IDEAS home Printed from https://ideas.repec.org/p/rim/rimwps/17-07.html
   My bibliography  Save this paper

Does Competition Prevent Industrial Pollution? Evidence from a Panel Threshold Model

Author

Listed:
  • Michael L. Polemis

    (Department of Economics, University of Piraeus, Greece)

  • Thanasis Stengos

    (Department of Economics, University of Guelph, Canada; The Rimini Centre for Economic Analysis, Italy)

Abstract

The scope of this paper is to assess the impact of competition on industrial toxic pollution by using for the first time, a panel threshold model which allows evaluating the main drivers of toxic releases under two different market regimes. The empirical analysis is based on a unique micro level panel data set including thousands of industrial facilities dispersed among the US states over the period 1987-2012. We show that this relationship is statistically significant above and below the threshold, even after accounting for alternative specifications of market concentration. Finally, contrary to previous studies, we unmask a robust inverted "V-shaped" relationship between market concentration and industrial pollution, which calls for further future research on the implementation of policies targeted at the abatement of environmental degradation.

Suggested Citation

  • Michael L. Polemis & Thanasis Stengos, 2017. "Does Competition Prevent Industrial Pollution? Evidence from a Panel Threshold Model," Working Paper series 17-07, Rimini Centre for Economic Analysis.
  • Handle: RePEc:rim:rimwps:17-07
    as

