ANALYSIS RESOURCES

GENERAL ANALYSIS PAPERS AND TUTORIALS

VISUAL ANALYSIS

  • Gast. (2014). Visual analysis of graphic data. In Gast and Ledford (Eds.) Single Case Research Methodology. Applications in Special Education and Behavioral Sciences (2nd Ed). pp. 176-210. New York, NY: Routledge

EFFECT SIZE

Tau-U

 

d statistic

(The d statistic was specifically developed for analysis of SCEDs and is comparable to Cohen’s d for between group differences)

  • Odom, Barton, Reichow, Swaminathan & Pustejovsky (2018). Between-case standardized effect size analysis of single case designs: Examination of the two methods. Research in developmental disabilities

  • Barton, Pustejovsky, Maggin & Reichow (2017). Technology-aided instruction and intervention for students with ASD: A meta-analysis using novel methods of estimating effect sizes for single-case research. Remedial and Special Education

STATISTICAL ANALYSIS

Dynamic regression modelling for single-case observational data 

 

Bayesian analysis for N-of-1 Trials

N-of-1 Studies Counterfactual Framework

 

AGGREGATION AND META-ANALYSIS

  • Mengersen, McGree & Schmid (2015). Systematic review and meta-analysis using N-of-1 trials. In Nikles & Mitchell (Eds.) The Essential Guide to N-of-1 Trials in Health, p211. Springer Netherlands

EXAMPLE PAPERS DEMONSTRATING VISUAL AND STATISTICAL ANALYSIS