Bayesian multilevel logistic regression models: a case study applied to the results of two questionnaires administered to university students
Author
Abstract
Suggested Citation
DOI: 10.1007/s00180-022-01287-4
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992.
"Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?,"
Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
- Kwiatkowski, D. & Phillips, P.C.B. & Schmidt, P., 1990. "Testing the Null Hypothesis of Stationarity Against the Alternative of Unit Root : How Sure are we that Economic Time Series have a Unit Root?," Papers 8905, Michigan State - Econometrics and Economic Theory.
- Denis Kwiatkowski & Peter C.B. Phillips & Peter Schmidt, 1991. "Testing the Null Hypothesis of Stationarity Against the Alternative of a Unit Root: How Sure Are We That Economic Time Series Have a Unit Root?," Cowles Foundation Discussion Papers 979, Cowles Foundation for Research in Economics, Yale University.
- Xiaofei Wang & Nicholas G. Reich & Nicholas J. Horton, 2019. "Enriching Students’ Conceptual Understanding of Confidence Intervals: An Interactive Trivia-Based Classroom Activity," The American Statistician, Taylor & Francis Journals, vol. 73(1), pages 50-55, January.
- King, Gary & Zeng, Langche, 2001. "Logistic Regression in Rare Events Data," Political Analysis, Cambridge University Press, vol. 9(2), pages 137-163, January.
- Tang, Nian-Sheng & Duan, Xing-De, 2014. "Bayesian influence analysis of generalized partial linear mixed models for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 126(C), pages 86-99.
- De la Cruz, Rolando & Meza, Cristian & Arribas-Gil, Ana & Carroll, Raymond J., 2016. "Bayesian regression analysis of data with random effects covariates from nonlinear longitudinal measurements," Journal of Multivariate Analysis, Elsevier, vol. 143(C), pages 94-106.
- Bornmann, Lutz & Stefaner, Moritz & de Moya Anegón, Felix & Mutz, Rüdiger, 2016. "Excellence networks in science: A Web-based application based on Bayesian multilevel logistic regression (BMLR) for the identification of institutions collaborating successfully," Journal of Informetrics, Elsevier, vol. 10(1), pages 312-327.
- Jara, Alejandro & Quintana, Fernando & San Martin, Ernesto, 2008. "Linear mixed models with skew-elliptical distributions: A Bayesian approach," Computational Statistics & Data Analysis, Elsevier, vol. 52(11), pages 5033-5045, July.
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.- Matteo Mogliani, 2010.
"Residual-based tests for cointegration and multiple deterministic structural breaks: A Monte Carlo study,"
Working Papers
halshs-00564897, HAL.
- Matteo Mogliani, 2010. "Residual-based tests for cointegration and multiple deterministic structural breaks: A Monte Carlo study," PSE Working Papers halshs-00564897, HAL.
- Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017.
"Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis,"
Energy Economics, Elsevier, vol. 63(C), pages 199-212.
- Muhammad Shahbaz & Thi Hong Van Hoang & Mantu Kumar Mahalik & David Roubaud, 2016. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Post-Print hal-02148483, HAL.
- Shahbaz, Muhammad & HOANG, Thi Hong Van & Kumar, Mantu & Roubaud, David, 2017. "Energy Consumption, Financial Development and Economic Growth in India: New Evidence from a Nonlinear and Asymmetric Analysis," MPRA Paper 76527, University Library of Munich, Germany, revised 01 Feb 2017.
- Antonia López Villavicencio & Josep Lluís Raymond Bara, 2006. "The short and long-run determinants of the real exchange rate in Mexico," Working Papers wpdea0606, Department of Applied Economics at Universitat Autonoma of Barcelona.
- Saaed, A.A.J., 2007. "Inflation and Economic Growth in Kuwait: 1985-2005. Evidence from Co-Integration and Error Correction Model," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 7(1).
- Demiralay, Sercan & Ulusoy, Veysel, 2014. "Value-at-risk Predictions of Precious Metals with Long Memory Volatility Models," MPRA Paper 53229, University Library of Munich, Germany.
- John Barkoulas & Christopher Baum & Mustafa Caglayan, 1999.
"Fractional monetary dynamics,"
Applied Economics, Taylor & Francis Journals, vol. 31(11), pages 1393-1400.
- John Barkoulas & Christopher F. Baum & Mustafa Caglayan, 1998. "Fractional Monetary Dynamics," Boston College Working Papers in Economics 321., Boston College Department of Economics.
- F. Gauthier & D. Germain & B. Hétu, 2017. "Logistic models as a forecasting tool for snow avalanches in a cold maritime climate: northern Gaspésie, Québec, Canada," 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. 89(1), pages 201-232, October.
- Jan Babecký & Fabrizio Coricelli & Roman Horváth, 2009.
"Assessing Inflation Persistence: Micro Evidence on an Inflation Targeting Economy,"
Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 59(2), pages 102-127, June.
