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References from Alternatives to traditional outcome modelling approaches in applied linguistics: A primer on propensity score matching. Local targets link to admitted publications; unresolved targets remain external evidence.
Reporting of covariate selection and balance assessment in propensity score analysis is suboptimal: A systematic review
10.1016/j.jclinepi.2014.08.011 · 2015 · External reference
Propensity score methods in health technology assessment: Principles, extended applications, and recent advances
10.3389/fphar.2019.00973 · 2019 · External reference
Statistical criteria for selecting the optimal number of untreated subjects matched to each treated subject when using many-to-one matching on the propensity score
10.1093/aje/kwq224 · 2010 · External reference
A tutorial and case study in propensity score analysis: An application to estimating the effect of in-hospital smoking cessation counseling on mortality
10.1080/00273171.2011.540480 · 2011 · External reference
Optimal caliper widths for propensity-score matching when estimating differences in means and differences in proportions in observational studies
10.1002/pst.433 · 2011 · External reference
The performance of different propensity score methods for estimating marginal hazard ratios
10.1002/sim.5705 · 2013 · External reference
Double propensity-score adjustment: A solution to design bias or bias due to incomplete matching
10.1177/0962280214543508 · 2017 · External reference
Variance estimation when using propensity-score matching with replacement with survival or time-to-event outcomes
10.1002/sim.8502 · 2020 · External reference
Variable selection for propensity score models
10.1093/aje/kwj149 · 2006 · External reference
Types of designs using random assignment
2012 · External reference
The planning of observational studies of human populations
1965 · External reference
Unresolved reference
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Three conditions under which experiments and observational studies produce comparable causal estimates: New findings from within-study comparisons
10.1002/pam.20375 · 2008 · External reference
Understanding mixed-effects models through data simulation
10.1177/2515245920965119 · 2021 · External reference
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Genetic matching for estimating causal effects: A general multivariate matching method for achieving balance in observational studies
10.1162/rest_a_00318 · 2013 · External reference
Unresolved reference
2020 · External reference
Guidelines for reinforcement learning in healthcare
10.1038/s41591-018-0310-5 · 2019 · External reference
Matching for balance, pairing for heterogeneity in an observational study of the effectiveness of for-profit and not-for-profit high schools in Chile
10.1214/13-aoas713 · 2014 · External reference
Unresolved reference
External reference
Matching methods for confounder adjustment: An addition to the epidemiologist's toolbox
10.1093/epirev/mxab003 · 2022 · External reference
Comparison of multivariate matching methods: Structures, distances, and algorithms
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Estimation of causal effects of binary treatments in unconfounded studies with one continuous covariate
10.1177/0962280215570722 · 2017 · External reference
Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference
10.1093/pan/mpl013 · 2007 · External reference
Matchit: Nonparametric preprocessing for parametric causal inference
10.18637/jss.v042.i08 · 2011 · External reference
Should I stay or should I go? Predictors and effects of studying abroad during high school
10.1016/j.learninstruc.2020.101398 · 2021 · External reference
How strong is the evidence for a causal reciprocal effect? Contrasting traditional and new methods to investigate the reciprocal effects model of self-concept and achievement
10.1007/s10648-023-09724-6 · 2023 · External reference
Estimating reliability for response-time difference measures: Toward a standardized, model-based approach
2023 · External reference
Misunderstandings between experimentalists and observationalists about causal inference
10.1111/j.1467-985x.2007.00527.x · 2008 · External reference
Better late than nothing: Some comments on Deaton (2009) and Heckman and Urzua (2009)
10.1257/jel.48.2.399 · 2010 · External reference
Why propensity scores should not be used for matching
10.1017/pan.2019.11 · 2019 · External reference
The dangers of extreme counterfactuals
10.1093/pan/mpj004 · 2006 · External reference
Improving propensity score weighting using machine learning
10.1002/sim.3782 · 2010 · External reference
Introducing LexTALE: A quick and valid lexical test for advanced learners of English
10.3758/s13428-011-0146-0 · 2012 · External reference
Unresolved reference
2022 · External reference
Longitudinal data analysis using generalized linear models
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10.1111/modl.12700 · 2021 · External reference
Some heteroskedasticity-consistent covariance matrix estimators with improved finite sample properties
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Substantial gains in bias reduction from matching with a variable number of controls
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2007 · External reference
Unresolved reference
2011 · External reference
Causal diagrams for empirical research
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Study quality in SLA: An assessment of designs, analyses, and reporting practices in quantitative l2 research
10.1017/s0272263113000399 · 2013 · External reference
Unbiased causal inference from an observational study: Results of a within-study comparison
10.3102/0162373709343964 · 2009 · External reference
Experimental and quasi-experimental designs
2020 · External reference
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2010 · External reference
The central role of the propensity score in observational studies for causal effects
10.1093/biomet/70.1.41 · 1983 · External reference
Constructing a control group using multivariate matched sampling methods that incorporate the propensity score
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Using multivariate matched sampling and regression adjustment to control bias in observational studies
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Matched sampling for causal effects
10.1023/a:1020363010465 · 2001 · External reference
A primer on propensity score analysis
10.1053/j.nainr.2009.12.010 · 2010 · External reference
Matching methods for causal inference: A review and a look forward
2010 · External reference
Propensity scores and matching methods
2019 · External reference
Using full matching to estimate causal effects in nonexperimental studies: Examining the relationship between adolescent marijuana use and adult outcomes
10.1037/0012-1649.44.2.395 · 2008 · External reference
Matching with multiple control groups with adjustment for group differences
10.3102/1076998607306078 · 2008 · External reference
A systematic review of propensity score methods in the social sciences
10.1080/00273171.2011.540475 · 2011 · External reference
A primer on inverse probability of treatment weighting and marginal structural models
10.1177/2167696815621645 · 2016 · External reference
The gender gap in second language acquisition: Gender differences in the acquisition of dutch among immigrants from 88 countries with 49 mother tongues
10.1371/journal.pone.0142056 · 2015 · External reference
Exploring explanations for the gender gap in study abroad: A case study of the Netherlands
10.1007/s10734-020-00671-7 · 2022 · External reference
Principles of confounder selection
10.1007/s10654-019-00494-6 · 2019 · External reference
Handling limited overlap in observational studies with cardinality matching
10.1353/obs.2018.0012 · 2018 · External reference
Effect size–driven sample-size planning, randomization, and multisite use in L2: Instructed vocabulary acquisition experimental samples. Studies in Second
10.1017/s0272263121000541 · 2022 · External reference
Matched or unmatched analyses with propensity-score–matched data?
10.1002/sim.7976 · 2019 · External reference
Propensity score estimation: Neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression
10.1016/j.jclinepi.2009.11.020 · 2010 · External reference
Unresolved reference
External reference
A closer look at a marginalized test method: Self-assessment as a measure of speaking proficiency
10.1017/s0272263122000079 · 2023 · External reference
Propensity score matching with R: Conventional methods and new features
10.21037/atm-20-3998 · 2021 · External reference
