The acceptable R-square in empirical modelling for social science research
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Andrew Gelman & Ben Goodrich & Jonah Gabry & Aki Vehtari, 2019. "R-squared for Bayesian Regression Models," The American Statistician, Taylor & Francis Journals, vol. 73(3), pages 307-309, July.
- Colin Cameron, A. & Windmeijer, Frank A. G., 1997. "An R-squared measure of goodness of fit for some common nonlinear regression models," Journal of Econometrics, Elsevier, vol. 77(2), pages 329-342, April.
- Curt Hagquist & Magnus Stenbeck, 1998. "Goodness of Fit in Regression Analysis – R 2 and G 2 Reconsidered," Quality & Quantity: International Journal of Methodology, Springer, vol. 32(3), pages 229-245, August.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Guan, Jinping & Du, Xinyu & Zhang, Jiayue & Maymin, Philip & DeSoto, Emma & Langer, Ellen & He, Zhengbing, 2024. "Private vehicle drivers’ acceptance of autonomous vehicles: The role of trait mindfulness," Transport Policy, Elsevier, vol. 149(C), pages 211-221.
- Saini, Munish & Prakash, Gyan & Yaqub, Muhammad Zafar & Agarwal, Reeti, 2024. "Why do people purchase plant-based meat products from retail stores? Examining consumer preferences, motivations and drivers," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
- Serdar Ongan & Ismet Gocer & Huseyin Karamelikli, 2025. "The impacts of exchange rate on US adjusted bilateral trade balance with Germany under Brexit: A comparative analysis," Manchester School, University of Manchester, vol. 93(1), pages 1-29, January.
- Hussain, Atif & Shafiq, Adnan & Awan, Muhammad Usman & Hashmi, Junaid Iqbal, 2025. "A text mining study of online reviews to understand intercity bus service quality," Transport Policy, Elsevier, vol. 162(C), pages 325-335.
- Dorta-González, Pablo & Rodríguez-Caro, Alejandro & Dorta-González, María Isabel, 2024. "Societal and scientific impact of policy research: A large-scale empirical study of some explanatory factors using Altmetric and Overton," Journal of Informetrics, Elsevier, vol. 18(3).
- Mohamad F. N. Aulady & Dwini Handayani & Toshio Fujimi, 2025. "Enhancing emergency kit preparedness of Indonesia’s poor community through insight from behavioral economics," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 121(2), pages 2095-2110, 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.- Burkey, Mark L. & Obeng, Kofi, 2005. "Crash Risk Reduction at Signalized Intersections Using Longitudinal Data," MPRA Paper 36281, University Library of Munich, Germany.
- Harkness, Caroline & Areal, Francisco J. & Semenov, Mikhail A. & Senapati, Nimai & Shield, Ian F. & Bishop, Jacob, 2023. "Towards stability of food production and farm income in a variable climate," Ecological Economics, Elsevier, vol. 204(PA).
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998.
"An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics,"
Journal of Human Resources, University of Wisconsin Press, vol. 33(2), pages 251-299.
- J. Fitzgerald & P. Gottschalk & R. Moffitt, "undated". "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Institute for Research on Poverty Discussion Papers 1156-98, University of Wisconsin Institute for Research on Poverty.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1997. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Boston College Working Papers in Economics 394, Boston College Department of Economics.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," NBER Technical Working Papers 0220, National Bureau of Economic Research, Inc.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of income Dynamics," Economics Working Paper Archive 379, The Johns Hopkins University,Department of Economics.
- Hiau LooiKee & Alessandro Nicita & Marcelo Olarreaga, 2009.
"Estimating Trade Restrictiveness Indices,"
Economic Journal, Royal Economic Society, vol. 119(534), pages 172-199, January.
- Hiau Looi Kee & Alessandro Nicita & Marcelo Olarreaga, 2009. "Estimating Trade Restrictiveness Indices," Economic Journal, Royal Economic Society, vol. 119(534), pages 172-199, January.
- Olarreaga, Marcelo & Nicita, Alessandro & Kee, Hiau Looi, 2006. "Estimating Trade Restrictiveness Indices," CEPR Discussion Papers 5576, C.E.P.R. Discussion Papers.
- Kee, Hiau Looi & Nicita, Alessandro & Olarreaga, Marcelo, 2006. "Estimating trade restrictiveness indices," Policy Research Working Paper Series 3840, The World Bank.
- Dabao Zhang, 2022. "Coefficients of Determination for Mixed-Effects Models," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 27(4), pages 674-689, December.
- Wam, Hilde Karine & Pedersen, Hans Chr. & Hjeljord, Olav, 2012. "Balancing hunting regulations and hunter satisfaction: An integrated biosocioeconomic model to aid in sustainable management," Ecological Economics, Elsevier, vol. 79(C), pages 89-96.