- Jan Babecky & Fabrizio Coricelli & Roman Horvath, 2008. "Assessing Inflation Persistence: Micro Evidence on an Inflation Targeting Economy," CERGE-EI Working Papers wp353, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
- Ian Babetskii & Fabrizio Coricelli & Roman Horvath, 2009. "Assessing Inflation Persistence: Micro Evidence on an Inflation Targeting Economy," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00643340, HAL.
- Coricelli, Fabrizio & Horváth, Roman & ,, 2009. "Assessing Inflation Persistence: Micro Evidence on an Inflation Targeting Economy," CEPR Discussion Papers 7268, C.E.P.R. Discussion Papers.
- Ian Babetskii & Fabrizio Coricelli & Roman Horvath, 2009. "Assessing Inflation Persistence: Micro Evidence on an Inflation Targeting Economy," Post-Print hal-00643340, HAL.
- Creel, Jerome & Bihan, Herve Le, 2006.
"Using structural balance data to test the fiscal theory of the price level: Some international evidence,"
Journal of Macroeconomics, Elsevier, vol. 28(2), pages 338-360, June.
- Jérôme Creel & Hervé Le Bihan, 2006. "Using Structural Balance Data to Test the Fiscal Theory of the Price Level: Some International Evidence," SciencePo Working papers Main hal-01065036, HAL.
- Jérôme Creel & Hervé Le Bihan, 2006. "Using Structural Balance Data to Test the Fiscal Theory of the Price Level: Some International Evidence," Post-Print hal-01065036, HAL.
- Douglas Cumming & Lars Hornuf & Moein Karami & Denis Schweizer, 2023.
"Disentangling Crowdfunding from Fraudfunding,"
Journal of Business Ethics, Springer, vol. 182(4), pages 1103-1128, February.
- Karami, Moein & Cumming, Douglas & Hornuf, Lars & Schweizer, Denis, 2017. "Disentangling Crowdfunding from Fraudfunding," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168120, Verein für Socialpolitik / German Economic Association.
- Pulapre Balakrishnan & M Parameswaran, 2019. "Modeling the Dynamics of Inflation in India," Working Papers 16, Ashoka University, Department of Economics.
- Baum, Christopher F & Karasulu, Meral, 1998.
"Modelling Federal Reserve Discount Policy,"
Computational Economics, Springer;Society for Computational Economics, vol. 11(1-2), pages 53-70, April.
- Christopher F. Baum & Meral Karasulu, 1996. "Modelling Federal Reserve Discount Policy," Boston College Working Papers in Economics 335., Boston College Department of Economics.
- Chen, Pei-Fen & Chien, Mei-Se & Lee, Chien-Chiang, 2011. "Dynamic modeling of regional house price diffusion in Taiwan," Journal of Housing Economics, Elsevier, vol. 20(4), pages 315-332.
- Isaac Abunyuwah, 2020. "Modeling Market Integration and Asymmetric Price Transmission Dynamics of Yam Markets in Ghana," Journal of Economics and Behavioral Studies, AMH International, vol. 12(3), pages 23-31.
- Eunae Yoo & Elliot Rabinovich & Bin Gu, 2020. "The Growth of Follower Networks on Social Media Platforms for Humanitarian Operations," Production and Operations Management, Production and Operations Management Society, vol. 29(12), pages 2696-2715, December.
- Shahzad, Syed Jawad Hussain & Raza, Naveed & Balcilar, Mehmet & Ali, Sajid & Shahbaz, Muhammad, 2017. "Can economic policy uncertainty and investors sentiment predict commodities returns and volatility?," Resources Policy, Elsevier, vol. 53(C), pages 208-218.
- Hu, Junjie & López Cabrera, Brenda & Melzer, Awdesch, 2021. "Advanced statistical learning on short term load process forecasting," IRTG 1792 Discussion Papers 2021-020, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
- Jin, Xiaoye, 2015. "Volatility transmission and volatility impulse response functions among the Greater China stock markets," Journal of Asian Economics, Elsevier, vol. 39(C), pages 43-58.
- Karakotsios, Achillefs & Katrakilidis, Constantinos & Kroupis, Nikolaos, 2021. "The dynamic linkages between food prices and oil prices. Does asymmetry matter?," The Journal of Economic Asymmetries, Elsevier, vol. 23(C).
- Mohsen Bahmani-Oskooee & Taggert Brooks, 2003. "A new criteria for selecting the optimum lags in Johansen's cointegration technique," Applied Economics, Taylor & Francis Journals, vol. 35(8), pages 875-880.
More about this item
Keywords
Bayesian inference; Prior distributions; Multilevel models; Bayesian logistic models;All these keywords.
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:spr:compst:v:38:y:2023:i:4:d:10.1007_s00180-022-01287-4. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.