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Kernel-Based Regularized Least Squares in R (KRLS) and Stata (krls)

Citations

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Cited by:

  1. Kim, Young-An & Hipp, John R., 2025. "Examining how structural characteristics and the physical environment simultaneously impact crime in neighborhoods: Using a semi-parametric strategy," Journal of Criminal Justice, Elsevier, vol. 99(C).
  2. Christopher Hare & Tzu-Ping Liu & Robert N. Lupton, 2018. "What Ordered Optimal Classification reveals about ideological structure, cleavages, and polarization in the American mass public," Public Choice, Springer, vol. 176(1), pages 57-78, July.
  3. Usman, Ojonugwa & Iorember, Paul Terhemba & Ozkan, Oktay & Alola, Andrew Adewale, 2024. "Dampening energy security-related uncertainties in the United States: The role of green energy-technology investment and operation of transnational corporations," Energy, Elsevier, vol. 289(C).
  4. Syed Tauseef Hassan & Salahuddin khan & Danish & Muhammad Sadiq, 2024. "Production-based carbon emission, and transportation in China: probing the role of clean energy based on simulation and machine learning," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(4), pages 3949-3972, August.
  5. Joachim Wagner, 2024. "Cloud Computing and Extensive Margins of Exports: Evidence for Manufacturing Firms from 27 EU Countries," Journal of Information Economics, Anser Press, vol. 2(1), pages 102-111, March.
  6. Mohammad Subhan & Aqsa Anjum & M. N. Zamir & Dervis Kirikkaleli, 2024. "Do energy, inflation, and financial development stimulate economic welfare in India? Empirical insights from novel dynamic ARDL and KRLS simulations," Economic Change and Restructuring, Springer, vol. 57(4), pages 1-27, August.
  7. Brahma, Sweta & Sen, Biswajit & Chaudhary, Udita & Maiti, Sanjit & Ganguly, Sangita & Verma, Ajay, 2024. "Consumption of Milk and Other Dairy Products as Influenced by Dietary Habits of Vegetarians and Non-vegetarians in Kamrup District of Assam, India: A Study," Asian Journal of Agricultural Extension, Economics & Sociology, Asian Journal of Agricultural Extension, Economics & Sociology, vol. 42(12), pages 1-10.
  8. Joachim Wagner, 2024. "Estimation of empirical models for margins of exports with unknown non-linear functional forms: A Kernel-Regularized Least Squares (KRLS) approach Evidence from eight European countries," Working Paper Series in Economics 424, University of Lüneburg, Institute of Economics.
  9. Kartal, Mustafa Tevfik & Santosh, M. & Taşkın, Dilvin & Kılıç Depren, Serpil & Ayhan, Fatih, 2025. "Impact of productive capacity shifts, energy-related R&D investments, energy use, and income on environmental degradation: Evidence from leading developed countries," Renewable Energy, Elsevier, vol. 251(C).
  10. Wagner, Joachim, 2024. "Estimation of empirical models for margins of exports with unknown nonlinear functional forms: A Kernel-Regularized Least Squares (KRLS) approach," KCG Working Papers 32, Kiel Centre for Globalization (KCG).
  11. Ourania Dimitraki & Kyriakos Emmanouilidis, 2024. "Analysis of the Economic Effects of Defence Spending in Spain: A Re-Examination Through Dynamic ARDL Simulations and Kernel-Based Regularized Least Squares," Defence and Peace Economics, Taylor & Francis Journals, vol. 35(7), pages 908-930, October.
  12. Chun Jiang & Yihan Qiu & Danish, 2025. "Can green finance be helpful in shifting from resource curse to resource blessing in China? Evidence from Markov switching equilibrium model," Natural Resources Forum, Blackwell Publishing, vol. 49(2), pages 1691-1707, May.
  13. Wei, Xun & Pal, Shreya & Mahalik, Mantu Kumar & Liu, Weibai, 2024. "The role of energy efficiency in income inequality dynamics in developing Asia: Evidence from artificial neural networks," Energy Economics, Elsevier, vol. 136(C).
