IPN tools for Test-Retest Reliability Analysis
The basic functions include the MATLAB implementation of ICC (Intraclass Correlation Coefficient), CCC (Corcordance Correlation Coefficient) and Kendall's W or KCC (Kendall's Coefficient of Concordance).
List of basic functions:
[1]. IPN_icc: computes the interclass correlations for indexing the reliability analysis according to shrout and fleiss' schema.
REFERENCE:
Shrout PE, Fleiss JL. Intraclass correlations: uses in assessing rater reliability. Psychol Bull. 1979;86:420-428.
[2]. IPN_ccc: computes the concordance correlation coefficient for evaluating reproducibility.
REFERENCE:
Lin, L.I. 1989. A Corcordance Correlation Coefficient to Evaluate Reproducibility. Biometrics 45, 255-268.
[3]. IPN_kendallW: computes the Kendall's W.
REFERENCE:
Kendall, M. G. and Babington Smith, B. 1939. The Problem of m Rankings. The Annals of Mathematical Statistics 10 (3): 275–287.
Papers List:
[1]. Zuo XN, Di Martino A, Kelly C, Shehzad ZE, Gee DG, Klein DF, Castellanos FX, Biswal BB, Milham MP. The oscillating brain: Complex and reliable. Neuroimage 49(2): 1432-1445.
[2]. Zuo XN, Kelly C, Adelstein JS, Klein DF, Castellanos FX, Milham MP. 2010. Reliable Intrinsic Connectivity Networks: Test-Retest Evaluation Using ICA and Dual Regression Approach. NeuroImage, in press.
Cita come
Xi-Nian Zuo (2024). IPN tools for Test-Retest Reliability Analysis (https://www.mathworks.com/matlabcentral/fileexchange/22122-ipn-tools-for-test-retest-reliability-analysis), MATLAB Central File Exchange. Recuperato .
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- Sciences > Neuroscience > Human Brain Mapping > MRI >
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Versione | Pubblicato | Note della release | |
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1.11.0.0 | Remove the function dependency of IPN_mean and IPN_sum. |
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1.10.0.0 | Added the functions IPN_sum and IPN_ssd and updated the IPN_ccc function with respect to Jasper Klewer's comments. |
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1.8.0.0 | Updates for calculation of Kendall's W including a tied rank correction option. |
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1.7.0.0 | Updates the screen shot! |
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1.2.0.0 | Deleted several useless files. |
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1.0.0.0 |