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Supplemental R Scripts and output files for Designing, understanding and modelling two-phase experiments with human subjects. Statistical Methods in Medical Research, 31(4), 626-645.

The University of Adelaide
Chris Brien (Aggregated by)
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ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rfr_id=info%3Asid%2FANDS&rft_id=info:doi10.25909/13135052.v1&rft.title=Supplemental R Scripts and output files for Designing, understanding and modelling two-phase experiments with human subjects. Statistical Methods in Medical Research, 31(4), 626-645.&rft.identifier=https://doi.org/10.25909/13135052.v1&rft.publisher=The University of Adelaide&rft.description=R scripts and their pdf output files are provided for designing and analyzing the Farewell and Herzberg (2003) example of a human training experiment and for producing an alternative design that employs a row-column design for the second phase. (Also available with the peer-reviewed publication linked on the right.)The following files are available here:FHdesign.r: R script to produce and investigate the Farewell and Herzberg Plaid design (output in FHdesign.pdf).FHanal.r: R script to conduct a mixed-model analysis of the Farewell and Herzberg data (output in FHanal.pdf). This script requires the R data file plaid.dat.rda that contains the Farewell and Herzberg data in a suitable format and the file global.r that is sourced by FHanal.r and sets constants and functions used in the script.FHpower.r:R script to do a power simulation for the Farewell and Herzberg design (output in FHpower.pdf). This script requires the R data file plaid.dat.rda that contains the Farewell and Herzberg design and the file globalPower.r that sets constants and functions used in the script.globalPower.r:R script to sets constants and functions. It is sourced by the scripts FHpower.r and Altpower.r.AltRowColDesign.r:R script to produce and investigate an alternative second-phase design employing a row-column design and groups of patients assigned to different raters (output in AltRowColDesign.pdf).Altpower.r:R script to do a power simulation for the row-column design (output in Altpower.pdf). This script requires the R data file AltRowColDesign.RData, produce by AltRowColDesign.r and the file globalPower.r that sets constants and functions used in the script.&rft.creator=Chris Brien&rft.date=2023&rft_rights=CC-BY-4.0&rft_subject=two-phase design&rft_subject=plaid design&rft_subject=analysis of variance (ANOVA)&rft_subject=design anatomy&rft_subject=linear mixed modelling&rft_subject=Applied Statistics&rft_subject=Biostatistics&rft_subject=Exercise Physiology&rft_subject=Human Movement and Sports Science not elsewhere classified&rft_subject=Physiotherapy&rft_subject=Exercise physiology&rft_subject=Sports science and exercise not elsewhere classified&rft_subject=Applied statistics&rft.type=dataset&rft.language=English Access the data
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R scripts and their pdf output files are provided for designing and analyzing the Farewell and Herzberg (2003) example of a human training experiment and for producing an alternative design that employs a row-column design for the second phase. (Also available with the peer-reviewed publication linked on the right.)

The following files are available here:
FHdesign.r:
R script to produce and investigate the Farewell and Herzberg Plaid design (output in FHdesign.pdf).
FHanal.r:
R script to conduct a mixed-model analysis of the Farewell and Herzberg data (output in FHanal.pdf). This script requires the R data file plaid.dat.rda that contains the Farewell and Herzberg data in a suitable format and the file global.r that is sourced by FHanal.r and sets constants and functions used in the script.
FHpower.r:
R script to do a power simulation for the Farewell and Herzberg design (output in FHpower.pdf). This script requires the R data file plaid.dat.rda that contains the Farewell and Herzberg design and the file globalPower.r that sets constants and functions used in the script.
globalPower.r:
R script to sets constants and functions. It is sourced by the scripts FHpower.r and Altpower.r.
AltRowColDesign.r:
R script to produce and investigate an alternative second-phase design employing a row-column design and groups of patients assigned to different raters (output in AltRowColDesign.pdf).
Altpower.r:
R script to do a power simulation for the row-column design (output in Altpower.pdf). This script requires the R data file AltRowColDesign.RData, produce by AltRowColDesign.r and the file globalPower.r that sets constants and functions used in the script.

Issued: 2022-03-31

Created: 2022-03-31

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Applied Statistics | Applied statistics | Biostatistics | Exercise Physiology | Exercise physiology | Human Movement and Sports Science not elsewhere classified | Physiotherapy | Sports science and exercise not elsewhere classified | analysis of variance (ANOVA) | design anatomy | linear mixed modelling | plaid design | two-phase design |

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