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We also conducted an objective statistical analysis using Bonferroni Dunn test and sensitivity analysis on the experimental results.
A spatial split-sample test and sensitivity analysis served to evaluate the prediction performance and the identifiability of the model parameters.
This paper introduces a statistical data analysis toolkit, PAPIRUS, designed to perform the model calibration, uncertainty propagation, Chi-square linearity test, and sensitivity analysis for both linear and nonlinear problems.
A general description about the PAPIRUS with a graphical user interface is presented in Section 2. Sections 2.1 2.5 present the methodologies of data assimilation, uncertainty propagation, Chi-square linearity test, and sensitivity analysis implemented in the toolkit with some results obtained by each module of the software.
Heterogeneity test, publication bias test, and sensitivity analysis were also performed.
Heterogeneity was assessed with the I2 test and sensitivity analyses were based on a priori hypotheses.
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Analysis of variance (ANOVA) tests and sensitivity analysis were performed on the models to find relative influence of four variables.
Logistic and linear regression models, diagnostic testing, and sensitivity analyses were also employed as appropriate.
State-of-the-art estimation methods, specification tests, and sensitivity analyses are poor substitutes for better data.
Self-collected samples have better sensitivity than Pap test and comparable sensitivity to those obtained by physicians [ 18- 21].
The SD methodology is verified and demonstrated by test cases, and sensitivity analysis is also implemented.
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