full.bib

@Manual{RStudio,
    title = {RStudio: Integrated Development Environment for R},
    author = {{RStudio Team}},
    organization = {RStudio, Inc.},
    address = {Boston, MA},
    year = {2018},
    url = {http://www.rstudio.com/},
  }
  
@book{iglewicz_how_1993,
	title = {How to detect and handle outliers},
	isbn = {978-0-87389-247-6},
	language = {English},
	publisher = {Milwaukee, Wis. : ASQC Quality Press},
	author = {Iglewicz, Boris and Hoaglin, David Caster},
	year = {1993}
}

@article{scruggs_quantitative_1987,
	title = {The {Quantitative} {Synthesis} of {Single}-{Subject} {Research} {Methodology} and {Validation}},
	volume = {8},
	issn = {0741-9325, 1538-4756},
	url = {http://rse.sagepub.com/content/8/2/24},
	doi = {10.1177/074193258700800206},
	abstract = {This article describes procedures recently employed for the quantitative synthesis of single-subject research literature in special education. First, the need for objective, systematic review procedures is discussed. Second, previous approaches for quantitative evaluation of outcomes of single-case research designs are reviewed. Third, procedures employed by the present authors are outlined using examples from recent synthesis efforts. Finally, implications for future reviews of single-subject research are described.},
	language = {en},
	number = {2},
	urldate = {2014-12-12},
	journal = {Remedial and Special Education},
	author = {Scruggs, Thomas E. and Mastropieri, Margo A. and Casto, Glendon},
	month = mar,
	year = {1987},
	keywords = {Single case},
	pages = {24--33},
	file = {Snapshot:/Users/jurgenwilbert/Dropbox/90-Zotero/storage/KMI8GUKW/24.html:text/html}
}

@article{huitema_design_2000,
	title = {Design specification issues in time-series intervention models},
	volume = {60},
	url = {http://epm.sagepub.com/content/60/1/38.short},
	abstract = {It has been recognized that the two-phase version of the interrupted time-series design
can be frequently modeled using a four-parameter design matrix. There are differences
across writers, however, in the details of the recommended design matrices to be used in
the estimation of the four parameters of the model. Various writers imply that different
methods of specifying the four-parameter design matrix all lead to the same conclusions;
they do not. The tests and estimates for level change are dramatically different under the
various seemingly equivalent design specifications. Examples of egregious errors of
interpretation are presented and recommendations regarding the correct specification of
the design matrix are made. The recommendations hold whether the model is estimated
using ordinary least squares (for the case of approximately independent errors) or some
more complex time-series approach (for the case of autocorrelated errors).},
	number = {1},
	urldate = {2013-07-12},
	journal = {Educational and Psychological Measurement},
	author = {Huitema, Bradley E. and Mckean, Joseph W.},
	year = {2000},
	keywords = {piecewise regression, Methods, Single case},
	pages = {38--58},
	file = {Huitema und Mckean - 2000 - Design Specification Issues in Time-Series Interve.pdf:/Users/jurgenwilbert/Dropbox/90-Zotero/storage/UNBP4WN5/Huitema und Mckean - 2000 - Design Specification Issues in Time-Series Interve.pdf:application/pdf}
}

@article{parker_combining_2011,
	title = {Combining {Nonoverlap} and {Trend} for {Single}-{Case} {Research}: {Tau}-{U}},
	volume = {42},
	issn = {00057894},
	shorttitle = {Combining {Nonoverlap} and {Trend} for {Single}-{Case} {Research}},
	url = {http://linkinghub.elsevier.com/retrieve/pii/S0005789411000153},
	doi = {10.1016/j.beth.2010.08.006},
	number = {2},
	urldate = {2013-07-05},
	journal = {Behavior Therapy},
	author = {Parker, Richard I. and Vannest, Kimberly J. and Davis, John L. and Sauber, Stephanie B.},
	month = jun,
	year = {2011},
	pages = {284--299},
	file = {Parker et al. - 2011 - Combining Nonoverlap and Trend for Single-Case Res.pdf:/Users/jurgenwilbert/Dropbox/90-Zotero/storage/QQ5NV69Q/Parker et al. - 2011 - Combining Nonoverlap and Trend for Single-Case Res.pdf:application/pdf}
}

