Income convergence in India: a nonparametric approach
Tóm tắt
This study tests the convergence hypothesis across 22 Indian states for the time period from 1980–1981 to 2010–2011. Using second order Gaussian Kernel density function, results reveal a multi-modal behavior of income distribution with significant signs of club formation across different income strata over the transitional process. The results from quantile estimation shows that Indian states are diverging in absolute sense however converging on conditional basis. Moving from lower to higher quantile the strength of absolute divergence weakens whereas the conditional convergence is getting stronger.
Tài liệu tham khảo
Aiyar S (2001) Growth theory and convergence across Indian States: a panel study. In: Callen T et al (eds) India at the crossroads: sustaining growth and reducing poverty. International Monetary Fund, Washington
Akerlof GA (1997) Social distance and social decisions. Econometrica 65:1005–1027
Amplatz C (2004) The economic convergence performance of central and Eastern European Countries. Econ Plan 36:273–295
Armstrong HW (1995) Convergence among the regions of the European Union, 1950–1990. Pap Reg Sci 74:43–152
Azariadis C, Drazen A (1990) Threshold externalities in economic development. Q J Econ 105:501–526
Azomahou T, Ouardighi JE, Nguyen-Van P, Pham TKC (2011) Testing convergence of European regions: a semi parametric approach. Econ Model 28:1202–1210
Baddeley M, Mcnay K, Cassen R (2006) Divergence in India: income differentials at the state level. J Dev Stud 42:1000–1022
Bajpai N, Sachs JD (1996) Trends in interstate inequalities of income in India. Development Discussion Papers, Harvard Institute for International Development, Number 528
Bandyopadhyay S (2012) Convergence clubs in incomes across Indian States: Is there evidence of a neighbors’ effect? Econ Lett 16:565–570
Barro R, Sala-I-Martin X (1991) Convergence. J Polit Econ 100:223–251
Barro R, Sala-I-Martin X (1995) Economic Growth. McGraw Hill, New York
Bernard A, Durlauf S (1995) Convergence in international output. J Appl Econom 10:72–85
Bernard A, Durlauf S (1996) Interpreting tests of the convergence hypothesis. J Econom 71:161–173
Bernard A, Jones C (1996a) Productivity across industries and countries: time series theory and evidence. Rev Econ Stat 78:135–146
Bernard A, Jones C (1996b) Comparing apples to oranges: productivity convergence and measurement across industries and countries. Am Econ Rev 86:216–238
Bhattacharya PK, Gangopadhyay AK (1990) Kernel and nearest-neighbor estimation of a conditional quantile. Ann Stat 18:1400–1415
Bianchi M (1997) Testing for convergence: evidence from non-parametric multimodality tests. J Appl Econom 12:393–409
Button KJ, Pentecost E (1995) Testing for convergence of the EU regional economies. Econ Inq 33:664–671
Carlino G, Mills L (1993) Are US regional incomes converging? J Monet Econ 32:335–346
Carlino G, Mills L (1996) Convergence and the US states: a time-series analysis. J Reg Sci 36:597–616
Cashin P, Sahay R (1996) International migration, centre-state grants and economic growth in states of India. IMF Staff Pap 43(1):123–171
Cimoli M, Pereira W, Porcile G, Scatolin F (2011) Structural change, technology, and economic growth: Brazil and the CIBS in a comparative perspective. Econ Change Restruct 44:25–47
Clark AE, Frijters P, Shields AM (2008) Relative income, happiness, and utility: an explanation for the easterlin paradox and other puzzles. J Econ Lit 46:95–144
Crown WH, Wheat LF (1995) State per capita income convergence since 1950: sharecropping’s demise and other influences. J Reg Sci 35:527–552
Durlauf S, Johnson P (1995) Multiple regimes and cross-country growth behavior. J Appl Econom 10:365–384
Ezcurra R, Pascual P (2009) Convergence in income inequality in the United States: a nonparametric analysis. Appl Econ Lett 16:1365–1368
Fan Y, Liu R (2012) A direct approach to inference in nonparametric and semi-parametric quantile regression models. Working paper Department of Economics Vanderbilt University
Friedman M (1992) Do old fallacies ever die? J Econ Lit 30:2129–2132