    Download full text from publisher

    File URL: http://www.rcea.org/RePEc/pdf/wp17-07.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Arik Levinson, 2015. "A Direct Estimate of the Technique Effect: Changes in the Pollution Intensity of US Manufacturing, 1990-2008," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(1), pages 43-56.
    2. J. P. Richards & G. A. Glegg & S. Cullinane, 2004. "Implementing chemicals policy: leaders or laggards?," Business Strategy and the Environment, Wiley Blackwell, vol. 13(6), pages 388-402, November.
    3. Xiang Bi & Madhu Khanna, 2012. "Reassessment of the Impact of the EPA’s Voluntary 33/50 Program on Toxic Releases," Land Economics, University of Wisconsin Press, vol. 88(2), pages 341-361.
    4. Caner, Mehmet & Hansen, Bruce E., 2004. "Instrumental Variable Estimation Of A Threshold Model," Econometric Theory, Cambridge University Press, vol. 20(5), pages 813-843, October.
    5. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    6. Koop, Gary & Potter, Simon M, 2003. "Bayesian Analysis of Endogenous Delay Threshold Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(1), pages 93-103, January.
    7. Zwickl, Klara & Ash, Michael & Boyce, James K., 2014. "Regional variation in environmental inequality: Industrial air toxics exposure in U.S. cities," Ecological Economics, Elsevier, vol. 107(C), pages 494-509.
    8. Yin-Fang Zhang & David Parker & Colin Kirkpatrick, 2008. "Electricity sector reform in developing countries: an econometric assessment of the effects of privatization, competition and regulation," Journal of Regulatory Economics, Springer, vol. 33(2), pages 159-178, April.
    9. Chiara F. DEL BO & Massimo FLORIO, 2012. "Electricity investment: an evaluation of the new British energy policy and its implications for the European Union," Departmental Working Papers 2012-15, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    10. Ľluboš Pástor & Robert F. Stambaugh, 2001. "The Equity Premium and Structural Breaks," Journal of Finance, American Finance Association, vol. 56(4), pages 1207-1239, August.
    11. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    12. Jörg Breitung & Samarjit Das, 2005. "Panel unit root tests under cross‐sectional dependence," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 59(4), pages 414-433, November.
    13. James H. Stock & Mark W. Watson, 2003. "Has the Business Cycle Changed and Why?," NBER Chapters, in: NBER Macroeconomics Annual 2002, Volume 17, pages 159-230, National Bureau of Economic Research, Inc.
    14. Donna Ramirez Harrington & George Deltas & Madhu Khanna, 2014. "Does Pollution Prevention Reduce Toxic Releases? A Dynamic Panel Data Model," Land Economics, University of Wisconsin Press, vol. 90(2), pages 199-221.
    15. Farber, Stephen C & Martin, Robert E, 1986. "Market Structure and Pollution Control under Imperfect Surveillance," Journal of Industrial Economics, Wiley Blackwell, vol. 35(2), pages 147-160, December.
    16. Erin T. Mansur, 2007. "Prices vs. Quantities: Environmental Regulation and Imperfect Competition," NBER Working Papers 13510, National Bureau of Economic Research, Inc.
    17. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    18. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    19. Gary Koop & Simon M. Potter, 2007. "Estimation and Forecasting in Models with Multiple Breaks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(3), pages 763-789.
    20. Giordani, Paolo & Kohn, Robert, 2008. "Efficient Bayesian Inference for Multiple Change-Point and Mixture Innovation Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 66-77, January.
    21. Joseph S. Shapiro & Reed Walker, 2018. "Why Is Pollution from US Manufacturing Declining? The Roles of Environmental Regulation, Productivity, and Trade," American Economic Review, American Economic Association, vol. 108(12), pages 3814-3854, December.
    22. Juan A. Correa & Carmine Ornaghi, 2014. "Competition & Innovation: Evidence from U.S. Patent and Productivity Data," Journal of Industrial Economics, Wiley Blackwell, vol. 62(2), pages 258-285, June.
    23. Jushan Bai & Pierre Perron, 1998. "Estimating and Testing Linear Models with Multiple Structural Changes," Econometrica, Econometric Society, vol. 66(1), pages 47-78, January.
    24. Halkos, George & Papageorgiou, George, 2016. "Optimal abatement and taxation for internalizing externalities: A dynamic game with feedback strategies," MPRA Paper 74467, University Library of Munich, Germany.
