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For randomized trials that use text as an outcome, traditional approaches for assessing treatment impact require that each document first be manually coded for constructs of interest by trained human raters.
Statistical Power Analysis for the Behavioral Sciences
Cohen, J. (1988) · 1988
Earlier work this paper cites.
On the application of probability theory to agricultural experiments. Essay on principles. Section 9
Splawa-Neyman, J., Dabrowska, D. M., and Speed, T. (1923/1990) · 1990
Earlier work this paper cites.
Multivariate adaptive regression splines
Friedman, J. H. (1991) · 1991
Earlier work this paper cites.
Minimum detectable effects: A simple way to report the statistical power of experimental designs
Bloom, H. S. (1995) · 1995
Earlier work this paper cites.
Computer analysis of essays
Burstein, J., Kukich, K., Wolff, S., Lu, C., and Chodorow, M. (1998) · 1998
Earlier work this paper cites.
The intelligent essay assessor: Applications to educational technology
Foltz, P. W., Laham, D., and Landauer, T. K. (1999) · 1999
Earlier work this paper cites.
Random forests
Breiman, L. (2001) · 2001
Earlier work this paper cites.
Linguistic inquiry and word count: Liwc 2001
Pennebaker, J. W., Francis, M. E., and Booth, R. J. (2001) · 2001
Earlier work this paper cites.
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Särndal, C.-E., Swensson, B., and Wretman, J. (2003) · 2003
Earlier work this paper cites.
The uses of argument
Toulmin, S. (2003) · 2003
Earlier work this paper cites.
Writing into the 21st century: An overview of research on writing, 1999 to 2004
Juzwik, M. M., Curcic, S., Wolbers, K., Moxley, K. D., Dimling, L. M., and Shankland, R. K. (2006) · 2004
Earlier work this paper cites.
Doubly robust estimation in missing data and causal inference models
Bang, H. and Robins, J. M. (2005) · 2005
Earlier work this paper cites.
Educational data mining: A survey from 1995 to 2005
Romero, C. and Ventura, S. (2007) · 2005
Earlier work this paper cites.
Arguing to learn. k. sawyer (ed.) handbook of the learning sciences (pp. 443-459)
Andriessen, J. (2006) · 2006
Earlier work this paper cites.
Social linguistics and literacies
Gee, J. P. (2007) · 2007
Earlier work this paper cites.
Algorithmic fairness in education
Kizilcec, R. F. and Lee, H. (2020) · 2007
Earlier work this paper cites.
Pattern recognition and neural networks
Ripley, B. D. (2007) · 2007
Earlier work this paper cites.
Building predictive models in r using the caret package
Kuhn, M. et al. (2008) · 2008
Earlier work this paper cites.
The Elements of Statistical Learning (Second Edition)
Hastie, T., Tibshirani, R., and Friedman, J. H. (2009) · 2009
Earlier work this paper cites.
Examining the effects of classroom discussion on students’ comprehension of text: A meta-analysis
Murphy, P. K., Wilkinson, I. A., Soter, A. O., Hennessey, M. N., and Alexander, J. F. (2009) · 2009
Earlier work this paper cites.
Design of Observational Studies
Rosenbaum, P. R. (2009) · 2009
Cited alongside, same era.
Common core state standards
National Governors Association Center for Best Practices, C. o. C. S. S. O. (2010) · 2010
Cited alongside, same era.
Application of machine learning techniques to analyse student interactions and improve the collaboration process
Anaya, A. R. and Boticario, J. G. (2011) · 2011
Cited alongside, same era.
Applied predictive modeling
Kuhn, M., Johnson, K., et al. (2013) · 2013
Cited alongside, same era.
Adjusting treatment effect estimates by post-stratification in randomized experiments
Miratrix, L. W., Sekhon, J. S., and Yu, B. (2013) · 2013
Cited alongside, same era.
Contrasting state-of-the-art automated scoring of essays
Shermis, M. D. and Hamner, B. (2013) · 2013
Cited alongside, same era.
Text as data methods for education research
Fesler, L., Dee, T., Baker, R., and Evans, B. (2019) · 2019
Later among the works it cites.
ReLOOP: Precise Unbiased Estimation in Randomized Experiments Using Observational Auxilliary Data
Sales, A. C., Gagnon-Bartsch, J. A., Botelho, A., Heffernan, N. T., Wu, E., and Miratrix, L. W. (2019) · 2019
Later among the works it cites.
Identifying and correcting label bias in machine learning
Jiang, H. and Nachum, O. (2020) · 2020
Later among the works it cites.
Methods for correcting inference based on outcomes predicted by machine learning
Wang, S., McCormick, T. H., and Leek, J. T. (2020) · 2020
Later among the works it cites.
Handbook of automated scoring: Theory into practice
Yan, D., Rupp, A. A., and Foltz, P. W. (2020) · 2020
Later among the works it cites.
Exploring the relationship between dialogic teacher talk and students’ persuasive writing. learning and instruction
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Causal inference in statistics, social, and biomedical sciences
Imbens, G. W. and Rubin, D. B. (2015) · 2015
Cited alongside, same era.
Computer-assisted text analysis for comparative politics
Lucas, C., Nielsen, R. A., Roberts, M. E., Stewart, B. M., Storer, A., and Tingley, D. (2015) · 2015
Cited alongside, same era.
Machine bias
Angwin, J., Larson, J., Mattu, S., and Kirchner, L. (2016) · 2016
Cited alongside, same era.
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Crossley, S. A., Kyle, K., and McNamara, D. S. (2016) · 2016
Cited alongside, same era.
Advances in the field of automated essay evaluation
Zupanc, K. and Bosnic, Z. (2016) · 2016
Cited alongside, same era.
Model-assisted survey estimation with modern prediction techniques
Breidt, F. J. and Opsomer, J. D. (2017) · 2017
Cited alongside, same era.
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Litman, D., Zhang, H., Correnti, R., Matsumura, L. C., and Wang, E. (2021) · 2021
Later among the works it cites.
Conditional as-if analyses in randomized experiments
Pashley, N. E., Basse, G. W., and Miratrix, L. W. (2021) · 2021
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The coding manual for qualitative researchers
Saldaña, J. (2021) · 2021
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