Ghosh M, Ghoshray A, Malki I (2013) Regional divergence and club convergence in India. Econ Model 30:733–742
Gradstein M, Justman M (2002) Education, social cohesion, and economic growth. Am Econ Rev 92:1192–1204
Hartigan JA, Hartigan PM (1985) The dip test of unimodality. Ann Stat 13:70–84
Islam N (2003) What have we learnt from the convergence debate? J Econ Surv 17:309–362
Jiang Y (2010) An empirical study of openness and convergence in labor productivity in the Chinese provinces. Econ Change Restruct 45:317–336
Johnson Paul A (2000) A nonparametric analysis of income convergence across the US states. Econ Lett 69:219–223
Juessen F (2009) A distribution dynamics approach to regional GDP convergence in unified Germany. Empir Econ 37:627–652
Kar S, Jha D, Kateja A (2011) Club-convergence and polarization of states a nonparametric analysis of post-reform India. Indian Growth Dev Rev 4:53–72
Koenker R (2005) Quantile regression. Cambridge University Press, Cambridge
Koenker R, Bassett G (1978) Regression quantiles. Econometrica 46:33–50
Kumar S, Ullah A (2000) Semi parametric varying parametric panel data models: an application to estimation of speed of convergence. Adv Econom 14:109–128
Lazarev V, Gregory P (2007) Structural convergence in Russia’s economic transition, 1990–2002. Econ Change Restruct 40:281–304
Li Q, Racine JS (2003) Nonparametric estimation of regression functions with both categorical and continuous data. J Multivar Anal 86:266–292
Li Q, Racine JS (2008) Nonparametric estimation of conditional CDF and quantile functions with mixed categorical and continuous data. J Bus Econ Stat 26:423–434
Lolos SEG (2009) The effect of EU structural funds on regional growth: assessing the evidence from Greece, 1990–2005. Econ Change Restruct 42:211–228
Mankiw NG, Romer D, Weil DN (1992) A contribution to the empirics of economic growth. Q J Econ 107:407–437
Marjit S, Mitra S (1996) Convergence in regional growth rates: Indian research agenda. Economic and Political Weekly 31:2239–2242
Nagaraj R, Varoudakis A, Veganzones M-A (2000) Long-run growth trends and convergence across Indian states. J Int Dev 12:45–70
Neven D, Gouyette C (1995) Regional convergence in the European Community. J Common Mark Stud 33:47–65
Pagan A, Ullah A (1999) Nonparametric econometrics. Cambridge University Press, New York
Parhia M, Diebolt C, Mishra T, Gupta P (2013) Convergence dynamics of output: Do stochastic shocks and social polarization matter? Econ Model 30:42–51
Piketty T, Saez E (2003) Income inequality in the United States, 1913–1998. Q J Econ 118:1–39
Quah D (1993a) Galton’s fallacy and tests of the convergence hypothesis. Scand J Econ 95:427–443
Quah D (1993b) Empirical cross-section dynamics in economic growth. Eur Econ Rev 37:426–434
Quah D (1997) Twin peaks: growth and convergence in models of distribution dynamics. Econ J 106:1045–1055
Rao MG, Shand RT, Kalirajan KP (1999) Convergence of incomes across Indian States: a divergent view. Econ Polit Wkly 34:769–778
Rosenblatt M (1956) Remarks on some nonparametric estimates of a density function. Ann Math Stat 27:832–837
Sala-i-Martin X (1996) Regional cohesion: evidence and theories of regional growth and convergence. Eur Econ Rev 40:1325–1352
Silverman BW (1986) Density estimation for statistics and data analysis. Chapman and Hall, London
Solow R (1956) A contribution to the theory of economic growth. Q J Econ 70:65–94
Stamova IM, Stamov AG (2013) On the stability of the solutions of an impulsive Solow model with endogenous population. Econ Change Restruct 46:203–217
Swan T (1956) Economic growth and capital accumulation. Econ Rec 32:344–361
Trivedi K. (2002). “Regional convergence and catch-up in India between 1960 and 1992. Technical Report.” Oxford University Economics Department Working Paper
Vohra R (1996) How fast do we grow? Growth Change 27:47–54
Wang Y (2004) A nonparametric analysis of the personal income distribution across the provinces and states in the U.S. and Canada. Reg Sect Econ Stud 4:5–24
Yang S-S (1985) A smooth nonparametric estimator of a quantile function. J Am Stat Assoc 80:1004–1011