Skip to main content
Top

2022 | OriginalPaper | Chapter

Progress in Applied Econometrics in India: A Selective Review

Author : K. L. Krishna

Published in: Perspectives on Inclusive Policies for Development in India

Publisher: Springer Nature Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

During the past 25 years or so, econometrics has grown at a very rapid pace, and has come to play a major role in the development of the economics discipline. Palgrave's Handbook of Econometrics in two volumes: edited by Mills and patters on: volume I-Econometric Theory (2006) and Volume 2: Applied Econometrics (2009), each volume with 10 parts and 29 chapters bears testimony to the diversified growth of both econometric theory and applied econometrics. The symposium on Recent Ideas in Econometrics published in the Journal of Economic Perspectives, Spring 2017 issue covers 6 themes, one in Econometric Theory, 4 in Applied Econometrics, and one on undergraduate econometrics instruction. Applied Econometrics has received much more attention than Econometric Theory in the twenty-first century. During the past five decades, many eminent economists have won the Nobel Prize in Economics for their seminal contributions in Applied Econometrics, beginning with Frisch and Tinbergen in 1969. Several institutions in Higher Education and Research in India have contributed much to the development of econometrics in India. The Econometric Society of India (TIES) founded by Mahalanobis and C R Rao, five decades ago, and the Journal of Quantitative Economics (JQE) founded in 1983 deserve credit for the development of Applied Econometrics in India. This essay attempts a selective review of Econometric Practice in India in the twenty-first century in the different fields of microeconometrics and macroeconometrics. The increased availability of a variety of databases and sophisticated econometric software have greatly facilitated applied econometric research in the country. However, a large proportion of colleges in India lack instructional and research resources for Applied Econometrics.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Footnotes
1
I wish to acknowledge the valuable advice and help I received from Dr S. Banerjee in preparing Sect. 8.6.3.
 
Literature
go back to reference Aggarwal, S. C., Das, D. K., & Banga, R. (2020). Accelerators of India’s growth—Industry, trade and employment: Festschrift in honour of B. Goldar. Springer. Aggarwal, S. C., Das, D. K., & Banga, R. (2020). Accelerators of India’s growth—Industry, trade and employment: Festschrift in honour of B. Goldar. Springer.
go back to reference Anand, R., Peris, S., & Sexegard, M. (2010). An estimated model with macro-financial linkages for India. IMF WP/10/21. Anand, R., Peris, S., & Sexegard, M. (2010). An estimated model with macro-financial linkages for India. IMF WP/10/21.
go back to reference Angrist, J., & Pischke, J. (2009). Mostly Harmless Econometrics. Princeton University Press.CrossRef Angrist, J., & Pischke, J. (2009). Mostly Harmless Econometrics. Princeton University Press.CrossRef
go back to reference Banerjee, S., Basu, P., & Ghate, C. (2020). A monetary business cycle model for India, economic inquiry, Western economic association. International, 58(3), 1362–1386. Banerjee, S., Basu, P., & Ghate, C. (2020). A monetary business cycle model for India, economic inquiry, Western economic association. International, 58(3), 1362–1386.
go back to reference Banerjee, S., & Basu, P.(2018). Technology shocks and Business cycles in India. Macro Economic Dynamics, 23(5):1721–56. Banerjee, S., & Basu, P.(2018). Technology shocks and Business cycles in India. Macro Economic Dynamics, 23(5):1721–56.
go back to reference Banerjee, S., Behera, H., Bordoloi, S., & Kumar, R. (2018). Role of financial frictions in monetary policy transmission in India. Development research Group Study no. 44, March, RBI. Banerjee, S., Behera, H., Bordoloi, S., & Kumar, R. (2018). Role of financial frictions in monetary policy transmission in India. Development research Group Study no. 44, March, RBI.
