The book presents a comprehensive study of the impact of policy reforms on output, employment, and productivity growth across sectors of India since 1991. It showcases varied responses from different sectors as they faced different degrees of policy interventions, and challenges or opportunities as regards markets, technology, and availability of skills and other complementary resources. The book also discusses the contributions of the service sector on India's GDP and employment. The book throws light on the phenomena of rising inequality and persistent poverty which continues to shadow and be a hallmark of post-reform India, despite high economic growth. It underlines the failure of these reforms to bring about major change in social and economic organizations and institutions. The book's contents stress on the criticality of addressing these issues as they have a serious potential of jeopardizing the country's ability to maintain high growth momentum. With these pertinent topics, the book would be of interest not only to the research community, but also to policy makers and practitioners of various sectors addressed here.

This book introduces econometric analysis of cross section, time series and panel data with the application of statistical software. It serves as a basic text for those who wish to learn and apply econometric analysis in empirical research. The level of presentation is as simple as possible to make it useful for undergraduates as well as graduate students. It contains several examples with real data and Stata programmes and interpretation of the results. While discussing the statistical tools needed to understand empirical economic research, the book attempts to provide a balance between theory and applied research. Various concepts and techniques of econometric analysis are supported by carefully developed examples with the use of statistical software package, Stata 15.1, and assumes that the reader is somewhat familiar with the Strata software. The topics covered in this book are divided into four parts. Part I discusses introductory econometric methods for data analysis that economists and other social scientists use to estimate the economic and social relationships, and to test hypotheses about them, using real-world data. There are five chapters in this part covering the data management issues, details of linear regression models, the related problems due to violation of the classical assumptions. Part II discusses some advanced topics used frequently in empirical research with cross section data. In its three chapters, this part includes some specific problems of regression analysis. Part III deals with time series econometric analysis. It covers intensively both the univariate and multivariate time series econometric models and their applications with software programming in six chapters. Part IV takes care of panel data analysis in four chapters. Different aspects of fixed effects and random effects are discussed here. Panel data analysis has been extended by taking dynamic panel data models which are most suitable for macroeconomic research. The book is invaluable for students and researchers of social sciences, business, management, operations research, engineering, and applied mathematics.

The book presents a comprehensive study of the impact of policy reforms on output, employment, and productivity growth across sectors of India since 1991. It showcases varied responses from different sectors as they faced different degrees of policy interventions, and challenges or opportunities as regards markets, technology, and availability of skills and other complementary resources. The book also discusses the contributions of the service sector on India's GDP and employment. The book throws light on the phenomena of rising inequality and persistent poverty which continues to shadow and be a hallmark of post-reform India, despite high economic growth. It underlines the failure of these reforms to bring about major change in social and economic organizations and institutions. The book's contents stress on the criticality of addressing these issues as they have a serious potential of jeopardizing the country's ability to maintain high growth momentum. With these pertinent topics, the book would be of interest not only to the research community, but also to policy makers and practitioners of various sectors addressed here.