    25. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    26. Currie, Janet & Neidell, Matthew & Schmieder, Johannes F., 2009. "Air pollution and infant health: Lessons from New Jersey," Journal of Health Economics, Elsevier, vol. 28(3), pages 688-703, May.
    27. Tamoya Christie, 2014. "The Effect Of Government Spending On Economic Growth: Testing The Non-Linear Hypothesis," Bulletin of Economic Research, Wiley Blackwell, vol. 66(2), pages 183-204, April.
    28. M. Hashem Pesaran & Davide Pettenuzzo & Allan Timmermann, 2006. "Forecasting Time Series Subject to Multiple Structural Breaks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(4), pages 1057-1084.
    29. Margaret M. McConnell & Gabriel Perez-Quiros, 2000. "Output fluctuations in the United States: what has changed since the early 1980s?," Proceedings, Federal Reserve Bank of San Francisco, issue Mar.
    30. Gary Koop & Simon M. Potter, 2001. "Are apparent findings of nonlinearity due to structural instability in economic time series?," Econometrics Journal, Royal Economic Society, vol. 4(1), pages 1-38.
    31. Agarwal, Nikhil & Banternghansa, Chanont & Bui, Linda T.M., 2010. "Toxic exposure in America: Estimating fetal and infant health outcomes from 14 years of TRI reporting," Journal of Health Economics, Elsevier, vol. 29(4), pages 557-574, July.
    32. Timothy Cogley & Thomas J. Sargent, 2005. "Drift and Volatilities: Monetary Policies and Outcomes in the Post WWII U.S," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 8(2), pages 262-302, April.
    33. Janet Currie & Johannes F. Schmieder, 2009. "Fetal Exposures to Toxic Releases and Infant Health," American Economic Review, American Economic Association, vol. 99(2), pages 177-183, May.
    34. Oecd, 2007. "Environmental Regulation and Competition," OECD Journal: Competition Law and Policy, OECD Publishing, vol. 9(2), pages 167-239.
    35. Dale J. Poirier, 1995. "Intermediate Statistics and Econometrics: A Comparative Approach," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161494, April.
    36. Kourtellos, Andros & Stengos, Thanasis & Tan, Chih Ming, 2016. "Structural Threshold Regression," Econometric Theory, Cambridge University Press, vol. 32(4), pages 827-860, August.
    37. Andrei Shleifer, 2004. "Does Competition Destroy Ethical Behavior?," American Economic Review, American Economic Association, vol. 94(2), pages 414-418, May.
    38. Janet Currie & Lucas Davis & Michael Greenstone & Reed Walker, 2015. "Environmental Health Risks and Housing Values: Evidence from 1,600 Toxic Plant Openings and Closings," American Economic Review, American Economic Association, vol. 105(2), pages 678-709, February.
    39. Simon, Daniel H. & Prince, Jeffrey T., 2016. "The effect of competition on toxic pollution releases," Journal of Environmental Economics and Management, Elsevier, vol. 79(C), pages 40-54.
    40. John M. Maheu & Stephen Gordon, 2008. "Learning, forecasting and structural breaks," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 553-583.
    41. Ang, Andrew & Bekaert, Geert, 2002. "Regime Switches in Interest Rates," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 163-182, April.
    42. Shapiro, Joseph S. & Walker, Reed, 2015. "Why is Pollution from U.S. Manufacturing Declining? The Roles of Trade, Regulation, Productivity, and Preferences," IZA Discussion Papers 8789, Institute of Labor Economics (IZA).
    43. Fiorio, Carlo V. & Florio, Massimo, 2013. "Electricity prices and public ownership: Evidence from the EU15 over thirty years," Energy Economics, Elsevier, vol. 39(C), pages 222-232.
    44. George E. Halkos & Michael L. Polemis, 2017. "Does Financial Development Affect Environmental Degradation? Evidence from the OECD Countries," Business Strategy and the Environment, Wiley Blackwell, vol. 26(8), pages 1162-1180, December.
    45. Pesaran, M. Hashem, 2015. "Time Series and Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780198759980.
    46. Virginia W. Gerde & Jeanne M. Logsdon, 2001. "Measuring environmental performance: use of the toxics release inventory (TRI) and other US environmental databases," Business Strategy and the Environment, Wiley Blackwell, vol. 10(5), pages 269-285, September.
    47. Asimakopoulos, Stylianos & Karavias, Yiannis, 2016. "The impact of government size on economic growth: A threshold analysis," Economics Letters, Elsevier, vol. 139(C), pages 65-68.
    48. Werner Antweiler & Brian R. Copeland & M. Scott Taylor, 2001. "Is Free Trade Good for the Environment?," American Economic Review, American Economic Association, vol. 91(4), pages 877-908, September.