go back to reference Banga, R., & Banga, K. (2020). Digitalization and India’s losing export competitiveness. In S. C. Aggarwal, et al. (Ed.), Accelerators of India's Growth—Industry, Trade and Employment. Springer Nature Banga, R., & Banga, K. (2020). Digitalization and India’s losing export competitiveness. In S. C. Aggarwal, et al. (Ed.), Accelerators of India's Growth—Industry, Trade and Employment. Springer Nature
go back to reference Bhattacharya, R., & Patnaik, I. (2015). Financial inclusion, productivity shocks and consumption volatility in emerging economies Bhattacharya, R., & Patnaik, I. (2015). Financial inclusion, productivity shocks and consumption volatility in emerging economies
go back to reference Bhanumurthy, N. R., Bose, S., Chakravarthi, P. (2017). Targeting Debt and deficits in India: A structural macroeconometric approach. Journal of Quantitative Economics, 15. Bhanumurthy, N. R., Bose, S., Chakravarthi, P. (2017). Targeting Debt and deficits in India: A structural macroeconometric approach. Journal of Quantitative Economics, 15.
go back to reference Bhide, S., & Parida, P. C. (2009). Impact of external environment: An assessment using a macroeconometric model. In Parikh, K. S. (Ed.), Macro Modelling for the Eleventh Five Year Plan of India, Planning Commission, Government of India. Bhide, S., & Parida, P. C. (2009). Impact of external environment: An assessment using a macroeconometric model. In Parikh, K. S. (Ed.), Macro Modelling for the Eleventh Five Year Plan of India, Planning Commission, Government of India.
go back to reference Cameron, C., & Trivedi, P. (2005). Microeconometric methods and applications. Cambridge University Press.CrossRef Cameron, C., & Trivedi, P. (2005). Microeconometric methods and applications. Cambridge University Press.CrossRef
go back to reference Chawla, I. (2020). Foreign Involvement and Firm Productivity: An Analysis for Indian Manufacturing, Service, Construction and Mining Sectors. In S. C. Aggarwal, et al. (Eds.), Accelerators of India’s Growth—Industry, Trade and Employment. Springer Nature. Chawla, I. (2020). Foreign Involvement and Firm Productivity: An Analysis for Indian Manufacturing, Service, Construction and Mining Sectors. In S. C. Aggarwal, et al. (Eds.), Accelerators of India’s Growth—Industry, Trade and Employment. Springer Nature.
go back to reference Christiano, L. J., Trabandt, M., & Walentin, K. (2010). DSGE models for monetary policy analysis. In B. Friedman & M. Woodford (Ed.), Handbook of Monetary Economics, vol.3, Elsevier, USA. Christiano, L. J., Trabandt, M., & Walentin, K. (2010). DSGE models for monetary policy analysis. In B. Friedman & M. Woodford (Ed.), Handbook of Monetary Economics, vol.3, Elsevier, USA.
go back to reference Deaton, A., & Dreze, J. (2009). Food and nutrition in India: Facts and interpretation. Economic and Political Weekly, 44(7), 42–65. Deaton, A., & Dreze, J. (2009). Food and nutrition in India: Facts and interpretation. Economic and Political Weekly, 44(7), 42–65.
go back to reference Dua, P. (2017). Macroeconomic modelling and Bayesian methods. Journal of Quantitative Economics, 15, 209–226.CrossRef Dua, P. (2017). Macroeconomic modelling and Bayesian methods. Journal of Quantitative Economics, 15, 209–226.CrossRef
go back to reference Dua, P., Mohan, L., & Ranjan, R. (2015). Determinants of INR/USD exchange rate: Modelling and forecasting. Mimeo, Delhi School of Economics. Dua, P., Mohan, L., & Ranjan, R. (2015). Determinants of INR/USD exchange rate: Modelling and forecasting. Mimeo, Delhi School of Economics.
go back to reference Dua, P., & Ranjan, R. (2012). Exchange rate policy and modelling in India. Oxford University Press. Dua, P., & Ranjan, R. (2012). Exchange rate policy and modelling in India. Oxford University Press.
go back to reference Durlauf, S. N., & Blume, L. E. (2010). Microeconometrics. Palgrove Macmillan. Durlauf, S. N., & Blume, L. E. (2010). Microeconometrics. Palgrove Macmillan.
go back to reference Gabriel, V., et al. (2012). An estimated DSGE model of the Indian economy. In C. Ghate (Ed.), In The Handbook of the Indian Economy. OUP. New York. Gabriel, V., et al. (2012). An estimated DSGE model of the Indian economy. In C. Ghate (Ed.), In The Handbook of the Indian Economy. OUP. New York.
go back to reference Gaiha, R., Jha, R., & Kulkarni, V. S. (2014). Diets, Malnutrition, and Disease: The Indian Experience. Oxford. Gaiha, R., Jha, R., & Kulkarni, V. S. (2014). Diets, Malnutrition, and Disease: The Indian Experience. Oxford.
