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Many outcomes of interest in the social and health sciences, as well as in modern applications in computational social science and experimentation on social media platforms, are ordinal and do not have a meaningful scale.
Estimating causal effects of treatments in randomized and nonrandomized studies
Rubin, D. B. (1974) · 1974
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Parental education, social class and entry to higher education 1976-86
Burnhill, P., Garner, C., and McPherson, A. (1990) · 1976
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Bayesian inference for causal effects: The role of randomization
Rubin, D. B. (1978) · 1978
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Randomization analysis of experimental data: The fisher randomization test comment
Rubin, D. B. (1980) · 1980
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Inference for the linear model using a likelihood based on ranks
Pettitt, A. (1982) · 1982
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Assessing sensitivity to an unobserved binary covariate in an observational study with binary outcome
Rosenbaum, P. R. and Rubin, D. B. (1983) · 1983
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Holland, P. W. (1986) · 1986
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Job involvement, sense of participation and jobsatisfaction: A study in banking industry
Singh, M. and Pestonjee, D. M. (1990) · 1990
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The visual analogue pain intensity scale: what is moderate pain in millimetres?
Collins, S. L., Moore, R. A., and McQuay, H. J. (1997) · 1997
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Rubin, D. B. (2005) · 2005
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The identification and economic content of ordered choice models with stochastic thresholds
Cunha, F., Heckman, J. J., and Navarro, S. (2007) · 2007
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Extending the rank likelihood for semiparametric copula estimation
Long-term effects of parents’ education on children’s educational and occupational success: Mediation by family interactions, child aggression, and teenage aspirations
Dubow, E. F., Boxer, P., and Huesmann, L. R. (2009) · 2009
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A first course in Bayesian statistical methods
Hoff, P. D. (2009) · 2009
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Statistical inference for causal effects
Mealli, F., Pacini, B., and Rubin, D. B. (2012) · 2012
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General social surveys, 1972-2012
Smith, T. W., Marsden, P., Hout, M., and Kim, J. (2013) · 2012
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Nonparametric analysis of treatment effects in ordered response models
Boes, S. (2013) · 2013
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Agnostic notes on regression adjustments to experimental data: Reexamining freedman’s critique
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Hoff, P. D. (2007) · 2007
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Rank likelihood estimation for continuous and discrete data
Hoff, P. D. (2008) · 2008
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Bayesian analysis of treatment effects in an ordered potential outcomes model
Li, M. and Tobias, J. L. (2008) · 2008
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Lin, W. et al. (2013) · 2013
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Causal inference from 2k factorial designs by using potential outcomes
Dasgupta, T., Pillai, N. S., and Rubin, D. B. (2014) · 2014
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Causal inference for statistics, social, and biomedical sciences : an introduction
Imbens, G. and Rubin, D. B. (2015) · 2015
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