    49. Polemis, Michael L. & Stengos, Thanasis, 2015. "Does market structure affect labour productivity and wages? Evidence from a smooth coefficient semiparametric panel model," Economics Letters, Elsevier, vol. 137(C), pages 182-186.
    50. Michael L. Polemis & Thanasis Stengos, 2017. "Electricity Sector Performance: A Panel Threshold Analysis," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    51. Michael L. Polemis, 2015. "Does Monopolistic Competition Exist In The Mena Region? Evidence From The Banking Sector," Bulletin of Economic Research, Wiley Blackwell, vol. 67(S1), pages 74-96, December.
    52. Victor Manuel Bennett & Lamar Pierce & Jason A. Snyder & Michael W. Toffel, 2013. "Customer-Driven Misconduct: How Competition Corrupts Business Practices," Management Science, INFORMS, vol. 59(8), pages 1725-1742, August.
    53. Meredith L. Fowlie, 2009. "Incomplete Environmental Regulation, Imperfect Competition, and Emissions Leakage," American Economic Journal: Economic Policy, American Economic Association, vol. 1(2), pages 72-112, August.
    54. Kim, Chang-Jin & Nelson, Charles R & Piger, Jeremy, 2004. "The Less-Volatile U.S. Economy: A Bayesian Investigation of Timing, Breadth, and Potential Explanations," Journal of Business & Economic Statistics, American Statistical Association, vol. 22(1), pages 80-93, January.
    55. Camélia Radu & Claude Francoeur, 2017. "Does Innovation Drive Environmental Disclosure? A New Insight into Sustainable Development," Business Strategy and the Environment, Wiley Blackwell, vol. 26(7), pages 893-911, November.
    56. Akkemik, K. Ali & Oğuz, Fuat, 2011. "Regulation, efficiency and equilibrium: A general equilibrium analysis of liberalization in the Turkish electricity market," Energy, Elsevier, vol. 36(5), pages 3282-3292.
    57. Stock, James H & Watson, Mark W, 1996. "Evidence on Structural Instability in Macroeconomic Time Series Relations," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(1), pages 11-30, January.
    58. Bradley P. Carlin & Alan E. Gelfand & Adrian F. M. Smith, 1992. "Hierarchical Bayesian Analysis of Changepoint Problems," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 41(2), pages 389-405, June.
    59. Chang-Jin Kim & Charles R. Nelson, 1999. "Has The U.S. Economy Become More Stable? A Bayesian Approach Based On A Markov-Switching Model Of The Business Cycle," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 608-616, November.
    60. Chib, Siddhartha, 1998. "Estimation and comparison of multiple change-point models," Journal of Econometrics, Elsevier, vol. 86(2), pages 221-241, June.
    61. Cole, Matthew A. & Elliott, Robert J.R. & Khemmarat, Khemrutai, 2013. "Local exposure to toxic releases: Examining the role of ethnic fractionalization and polarisation," Ecological Economics, Elsevier, vol. 93(C), pages 249-259.
    62. Chib, Siddhartha, 1996. "Calculating posterior distributions and modal estimates in Markov mixture models," Journal of Econometrics, Elsevier, vol. 75(1), pages 79-97, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Michael L. Polemis, 2018. "Revisiting the Environmental Kuznets Curve: a semi-parametric analysis on the role of market structure on environmental pollution," Letters in Spatial and Resource Sciences, Springer, vol. 11(1), pages 27-35, March.
    2. Michael L. Polemis, 2020. "A note on the estimation of competition-productivity nexus: a panel quantile approach," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(4), pages 663-676, December.
    3. Chen, Chaoyi & Polemis, Michael & Stengos, Thanasis, 2018. "On the examination of non-linear relationship between market structure and performance in the US manufacturing industry," Economics Letters, Elsevier, vol. 164(C), pages 1-4.
    4. Ostadzad, Ali Hossein, 2022. "Innovation and carbon emissions: Fixed-effects panel threshold model estimation for renewable energy," Renewable Energy, Elsevier, vol. 198(C), pages 602-617.
    5. Qi, Yu & Shao, Shuai & Tian, Zhihua & Xu, Yang & Yin, Jun, 2022. "Environmental consequences of fair competition: Evidence from China's corporate income tax merger policy," Ecological Economics, Elsevier, vol. 195(C).
    6. Baah Aye Kusi & Lydia Adzobu & Alex Kwame Abasi & Kwadjo Ansah-Adu, 2020. "Sectoral Loan Portfolio Concentration and Bank Stability: Evidence from an Emerging Economy," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 19(1), pages 66-99, April.