go back to reference Ganesh Kumar, A., & Panda, M. (2009). Global economic shocks and Indian policy response: An analysis using a CGE model. In K. S. Parikh (Ed.), Macro Modelling for the Eleventh Five Year Plan of India, Planning Commission, Government of India. Ganesh Kumar, A., & Panda, M. (2009). Global economic shocks and Indian policy response: An analysis using a CGE model. In K. S. Parikh (Ed.), Macro Modelling for the Eleventh Five Year Plan of India, Planning Commission, Government of India.
go back to reference Goldar, B. (1999). Econometrics of Indian industry. In K. L. Krishna (Ed.), Econometric Applications in India, OUP. Goldar, B. (1999). Econometrics of Indian industry. In K. L. Krishna (Ed.), Econometric Applications in India, OUP.
go back to reference Goyal, A. (2011). A general equilibrium open economy model for emerging markets: Monetary policy with a dualistic labour market. Economic Modelling, Elsevier, 28(3), 1392–1404.CrossRef Goyal, A. (2011). A general equilibrium open economy model for emerging markets: Monetary policy with a dualistic labour market. Economic Modelling, Elsevier, 28(3), 1392–1404.CrossRef
go back to reference Greene, W. H. (2018). Econometric analysis (8th ed.). Pearson. Greene, W. H. (2018). Econometric analysis (8th ed.). Pearson.
go back to reference Helpman, K., Melitz, M. J., & yeaple, S. P. (2004). Export versus FDI with heterogenous firms. American Economic Review, 94(1), 300–316. Helpman, K., Melitz, M. J., & yeaple, S. P. (2004). Export versus FDI with heterogenous firms. American Economic Review, 94(1), 300–316.
go back to reference Head, K., & Ries, J. (2003). Heterogenity and the FDI versus export decision of Japanese manufacturers. Journal of the Japanese and International Economists, 17(4), 448–467. Head, K., & Ries, J. (2003). Heterogenity and the FDI versus export decision of Japanese manufacturers. Journal of the Japanese and International Economists, 17(4), 448–467.
go back to reference Iyengar, N. S. (1967). Some estimates of engel elasticities based on NSS data. Journal of the Royal Statistical Society, Series A, 130(1), 84–101.CrossRef Iyengar, N. S. (1967). Some estimates of engel elasticities based on NSS data. Journal of the Royal Statistical Society, Series A, 130(1), 84–101.CrossRef
go back to reference Iyengar, N. S., & Bhattacharya, N. (1978). A Survey of Research in Economics: Volume 7-Econometrics. Iyengar, N. S., & Bhattacharya, N. (1978). A Survey of Research in Economics: Volume 7-Econometrics.
go back to reference Kar, S., & Pradhan, B. K. (2009). Shocks, meltdowns, policy responses and feasibility of high growth in the Indian economy: A microeconometric approach. In Parikh (Ed.), Macro Modelling for the Eleventh Five Year Plan of India, Planning Commission, Government of India. Kar, S., & Pradhan, B. K. (2009). Shocks, meltdowns, policy responses and feasibility of high growth in the Indian economy: A microeconometric approach. In Parikh (Ed.), Macro Modelling for the Eleventh Five Year Plan of India, Planning Commission, Government of India.
go back to reference Kennedy, P. (2008). A guide to econometrics (6th ed.). Blackwell Publishing. Kennedy, P. (2008). A guide to econometrics (6th ed.). Blackwell Publishing.
go back to reference Khanna, S. D. G., & Morissette, R. (2016). Decomposition analysis of earnings inequality in rural India: 2004–2012. IZA Journal of Labour and Development, 5(18). Khanna, S. D. G., & Morissette, R. (2016). Decomposition analysis of earnings inequality in rural India: 2004–2012. IZA Journal of Labour and Development, 5(18).
go back to reference Khera, P. (2016). Macroeconomic impacts of gender inequality and informality in India, IMF WP/16/16. Khera, P. (2016). Macroeconomic impacts of gender inequality and informality in India, IMF WP/16/16.
go back to reference Krishna, K. L. (1999 ed.). Econometric applications in India. New Delhi, OUP. Krishna, K. L. (1999 ed.). Econometric applications in India. New Delhi, OUP.