@article{parker_percentage_2007,
	title = {Percentage of {All} {Non}-{Overlapping} {Data} ({PAND}) {An} {Alternative} to {PND}},
	volume = {40},
	url = {http://sed.sagepub.com/content/40/4/194.short},
	number = {4},
	urldate = {2013-07-12},
	journal = {The Journal of Special Education},
	author = {Parker, Richard I. and Hagan-Burke, Shanna and Vannest, Kimberly},
	year = {2007},
	pages = {194--204},
}

@article{parker_effect_2011,
	title = {Effect {Size} in {Single}-{Case} {Research}: {A} {Review} of {Nine} {Nonoverlap} {Techniques}},
	volume = {35},
	issn = {0145-4455, 1552-4167},
	shorttitle = {Effect {Size} in {Single}-{Case} {Research}},
	url = {http://bmo.sagepub.com/cgi/doi/10.1177/0145445511399147},
	doi = {10.1177/0145445511399147},
	number = {4},
	urldate = {2013-07-05},
	journal = {Behavior Modification},
	author = {Parker, Richard I and Vannest, K. J. and Davis, J. L.},
	month = mar,
	year = {2011},
	pages = {303--322},
}

@article{parker_improved_2009,
	title = {An improved effect size for single-case research: {Nonoverlap} of all pairs},
	volume = {40},
	shorttitle = {An improved effect size for single-case research},
	url = {http://www.sciencedirect.com/science/article/pii/S0005789408000816},
	number = {4},
	urldate = {2013-07-12},
	journal = {Behavior Therapy},
	author = {Parker, Richard I. and Vannest, Kimberly},
	year = {2009},
	keywords = {Humans, Psychology, Models, Psychological, Research Design, Area Under Curve, Confidence Intervals, Probability},
	pages = {357--367},
}

@article{wise_methods_2004,
	title = {Methods for analyzing psychotherapy outcomes: {A} review of clinical significance, reliable change, and recommendations for future directions},
	volume = {82},
	shorttitle = {Methods for analyzing psychotherapy outcomes},
	url = {http://www.tandfonline.com/doi/abs/10.1207/s15327752jpa8201_10},
	number = {1},
	urldate = {2013-07-17},
	journal = {Journal of Personality Assessment},
	author = {Wise, Edward A.},
	year = {2004},
	keywords = {Methods, RCI},
	pages = {50--59},
	file = {Wise - 2004 - Methods for analyzing psychotherapy outcomes A re.pdf:/Users/jurgenwilbert/Dropbox/90-Zotero/storage/ZW29G2TT/Wise - 2004 - Methods for analyzing psychotherapy outcomes A re.pdf:application/pdf}
}

@article{tarlowImprovedRankCorrelation2016a,
  title = {An {{Improved Rank Correlation Effect Size Statistic}} for {{Single}}-{{Case Designs}}: Baseline {{Corrected Tau}}},
  shorttitle = {An {{Improved Rank Correlation Effect Size Statistic}} for {{Single}}-{{Case Designs}}},
  author = {Tarlow, Kevin R.},
  year = {2016},
  journal = {Behavior Modification},
  volume = {41},
  number = {4},
  pages = {427--467},
  issn = {0145-4455, 1552-4167},
  doi = {10.1177/0145445516676750},
  abstract = {Measuring treatment effects when an individual's pretreatment performance is improving poses a challenge for single-case experimental designs. It may be difficult to determine whether improvement is due to the treatment or due to the preexisting baseline trend. Tau-U is a popular single-case effect size statistic that purports to control for baseline trend. However, despite its strengths, Tau-U has substantial limitations: Its values are inflated and not bound between -1 and +1, it cannot be visually graphed, and its relatively weak method of trend control leads to unacceptable levels of Type I error wherein ineffective treatments appear effective. An improved effect size statistic based on rank correlation and robust regression, Baseline Corrected Tau, is proposed and field-tested with both published and simulated singlecase time series. A web-based calculator for Baseline Corrected Tau is also introduced for use by single-case investigators.},
  langid = {english},
  file = {/Users/jurgenwilbert/Dropbox/90-Zotero/storage/W6ANWBHN/Tarlow - 2017 - An Improved Rank Correlation Effect Size Statistic.pdf}
}





