Hierarchical Bayesian spectral regression with shape constraints for multi-group data
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DOI: 10.1016/j.csda.2024.108036
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- J. O. Ramsay, 1998. "Estimating smooth monotone functions," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 60(2), pages 365-375.
- Blanchflower, David G. & Oswald, Andrew J., 2004.
"Well-being over time in Britain and the USA,"
Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1359-1386, July.
- David G. Blanchflower & Andrew J. Oswald, 2000. "Well-Being Over Time in Britain and the USA," NBER Working Papers 7487, National Bureau of Economic Research, Inc.
- Blanchflower, David G. & Oswald, Andrew J., 2001. "Well-Being Over Time in Britain and the USA," The Warwick Economics Research Paper Series (TWERPS) 616, University of Warwick, Department of Economics.
- Blanchflower, David G. & Oswald, Andrew J., 2001. "Well-Being Over Time in Britain and the USA," Economic Research Papers 269386, University of Warwick - Department of Economics.
- Blanchflower, David G. & Oswald, Andrew J., 2008.
"Is well-being U-shaped over the life cycle?,"
Social Science & Medicine, Elsevier, vol. 66(8), pages 1733-1749, April.
- Blanchflower, David G. & Oswald, Andrew J., 2007. "Is Well-being U-Shaped over the Life Cycle?," Economic Research Papers 269775, University of Warwick - Department of Economics.
- Blanchflower, David G. & Oswald, Andrew J., 2007. "Is Well-Being U-Shaped over the Life Cycle?," IZA Discussion Papers 3075, Institute of Labor Economics (IZA).
- Blanchflower, David G. & Oswald, Andrew J., 2007. "Is Well-being U-Shaped over the Life Cycle?," The Warwick Economics Research Paper Series (TWERPS) 826, University of Warwick, Department of Economics.
- David G. Blanchflower & Andrew Oswald, 2007. "Is Well-being U-Shaped over the Life Cycle?," NBER Working Papers 12935, National Bureau of Economic Research, Inc.
- Lizhen Lin & David B. Dunson, 2014. "Bayesian monotone regression using Gaussian process projection," Biometrika, Biometrika Trust, vol. 101(2), pages 303-317.
- David G. Blanchflower, 2021.
"Is happiness U-shaped everywhere? Age and subjective well-being in 145 countries,"
Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(2), pages 575-624, April.
- Blanchflower, David G., 2020. "Is Happiness U-shaped Everywhere? Age and Subjective Well-being in 145 Countries," GLO Discussion Paper Series 530, Global Labor Organization (GLO).
- Ander Wilson & Jessica Tryner & Christian L'Orange & John Volckens, 2020. "Bayesian nonparametric monotone regression," Environmetrics, John Wiley & Sons, Ltd., vol. 31(8), December.
- S. McKay Curtis & Sujit K. Ghosh, 2011. "A variable selection approach to monotonic regression with Bernstein polynomials," Journal of Applied Statistics, Taylor & Francis Journals, vol. 38(5), pages 961-976, February.
- Frijters, Paul & Beatton, Tony, 2012.
"The mystery of the U-shaped relationship between happiness and age,"
Journal of Economic Behavior & Organization, Elsevier, vol. 82(2), pages 525-542.
- Paul Frijters & Tony Beatton, 2008. "The mystery of the U-shaped relationship between happiness and age," NCER Working Paper Series 26, National Centre for Econometric Research.
- P. J. Lenk, 1999. "Bayesian inference for semiparametric regression using a Fourier representation," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 61(4), pages 863-879.
- Ruppert,David & Wand,M. P. & Carroll,R. J., 2003. "Semiparametric Regression," Cambridge Books, Cambridge University Press, number 9780521780506, January.
- Elisabet Beseran & Juan M. Pericàs & Lucinda Cash-Gibson & Meritxell Ventura-Cots & Keshia M. Pollack Porter & Joan Benach, 2022. "Deaths of Despair: A Scoping Review on the Social Determinants of Drug Overdose, Alcohol-Related Liver Disease and Suicide," IJERPH, MDPI, vol. 19(19), pages 1-18, September.
- Thomas S. Shively & Thomas W. Sager & Stephen G. Walker, 2009. "A Bayesian approach to non‐parametric monotone function estimation," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 71(1), pages 159-175, January.
- Edsel L. Beja, 2018.
"The U-shaped relationship between happiness and age: evidence using world values survey data,"
Quality & Quantity: International Journal of Methodology, Springer, vol. 52(4), pages 1817-1829, July.
- Beja, Edsel Jr., 2018. "The U-shaped relationship between happiness and age: Evidence using World Values Survey data," MPRA Paper 101078, University Library of Munich, Germany.
- Ruppert,David & Wand,M. P. & Carroll,R. J., 2003. "Semiparametric Regression," Cambridge Books, Cambridge University Press, number 9780521785167, January.
- Paul L. Speckman, 2003. "Fully Bayesian spline smoothing and intrinsic autoregressive priors," Biometrika, Biometrika Trust, vol. 90(2), pages 289-302, June.
- Allenby, Greg M & Lenk, Peter J, 1995. "Reassessing Brand Loyalty, Price Sensitivity, and Merchandising Effects on Consumer Brand Choice," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 281-289, July.
- Ander Wilson & David M. Reif & Brian J. Reich, 2014. "Hierarchical dose–response modeling for high-throughput toxicity screening of environmental chemicals," Biometrics, The International Biometric Society, vol. 70(1), pages 237-246, March.
- Mary Meyer & Amber Hackstadt & Jennifer Hoeting, 2011. "Bayesian estimation and inference for generalised partial linear models using shape-restricted splines," Journal of Nonparametric Statistics, Taylor & Francis Journals, vol. 23(4), pages 867-884.
- Peter J. Lenk & Wayne S. DeSarbo & Paul E. Green & Martin R. Young, 1996. "Hierarchical Bayes Conjoint Analysis: Recovery of Partworth Heterogeneity from Reduced Experimental Designs," Marketing Science, INFORMS, vol. 15(2), pages 173-191.
- Se Yoon Lee & Bowen Lei & Bani Mallick, 2020. "Estimation of COVID-19 spread curves integrating global data and borrowing information," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-17, July.
- Inyoung Kim & Noah D. Cohen & Raymond J. Carroll, 2003. "Semiparametric Regression Splines in Matched Case-Control Studies," Biometrics, The International Biometric Society, vol. 59(4), pages 1158-1169, December.
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Keywords
B-splines; Hierarchical Bayes; Group-specific curves; Orthogonal polynomials; Pooling information; Shape constraints; Sparse data;All these keywords.
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