go back to reference Krishna, K. L. (2019). Historical Perspective of Econometrics. In A. Sinha, & A. M. Thomas (Eds.), Pluralist Economics and Its History, Routledge. Krishna, K. L. (2019). Historical Perspective of Econometrics. In A. Sinha, & A. M. Thomas (Eds.), Pluralist Economics and Its History, Routledge.
go back to reference Levine, P., & Pearlman, J. (2011). Monetary and fiscal policy in a DSGE model of India. NIPFP WP 2011/96. National Institute of Public Finance and Policy, New Delhi. Levine, P., & Pearlman, J. (2011). Monetary and fiscal policy in a DSGE model of India. NIPFP WP 2011/96. National Institute of Public Finance and Policy, New Delhi.
go back to reference Levinsohn, J., & Petrin, A. (2003). Estimating production function using inputs to control for unknown observables. Review of economic studies, 70, 317–342. Levinsohn, J., & Petrin, A. (2003). Estimating production function using inputs to control for unknown observables. Review of economic studies, 70, 317–342.
go back to reference Mehta, A. K., Bhide, S., Kumar, A., & Shah, A. (2018 ed.). Poverty, chronic poverty, and poverty dynamics: Policy imperatives. Springer. Mehta, A. K., Bhide, S., Kumar, A., & Shah, A. (2018 ed.). Poverty, chronic poverty, and poverty dynamics: Policy imperatives. Springer.
go back to reference Misra, S., Gupta, K., & Trivedi, P. (2021). Subnational government debt sustainability in India: an empirical analysis. Macro economics and Finance in Emerging market Economics, July 2021. Misra, S., Gupta, K., & Trivedi, P. (2021). Subnational government debt sustainability in India: an empirical analysis. Macro economics and Finance in Emerging market Economics, July 2021.
go back to reference Mittal, N., & Meenakshi, J. V. (2018). Does the ICDS improve the quantity and quality of children’s diets? Some evidence from rural Bihar. Journal of Development Studies, 55(11), 2424–2439.CrossRef Mittal, N., & Meenakshi, J. V. (2018). Does the ICDS improve the quantity and quality of children’s diets? Some evidence from rural Bihar. Journal of Development Studies, 55(11), 2424–2439.CrossRef
go back to reference Nachane, D. M. (2006). Econometrics: Theoretical foundations and empirical perspectives. Oxford University Press. Nachane, D. M. (2006). Econometrics: Theoretical foundations and empirical perspectives. Oxford University Press.
go back to reference Narayana, N. S. S., & Ghosh, P. P. (2009). Macroeconomic simulations based on VEC models. In K. S. Parikh (Ed.), Macro Modelling for the Eleventh Five Year Plan of India, Planning Commission, Government of India. Narayana, N. S. S., & Ghosh, P. P. (2009). Macroeconomic simulations based on VEC models. In K. S. Parikh (Ed.), Macro Modelling for the Eleventh Five Year Plan of India, Planning Commission, Government of India.
go back to reference Narayanan, K., & Sahu, S. K. (2020). Firm level productivity and exports: The case of manufacturing sector in India. Narayanan, K., & Sahu, S. K. (2020). Firm level productivity and exports: The case of manufacturing sector in India.
go back to reference Panchamukhi, V. R. (1999). Quantitative methods and their applications in international economics. In K. L. Krishna (Ed.), Econometric Applications in India. OUP India, New Delhi. Panchamukhi, V. R. (1999). Quantitative methods and their applications in international economics. In K. L. Krishna (Ed.), Econometric Applications in India. OUP India, New Delhi.
go back to reference Pandit, V., & Shanmugam, K. R. (2008 ed.). Theory, measurement and policy: Evolving themes in quantitative economics. Academic Foundation. Pandit, V., & Shanmugam, K. R. (2008 ed.). Theory, measurement and policy: Evolving themes in quantitative economics. Academic Foundation.
go back to reference Parikh, K.S. (2009 ed.). Macro-Modelling for the Eleventh Five Year Plan of India. Academic Foundation. Parikh, K.S. (2009 ed.). Macro-Modelling for the Eleventh Five Year Plan of India. Academic Foundation.