@article{siegelRobustRegressionUsing1982,
  title = {Robust {{Regression Using Repeated Medians}}},
  author = {Siegel, Andrew F.},
  year = {1982},
  journal = {Biometrika},
  volume = {69},
  number = {1},
  pages = {242--244},
  publisher = {{[Oxford University Press, Biometrika Trust]}},
  issn = {0006-3444},
  doi = {10.2307/2335877},
  abstract = {The repeated median algorithm is a robustified U-statistic in which nested medians replace the single mean. Unlike many generalizations of the univariate median, repeated median estimates maintain the high 50\% breakdown value and can resist the effects of outliers even when they comprise nearly half of the data. For bivariate linear regression with symmetric errors, repeated median estimates are unbiased and Fisher consistent, and their efficiency under Gaussian sampling can be comparable to the efficiency of the univariate median.}
}




@misc{pustejovsky2016,
	title = {What is Tau-U?},
	author = {Pustejovsky, James E.},
	year = {2016},
	month = {11},
	date = {2016-11-03},
	url = {https://www.jepusto.com/what-is-tau-u/},
	langid = {en-us}
}

@article{brossart2018,
	title = {Interpreting Kendall{\textquoteright}s Tau and Tau-U for single-case experimental designs},
	author = {Brossart, Daniel F. and Laird, Vanessa C. and Armstrong, Trey W.},
	editor = {Walla, Peter},
	year = {2018},
	month = {09},
	date = {2018-09-04},
	journal = {Cogent Psychology},
	pages = {1--26},
	volume = {5},
	number = {1},
	doi = {10.1080/23311908.2018.1518687},
	url = {https://www.cogentoa.com/article/10.1080/23311908.2018.1518687},
	langid = {en}
}

@article{brossart2018a,
	title = {Interpreting Kendall{\textquoteright}s Tau and Tau-U for single-case experimental designs},
	author = {Brossart, Daniel F. and Laird, Vanessa C. and Armstrong, Trey W.},
	editor = {Walla, Peter},
	year = {2018},
	month = {09},
	date = {2018-09-04},
	journal = {Cogent Psychology},
	pages = {1--26},
	volume = {5},
	number = {1},
	doi = {10.1080/23311908.2018.1518687},
	url = {https://www.cogentoa.com/article/10.1080/23311908.2018.1518687},
	langid = {en}
}

@article{parker2011,
	title = {Combining Nonoverlap and Trend for Single-Case Research: Tau-U},
	author = {Parker, Richard I. and Vannest, Kimberly J. and Davis, John L. and Sauber, Stephanie B.},
	year = {2011},
	month = {06},
	date = {2011-06},
	journal = {Behavior Therapy},
	pages = {284--299},
	volume = {42},
	number = {2},
	doi = {10.1016/j.beth.2010.08.006},
	url = {http://linkinghub.elsevier.com/retrieve/pii/S0005789411000153}
}

@article{bulté2008,
	title = {An R package for single-case randomization tests},
	author = {{Bulté}, Isis and Onghena, Patrick},
	year = {2008},
	month = {05},
	date = {2008-05},
	journal = {Behavior Research Methods},
	pages = {467--478},
	volume = {40},
	number = {2},
	doi = {10.3758/BRM.40.2.467},
	url = {http://www.springerlink.com/index/10.3758/BRM.40.2.467}
}

@article{bulté2009,
	title = {Randomization tests for multiple-baseline designs: An extension of the SCRT-R package},
	author = {{Bulté}, Isis and Onghena, Patrick},
	year = {2009},
	month = {05},
	date = {2009-05},
	journal = {Behavior Research Methods},
	pages = {477--485},
	volume = {41},
	number = {2},
	doi = {10.3758/BRM.41.2.477},
	url = {http://www.springerlink.com/index/10.3758/BRM.41.2.477}
}

