
Publisher: Springer
ISBN: 1349262935
Category : Business & Economics
Languages : en
Pages : 240
Book Description
'I wish Professor Rao and his collaborators every success in ensuring that future generations of students do not have to put up with logically incoherent foundations to their understanding of modern economic systems' - G.C. Harcourt, Jesus College, Cambridge There is now an increasing realisation that the popular textbook macroeconomic model of aggregate demand and supply is logically incorrect. While there is a broad agreement among the critiques on these logical flaws there has been no such agreement on how the basic textbook macromodel should be modified. The essays in this volume contain very promising alternative models which will significantly influence the way macroeconomics will be taught in the future.
Publisher: Springer
ISBN: 1349262935
Category : Business & Economics
Languages : en
Pages : 240
Book Description
'I wish Professor Rao and his collaborators every success in ensuring that future generations of students do not have to put up with logically incoherent foundations to their understanding of modern economic systems' - G.C. Harcourt, Jesus College, Cambridge There is now an increasing realisation that the popular textbook macroeconomic model of aggregate demand and supply is logically incorrect. While there is a broad agreement among the critiques on these logical flaws there has been no such agreement on how the basic textbook macromodel should be modified. The essays in this volume contain very promising alternative models which will significantly influence the way macroeconomics will be taught in the future.
International Journal of Development Research and Quantitative Technique: Vol.1, No.1
Author:
Publisher: Universal-Publishers
ISBN: 1612335403
Category :
Languages : en
Pages : 109
Book Description
Publisher: Universal-Publishers
ISBN: 1612335403
Category :
Languages : en
Pages : 109
Book Description
Digital Libraries
Author: N. M. Malwad
Publisher: Taylor & Francis
ISBN: 9788122408980
Category : Digital libraries
Languages : en
Pages : 354
Book Description
As The Range And Extent Of Information Increase So Do The Problems Of Their Identification, Extraction (Dissemination), And Optimal Use (Service). The New Technological Inventions, Including Computers, Are Coming Handy To The Aid Of Librarians And Information Managers In This Endeavour. The Availability Of Low-Priced Mini-Computers In The 1980S Has Encouraged A Large Number Of Libraries And Information Centres To Automate Their Activities And Services.This Timely Publication Makes An Effort To Teach Librarians, Information Workers And Students Of Library Science, Who Have No Mathematical Background And No Computer Knowledge, The Uses Of Computers And Its Applicability To Various Activities In Libraries, So That They Can Adopt The Use Of Computers To Their Routine Work. * Introduction * The Machine * Software * Library Automation * Computerizing The Library * Information Services And Computers * Telecommunication And Networking.
Publisher: Taylor & Francis
ISBN: 9788122408980
Category : Digital libraries
Languages : en
Pages : 354
Book Description
As The Range And Extent Of Information Increase So Do The Problems Of Their Identification, Extraction (Dissemination), And Optimal Use (Service). The New Technological Inventions, Including Computers, Are Coming Handy To The Aid Of Librarians And Information Managers In This Endeavour. The Availability Of Low-Priced Mini-Computers In The 1980S Has Encouraged A Large Number Of Libraries And Information Centres To Automate Their Activities And Services.This Timely Publication Makes An Effort To Teach Librarians, Information Workers And Students Of Library Science, Who Have No Mathematical Background And No Computer Knowledge, The Uses Of Computers And Its Applicability To Various Activities In Libraries, So That They Can Adopt The Use Of Computers To Their Routine Work. * Introduction * The Machine * Software * Library Automation * Computerizing The Library * Information Services And Computers * Telecommunication And Networking.
Economic Reform and Dvelopment
Author: K. S. Dhindsa
Publisher: Concept Publishing Company
ISBN: 9788180692734
Category : Business & Economics
Languages : en
Pages : 432
Book Description
Papers presented at the Seminar: Emerging Trends in Indian Economy, held at Amritsar during 28-29 March 1997 and Seminar: Economic Reforms in India, held at Jalandhar during 3-4 April 1998.
Publisher: Concept Publishing Company
ISBN: 9788180692734
Category : Business & Economics
Languages : en
Pages : 432
Book Description
Papers presented at the Seminar: Emerging Trends in Indian Economy, held at Amritsar during 28-29 March 1997 and Seminar: Economic Reforms in India, held at Jalandhar during 3-4 April 1998.
Finite Sample Econometrics
Author: Aman Ullah
Publisher: Oxford University Press
ISBN: 0198774478
Category : Business & Economics
Languages : en
Pages : 241
Book Description
This text provides a comprehensive treatment of finite sample statistics and econometrics. Within this framework, the book discusses the basic analytical tools of finite sample econometrics and explores their applications to models covered in a first year graduate course in econometrics.
Publisher: Oxford University Press
ISBN: 0198774478
Category : Business & Economics
Languages : en
Pages : 241
Book Description
This text provides a comprehensive treatment of finite sample statistics and econometrics. Within this framework, the book discusses the basic analytical tools of finite sample econometrics and explores their applications to models covered in a first year graduate course in econometrics.
India in a Globalising World
Author: Rokkam Radhakrishna
Publisher: Academic Foundation
ISBN: 9788171885169
Category : Business & Economics
Languages : en
Pages : 542
Book Description
Chennamaneni H. Hanumantha Rao, b. 1929, Indian economist; revised version of papers presented at a seminar held at Hyderabad, during 16-17 November 2004.
Publisher: Academic Foundation
ISBN: 9788171885169
Category : Business & Economics
Languages : en
Pages : 542
Book Description
Chennamaneni H. Hanumantha Rao, b. 1929, Indian economist; revised version of papers presented at a seminar held at Hyderabad, during 16-17 November 2004.
Theory, Measurement, and Policy
Author: V. Pandit
Publisher: Academic Foundation
ISBN: 9788171886821
Category : Business & Economics
Languages : en
Pages : 426
Book Description
Presidential addresses delivered at the annual conferences of TIES.
Publisher: Academic Foundation
ISBN: 9788171886821
Category : Business & Economics
Languages : en
Pages : 426
Book Description
Presidential addresses delivered at the annual conferences of TIES.