go back to reference Rao, M. J. M. (1999). Monetary economics-an econometric investigation. In K. L. Krishna (Ed.), Econometric Applications in India. OUP India, New Delhi. Rao, M. J. M. (1999). Monetary economics-an econometric investigation. In K. L. Krishna (Ed.), Econometric Applications in India. OUP India, New Delhi.
go back to reference Radhakrishna, R., & Murty, K. N. (1999). Econometrics of complete demand systems with illustrations for India. In K. L. Krishna (Ed.), Econometric Applications in India. OUP India, New Delhi. Radhakrishna, R., & Murty, K. N. (1999). Econometrics of complete demand systems with illustrations for India. In K. L. Krishna (Ed.), Econometric Applications in India. OUP India, New Delhi.
go back to reference Radhakrishna, R. (2008), Economic well-being and deprivations in India. In TIES Presidential Address at the 44th Annual Conference, Published Later in Journal of Quantitative Economics. Radhakrishna, R. (2008), Economic well-being and deprivations in India. In TIES Presidential Address at the 44th Annual Conference, Published Later in Journal of Quantitative Economics.
go back to reference Radhakrishna, R., Ravi, C., & Reddy, B. S. (2013). Assessment of well-being in multidimensional perspective in post reform period. Special Issue of the Indian Economic Review, 48(1), 131–166. Radhakrishna, R., Ravi, C., & Reddy, B. S. (2013). Assessment of well-being in multidimensional perspective in post reform period. Special Issue of the Indian Economic Review, 48(1), 131–166.
go back to reference Radhakrishna, R. (2021, May). Growth, well-being and institutions in India: A historical perspective, Mimeo. CESS. Radhakrishna, R. (2021, May). Growth, well-being and institutions in India: A historical perspective, Mimeo. CESS.
go back to reference Sachdeva, A. S., & Ghosh, P. P. (2009). A macro consistency planning model. In K. S. Parikh (Ed.), Macro Modelling for the Eleventh Five Year Plan of India, Planning Commission, Government of India. Sachdeva, A. S., & Ghosh, P. P. (2009). A macro consistency planning model. In K. S. Parikh (Ed.), Macro Modelling for the Eleventh Five Year Plan of India, Planning Commission, Government of India.
go back to reference Sankar, U. (1999). Econometric applications in agriculture. In K. L. Krishna (Ed.), Econometric Applications in India. OUP India, New Delhi. Sankar, U. (1999). Econometric applications in agriculture. In K. L. Krishna (Ed.), Econometric Applications in India. OUP India, New Delhi.
go back to reference Smets, F., & Wouters, R. (2003). An estimated DSGE model of the Euro area. Journal of the European Economic Association, 1(5), 1123–1175.CrossRef Smets, F., & Wouters, R. (2003). An estimated DSGE model of the Euro area. Journal of the European Economic Association, 1(5), 1123–1175.CrossRef
go back to reference Smets, F., & Wouters, R. (2007). Shocks and frictions in business cycles: A Bayesian DSGE approach. American Economic Review, 97(3), 586–606.CrossRef Smets, F., & Wouters, R. (2007). Shocks and frictions in business cycles: A Bayesian DSGE approach. American Economic Review, 97(3), 586–606.CrossRef
go back to reference Stock, J. H., & Watson, M. W. (2018). Introduction to Econometrics, 3rd edn. Pearson. Stock, J. H., & Watson, M. W. (2018). Introduction to Econometrics, 3rd edn. Pearson.
go back to reference Swedberg, P. (2000). Poverty and undernutrition: Theory measurement and policy. OUP.CrossRef Swedberg, P. (2000). Poverty and undernutrition: Theory measurement and policy. OUP.CrossRef
go back to reference Swedberg, P. (2010). Estimates of child malnutrition in India. Economic and Political Weekly, 45(12), 14–18. Swedberg, P. (2010). Estimates of child malnutrition in India. Economic and Political Weekly, 45(12), 14–18.
go back to reference Wooldridge, J. M. (2009). On estimating the firm level production functions using proxy variables to control for unobservables. Economic Letters, 104(3), 112–114. Wooldridge, J. M. (2009). On estimating the firm level production functions using proxy variables to control for unobservables. Economic Letters, 104(3), 112–114.
Metadata
Title
Progress in Applied Econometrics in India: A Selective Review
Author
K. L. Krishna
Copyright Year
2022
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-0185-0_9