@article{wilbert2022,
	title = {Statistical Power of Piecewise Regression Analyses of Single-Case Experimental Studies Addressing Behavior Problems},
	author = {Wilbert, {Jürgen} and {Lüke}, Timo and {Börnert-Ringleb}, Moritz},
	year = {2022},
	month = {06},
	date = {2022-06-07},
	journal = {Frontiers in Education Educational Psychology},
	volume = {7},
	doi = {10.3389/feduc.2022.917944}
}

@article{hotelling1953,
	title = {New Light on the Correlation Coefficient and its Transforms},
	author = {Hotelling, Harold},
	year = {1953},
	date = {1953},
	journal = {Journal of the Royal Statistical Society: Series B (Methodological)},
	pages = {193--225},
	volume = {15},
	number = {2},
	doi = {10.1111/j.2517-6161.1953.tb00135.x},
	url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/j.2517-6161.1953.tb00135.x},
	note = {{\_}eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1111/j.2517-6161.1953.tb00135.x},
	langid = {en}
}

@article{fieller1957,
	title = {Tests for rank correlation coefficients},
	author = {Fieller, E C and Hartley, H O and Pearson, Egon S},
	year = {1957},
	date = {1957},
	journal = {Biometrika},
	pages = {470--481},
	volume = {44},
	langid = {en}
}

@book{cooper2009,
	title = {Handbook of Research Synthesis and Meta-Analysis, The},
	author = {Cooper, Harris and Hedges, Larry V. and Valentine, Jeffrey C.},
	year = {2009},
	date = {2009},
	publisher = {Russell Sage Foundation},
	url = {https://www.jstor.org/stable/10.7758/9781610441384}
}

@article{parker2009,
	title = {The improvement rate difference for single-case research},
	author = {Parker, Richard I. and Vannest, Kimberly J. and Brown, Leanne},
	year = {2009},
	date = {2009},
	journal = {Exceptional Children},
	pages = {135{\textendash}150},
	volume = {75},
	number = {2},
	url = {http://cec.metapress.com/index/35U1148028323H3H.pdf}
}

@article{pustejovsky2019,
	title = {Procedural sensitivities of effect sizes for single-case designs with directly observed behavioral outcome measures},
	author = {Pustejovsky, James E.},
	year = {2019},
	date = {2019},
	journal = {Psychological Methods},
	pages = {217--235},
	volume = {24},
	number = {2},
	doi = {10.1037/met0000179},
	note = {Place: US
Publisher: American Psychological Association}
}

@article{tarlow2017,
	title = {An Improved Rank Correlation Effect Size Statistic for Single-Case Designs: Baseline Corrected Tau},
	author = {Tarlow, Kevin R.},
	year = {2017},
	month = {07},
	date = {2017-07-01},
	journal = {Behavior Modification},
	pages = {427--467},
	volume = {41},
	number = {4},
	doi = {10.1177/0145445516676750},
	url = {https://doi.org/10.1177/0145445516676750},
	note = {Publisher: SAGE Publications Inc},
	langid = {en}
}

@article{pustejovsky2014,
	title = {Design-Comparable Effect Sizes in Multiple Baseline Designs: A General Modeling Framework},
	author = {Pustejovsky, James E. and Hedges, Larry V. and Shadish, William R.},
	year = {2014},
	date = {2014},
	journal = {Journal of Educational and Behavioral Statistics},
	pages = {368--393},
	volume = {39},
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	doi = {10.3102/1076998614547577},
	url = {https://doi.org/10.3102/1076998614547577}
}

@article{hedges2012,
	title = {A standardized mean difference effect size for single case designs},
	author = {Hedges, Larry V. and Pustejovsky, James E. and Shadish, William R.},
	year = {2012},
	date = {2012},
	journal = {Research Synthesis Methods},
	pages = {224--239},
	volume = {3},
	number = {3},
	doi = {10.1002/jrsm.1052},
	url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/jrsm.1052},
	note = {{\_}eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1002/jrsm.1052},
	langid = {en}
}