- Jonas Dehning & Sebastian B. Mohr & Sebastian Contreras & Philipp Dönges & Emil N. Iftekhar & Oliver Schulz & Philip Bechtle & Viola Priesemann, 2023. "Impact of the Euro 2020 championship on the spread of COVID-19," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
- Simon Blanchard & Wayne DeSarbo, 2013. "A New Zero-Inflated Negative Binomial Methodology for Latent Category Identification," Psychometrika, Springer;The Psychometric Society, vol. 78(2), pages 322-340, April.
- Jaimovich, Dany, 2015. "Missing Links, Missing Markets: Evidence of the Transformation Process in the Economic Networks of Gambian Villages," World Development, Elsevier, vol. 66(C), pages 645-664.
- Jackson, Robert & Rainey, Carlisle, 2023. "Generation Effects on Americans’ Symbolic Ideology and Attitudes Toward the Economic Role of Government," SocArXiv ck7de, Center for Open Science.
- Sanghamitra Bandyopadhyay & Frank A. Cowell & Emmanual Flachaire, 2009.
"Goodness-of-Fit: An Economic Approach,"
Economics Series Working Papers
444, University of Oxford, Department of Economics.
- Cowell, Frank & Flachaire, Emmanuel & Bandyopadhyay, Sanghamitra, 2009. "Goodness-of-fit: an economic approach," LSE Research Online Documents on Economics 25433, London School of Economics and Political Science, LSE Library.
- Sanghamitra Bandyopadhyay & Frank A Cowell & Emmanuel Flachaire, 2009. "Goodness-of-Fit: An Economic Approach," STICERD - Distributional Analysis Research Programme Papers 101, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
- Marco Alfò & Giovanni Trovato, 2004. "Semiparametric Mixture Models for Multivariate Count Data, with Application," CEIS Research Paper 51, Tor Vergata University, CEIS.
- Salvatore Ingrassia & Antonio Punzo, 2020. "Cluster Validation for Mixtures of Regressions via the Total Sum of Squares Decomposition," Journal of Classification, Springer;The Classification Society, vol. 37(2), pages 526-547, July.
- Adrian Rauchfleisch & Mike S Schäfer & Dario Siegen, 2021. "Beyond the ivory tower: Measuring and explaining academic engagement with journalists, politicians and industry representatives among Swiss professors," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-20, May.
- Scuotto, Veronica & Garcia-Perez, Alexeis & Nespoli, Chiara & Messeni Petruzzelli, Antonio, 2020. "A repositioning organizational knowledge dynamics by functional upgrading and downgrading strategy in global value chain," Journal of International Management, Elsevier, vol. 26(4).
- Vasileios Laitsos & Georgios Vontzos & Paschalis Paraschoudis & Eleftherios Tsampasis & Dimitrios Bargiotas & Lefteri H. Tsoukalas, 2024. "The State of the Art Electricity Load and Price Forecasting for the Modern Wholesale Electricity Market," Energies, MDPI, vol. 17(22), pages 1-37, November.
- Connor M. French & Laura D. Bertola & Ana C. Carnaval & Evan P. Economo & Jamie M. Kass & David J. Lohman & Katharine A. Marske & Rudolf Meier & Isaac Overcast & Andrew J. Rominger & Phillip P. A. Sta, 2023. "Global determinants of insect mitochondrial genetic diversity," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
- Mo'ath ALSHANNAQ & Rana IMAM, 2020. "Evaluating The Safety Performance Of Roundabouts," Transport Problems, Silesian University of Technology, Faculty of Transport, vol. 15(1), pages 141-152, March.
- Knut Are Aastveit & Jamie Cross & Francesco Furlanetto & Herman K. Van Dijk, 2024.
"Taylor Rules with Endogenous Regimes,"
Tinbergen Institute Discussion Papers
24-030/III, Tinbergen Institute.
- Knut Are Aastveit & Jamie L. Cross & Francesco Furlanetto & Herman K. Van Dijk, 2024. "Taylor Rules with Endogenous Regimes," Working Papers No 04/2024, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
- Cynthia Wu & Jessica G Woo & Nanhua Zhang, 2017. "Association between urinary manganese and blood pressure: Results from National Health and Nutrition Examination Survey (NHANES), 2011-2014," PLOS ONE, Public Library of Science, vol. 12(11), pages 1-6, November.
More about this item
Keywords
R-square; low R-square; social science; research; empirical model; modelling; regression.;All these keywords.
JEL classification:
- C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
- C30 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - General
- C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2023-01-23 (Econometrics)
Statistics
Access and download statisticsCorrections
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:pra:mprapa:115769. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.