    7. Renjie Yu & Peng Yuan & Fandi Yang & Gongxiong Jiang, 2023. "Effects of Vertical Unbundling on the Operational and Environmental Efficiency of Chinese Thermal Power Firms," Energies, MDPI, vol. 16(21), pages 1-22, October.
    8. Weidong Sun & Zhigang Chen & Danyang Wang, 2019. "Can Land Marketization Help Reduce Industrial Pollution?," IJERPH, MDPI, vol. 16(12), pages 1-16, June.
    9. Halkos, George & Polemis, Michael, 2018. "Does market structure trigger efficiency? Evidence for the USA before and after the financial crisis," MPRA Paper 84511, University Library of Munich, Germany.
    10. Thanasis Stengos & Michael L. Polemis, 2020. "Threshold effects during the COVID-19 pandemic: Evidence from international tourist destinations," Working Papers 2005, University of Guelph, Department of Economics and Finance.
    11. Jianing Xu & Weidong Li, 2022. "The Impact of the Digital Economy on Innovation: New Evidence from Panel Threshold Model," Sustainability, MDPI, vol. 14(22), pages 1-19, November.
    12. Alexandros Botsis & Christoph Görtz & Plutarchos Sakellaris, 2020. "Quantifying Qualitative Survey Data: New Insights on the (Ir)Rationality of Firms' Forecasts," CESifo Working Paper Series 8148, CESifo.
    13. Chen, Chaoyi & Polemis, Michael & Stengos, Thanasis, 2019. "Can exchange rate pass-through explain the asymmetric gasoline puzzle? Evidence from a pooled panel threshold analysis of the EU," Energy Economics, Elsevier, vol. 81(C), pages 1-12.
    14. Giuseppe Pagano Giorgianni & Valeria Patella, 2024. "Belief distortions and Disagreement about Inflation," Working Paper series 24-08, Rimini Centre for Economic Analysis.
    15. Michael L. Polemis & Thanasis Stengos & Nickolaos G. Tzeremes, 2020. "Modeling the effect of competition on US manufacturing sectors’ efficiency: an order-m frontier analysis," Journal of Productivity Analysis, Springer, vol. 54(1), pages 27-41, August.
    16. Kogan, Konstantin & Chernonog, Tatyana, 2019. "Competition under industry-stock-driven prevailing market price: Environmental consequences and the effect of uncertainty," European Journal of Operational Research, Elsevier, vol. 276(3), pages 929-946.
    17. Jay N. Meegoda & Daniel Watts & Hsin-Neng Hsieh & Bruno Bezerra de Souza, 2021. "Community Based Pollution Prevention for Two Urban Cities—A Case Study," Clean Technol., MDPI, vol. 3(1), pages 1-20, January.
    18. Zhou, Taiyun & Gan, Jiawu, 2022. "Institutional investors' site visits and corporate social responsibility: Evidence from China," Economic Modelling, Elsevier, vol. 115(C).
    19. Woon Leong Lin & Siong Hook Law & W. N. W. Azman‐Saini, 2020. "Market differentiation threshold and the relationship between corporate social responsibility and corporate financial performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(3), pages 1279-1293, May.
    20. Chen, Chaoyi & Polemis, Michael & Stengos, Thanasis, 2018. "On the Examination of Competition in the Petroleum Industry: A Pooled Panel Threshold Analysis," MPRA Paper 89671, University Library of Munich, Germany.
    21. Byungjun Yu & Saixing Zeng & Hongquan Chen & Xiaohua Meng & Chiming Tam, 2021. "Doing more and doing better are two different entities: Different patterns of family control and environmental performance," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 1-20, January.
    22. George E. Halkos & Michael L. Polemis, 2019. "The impact of market structure on environmental efficiency in the United States: A quantile approach," Business Strategy and the Environment, Wiley Blackwell, vol. 28(1), pages 127-142, January.
    23. Xiangyu Chen & Peng Wan, 2020. "Social trust and corporate social responsibility: Evidence from China," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(2), pages 485-500, March.
    24. Polemis, Michael L. & Tzeremes, Nickolaos G., 2019. "Competitive conditions and sectors’ productive efficiency: A conditional non-parametric frontier analysis," European Journal of Operational Research, Elsevier, vol. 276(3), pages 1104-1118.
    25. Mudeer Ahmed Khattak & Buerhan Saiti, 2021. "Banks' environmental policy and business outcomes: The role of competition," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 302-317, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Gary Koop & Simon M. Potter, 2009. "Prior Elicitation In Multiple Change-Point Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(3), pages 751-772, August.
    2. Geweke, John & Jiang, Yu, 2011. "Inference and prediction in a multiple-structural-break model," Journal of Econometrics, Elsevier, vol. 163(2), pages 172-185, August.