  14. Mustafa Tevfik Kartal & Shahriyar Mukhtarov & Özer Depren & Fatih Ayhan & Talat Ulussever, 2025. "How Can SDG‐13 Be Achieved by Energy, Environment, and Economy‐Related Policies? Evidence From Five Leading Emerging Countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(4), pages 5110-5133, August.
  15. McCloud, Nadine & Ivey, Wendel, 2025. "Do international capital flows discourage labour productivity in the Caribbean? An empirical investigation of Jamaica," International Economics, Elsevier, vol. 182(C).
  16. Lin, Boqiang & Ullah, Sami, 2024. "Modeling the impacts of changes in nuclear energy, natural gas, and coal in the environment through the novel DARDL approach," Energy, Elsevier, vol. 287(C).
  17. Wagner Joachim, 2025. "Robots and Extensive Margins of Exports – Evidence for Manufacturing Firms from 27 EU Countries," Review of Economics, De Gruyter, vol. 76(1), pages 23-35.
  18. Choi, Yeri & Lee, Sugie, 2020. "The impact of urban physical environments on cooling rates in summer: Focusing on interaction effects with a kernel-based regularized least squares (KRLS) model," Renewable Energy, Elsevier, vol. 149(C), pages 523-534.
  19. Joachim Wagner, 2025. "Digitalization Intensity and Extensive Margins of Exports in Manufacturing Firms from 27 EU Countries - Evidence from Kernel-Regularized Least Squares Regression," Economic Analysis Letters, Anser Press, vol. 4(1), pages 22-29, March.
  20. Ali, Wajid & Dash, Devi Prasad & Dagar, Vishal & Kagzi, Muneza & Elmawazini, Khaled, 2025. "Financial development for energy access: Evidence from credit rationing and carbon emission in MENA region," International Review of Financial Analysis, Elsevier, vol. 103(C).
  21. Joachim Wagner, 2025. "Firm characteristics of two-way traders: Evidence from Probit vs. Kernel-Regularized Least Squares regressions," Working Paper Series in Economics 433, University of Lüneburg, Institute of Economics.
  22. Kartal, Mustafa Tevfik & Magazzino, Cosimo & Taşkın, Dilvin & Depren, Özer & Ayhan, Fatih, 2025. "Efficiency of green bond, clean energy, oil price, and geopolitical risk on sectoral decarbonization: Evidence from the globe by daily data and marginal effect analysis," Applied Energy, Elsevier, vol. 392(C).
  23. Adebayo, Tomiwa Sunday & Saeed Meo, Muhammad & Özkan, Oktay, 2024. "Scrutinizing the impact of energy transition on GHG emissions in G7 countries via a novel green quality of energy mix index," Renewable Energy, Elsevier, vol. 226(C).
  24. Soto, Gonzalo H. & Balsalobre-Lorente, Daniel & Martinez-Cobas, Xavier, 2025. "Environmental legislative shaping or green competitive advantages? The role of FDI among environmental regulations," Energy Economics, Elsevier, vol. 145(C).
  25. Kartal, Mustafa Tevfik & Pata, Ugur Korkut & Kılıç Depren, Serpil & Depren, Özer, 2023. "Effects of possible changes in natural gas, nuclear, and coal energy consumption on CO2 emissions: Evidence from France under Russia’s gas supply cuts by dynamic ARDL simulations approach," Applied Energy, Elsevier, vol. 339(C).
  26. Lin, Xiang & Li, Xiaoying, 2025. "A study on anchoring Swedish inflation expectations in times of turbulence," Energy Economics, Elsevier, vol. 144(C).
  27. Ozkan, Oktay & Coban, Mustafa Necati & Destek, Mehmet Akif, 2024. "Navigating the winds of change: Assessing the impact of wind energy innovations and fossil energy efficiency on carbon emissions in China," Renewable Energy, Elsevier, vol. 228(C).
  28. Ullah, Sami & Lin, Boqiang, 2024. "Green energy dynamics: Analyzing the environmental impacts of renewable, hydro, and nuclear energy consumption in Pakistan," Renewable Energy, Elsevier, vol. 232(C).
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