    3. Gary M. Koop & Simon M. Potter, 2004. "Forecasting and Estimating Multiple Change-point Models with an Unknown Number of Change-points," Discussion Papers in Economics 04/31, Division of Economics, School of Business, University of Leicester.
    4. Jochmann, Markus & Koop, Gary & Strachan, Rodney W., 2010. "Bayesian forecasting using stochastic search variable selection in a VAR subject to breaks," International Journal of Forecasting, Elsevier, vol. 26(2), pages 326-347, April.
    5. M. Hashem Pesaran & Davide Pettenuzzo & Allan Timmermann, 2006. "Forecasting Time Series Subject to Multiple Structural Breaks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(4), pages 1057-1084.
    6. John M. Maheu & Stephen Gordon, 2008. "Learning, forecasting and structural breaks," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 553-583.
    7. Jiawen Xu & Pierre Perron, 2023. "Forecasting in the presence of in-sample and out-of-sample breaks," Empirical Economics, Springer, vol. 64(6), pages 3001-3035, June.
    8. Jiawen Xu & Pierre Perron, 2015. "Forecasting in the presence of in and out of sample breaks," Boston University - Department of Economics - Working Papers Series wp2015-012, Boston University - Department of Economics.
    9. Koop, Gary & Potter, Simon, 2010. "A flexible approach to parametric inference in nonlinear and time varying time series models," Journal of Econometrics, Elsevier, vol. 159(1), pages 134-150, November.
    10. Chen, Chaoyi & Polemis, Michael & Stengos, Thanasis, 2019. "Can exchange rate pass-through explain the asymmetric gasoline puzzle? Evidence from a pooled panel threshold analysis of the EU," Energy Economics, Elsevier, vol. 81(C), pages 1-12.
    11. Jiawen Xu & Pierre Perron, 2015. "Forecasting in the presence of in and out of sample breaks," Boston University - Department of Economics - Working Papers Series wp2015-012, Boston University - Department of Economics.
    12. Smith, Simon C., 2017. "Equity premium estimates from economic fundamentals under structural breaks," International Review of Financial Analysis, Elsevier, vol. 52(C), pages 49-61.
    13. Sjoerd van den Hauwe & Richard Paap & Dick J.C. van Dijk, 2011. "An Alternative Bayesian Approach to Structural Breaks in Time Series Models," Tinbergen Institute Discussion Papers 11-023/4, Tinbergen Institute.
    14. Polemis, Michael & Tselekounis, Markos, 2019. "Does deregulation drive innovation intensity? Lessons learned from the OECD telecommunications sector," MPRA Paper 92770, University Library of Munich, Germany.
    15. Dufays, Arnaud & Rombouts, Jeroen V.K., 2020. "Relevant parameter changes in structural break models," Journal of Econometrics, Elsevier, vol. 217(1), pages 46-78.
    16. Rossi, Barbara, 2013. "Advances in Forecasting under Instability," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 1203-1324, Elsevier.
    17. David Ardia & Arnaud Dufays & Carlos Ordás Criado, 2024. "Linking Frequentist and Bayesian Change-Point Methods," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(4), pages 1155-1168, October.
    18. Simon C. Smith, 2020. "Equity premium prediction and structural breaks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 25(3), pages 412-429, July.
    19. repec:hal:journl:peer-00732535 is not listed on IDEAS
    20. Giuseppe Pagano Giorgianni & Valeria Patella, 2024. "Belief distortions and Disagreement about Inflation," Working Paper series 24-08, Rimini Centre for Economic Analysis.
    21. Bauwens, Luc & Rombouts, Jeroen V.K., 2012. "On marginal likelihood computation in change-point models," Computational Statistics & Data Analysis, Elsevier, vol. 56(11), pages 3415-3429.

    More about this item

    Keywords

    Competition; Concentration; Threshold; Non-linearities; Inverted V-shaped;
    All these keywords.

    JEL classification:

    • Q52 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Pollution Control Adoption and Costs; Distributional Effects; Employment Effects
    • L10 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - General
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models; Threshold Regression Models

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:rim:rimwps:17-07. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Marco Savioli (email available below). General contact details of provider: https://edirc.repec.org/data/rcfeait.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.