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RStudio wilcox.test function
Wilcox.Test Function, supplied by RStudio, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/correlation+coefficient+function/wilcox+test/pm38653241-362-19-22
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wilcox.test function - by Bioz Stars, 2026-10
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Mann-Whitney U-Test:

Article Title: Evaluation of management options for climate-change adaptation of threatened species: a case study of a restricted orchid
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Article Title: Speciation and repeated origins of hypertrophied lips in parallel adaptive radiations of cyprinid fish from East Africa
Article Snippet: The Mann–Whitney U test was applied for pairwise comparison of the lipped and generalized ecomorphs in lip characters MLL , LLL , ULW , gut length GL , and SI composition within each locality using the function wilcox . test (in package stats ; RStudio Team, ).

Article Title: Do we really measure what we think we are measuring?
Article Snippet: For each variable (61 electrodes, 80 brain regions, or 4 microstate parameters) of a given EEG feature, we conducted a Mann-Whitney test using the function wilcox_test from R Studio version 4.0.1 and the package coin 1.4_2.

Article Title: A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction.
Article Snippet: 5 Fig. 7 shows boxplots of SSIM for AF8 on OpenCLIPER with and ithout ME/MC; whereas boxplots for NCC and SER are shown 4 Function wilcox.test in RStudio.

Article Title: Forest Structure and Composition under Contrasting Precipitation Regimes in the High Mountains, Western Nepal
Article Snippet: In R-studio [52], the wilcox.test was used to examine the statistical significance of differences observed in inventory analysis findings between the study sites.

Article Title: Assessing phage-host population dynamics by reintroducing virulent viruses to synthetic microbiomes.
Article Snippet: All pairwise analyses of 16S rRNA amplicon and metabolite features were performed using Wilcoxon signed rank tests, with the wilcox.test() function in RStudio (paired = T) with Benjamini-Hotchberg correction.

Article Title: Augmentation and conservation biological control of Tetranychus urticae on hops in Ohio
Article Snippet: We used the Mann-WhitneyWilcoxon (MWW) test to compare the means of the open and closed samples within each treatment (wilcox.test, RStudio version 1.0.153).

Comparison:

Article Title: Evaluation of management options for climate-change adaptation of threatened species: a case study of a restricted orchid
Article Snippet: Context.. Global climate is changing rapidly, necessitating timely development of specific, actionable species conservation strategies that incorporate climate-change adaptation.. Yet, detailed climatechange adaptation planning is noticeably absent from species management plans.

Article Title: Speciation and repeated origins of hypertrophied lips in parallel adaptive radiations of cyprinid fish from East Africa
Article Snippet: The Mann–Whitney U test was applied for pairwise comparison of the lipped and generalized ecomorphs in lip characters MLL , LLL , ULW , gut length GL , and SI composition within each locality using the function wilcox . test (in package stats ; RStudio Team, ).

Article Title: Do we really measure what we think we are measuring?
Article Snippet: For each variable (61 electrodes, 80 brain regions, or 4 microstate parameters) of a given EEG feature, we conducted a Mann-Whitney test using the function wilcox_test from R Studio version 4.0.1 and the package coin 1.4_2.

Article Title: A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction.
Article Snippet: 5 Fig. 7 shows boxplots of SSIM for AF8 on OpenCLIPER with and ithout ME/MC; whereas boxplots for NCC and SER are shown 4 Function wilcox.test in RStudio.

Article Title: Forest Structure and Composition under Contrasting Precipitation Regimes in the High Mountains, Western Nepal
Article Snippet: In R-studio [52], the wilcox.test was used to examine the statistical significance of differences observed in inventory analysis findings between the study sites.

Article Title: Assessing phage-host population dynamics by reintroducing virulent viruses to synthetic microbiomes.
Article Snippet: All pairwise analyses of 16S rRNA amplicon and metabolite features were performed using Wilcoxon signed rank tests, with the wilcox.test() function in RStudio (paired = T) with Benjamini-Hotchberg correction.

Article Title: Augmentation and conservation biological control of Tetranychus urticae on hops in Ohio
Article Snippet: We used the Mann-WhitneyWilcoxon (MWW) test to compare the means of the open and closed samples within each treatment (wilcox.test, RStudio version 1.0.153).

Software:

Article Title: Evaluation of management options for climate-change adaptation of threatened species: a case study of a restricted orchid
Article Snippet: Context.. Global climate is changing rapidly, necessitating timely development of specific, actionable species conservation strategies that incorporate climate-change adaptation.. Yet, detailed climatechange adaptation planning is noticeably absent from species management plans.

Article Title: Speciation and repeated origins of hypertrophied lips in parallel adaptive radiations of cyprinid fish from East Africa
Article Snippet: The Mann–Whitney U test was applied for pairwise comparison of the lipped and generalized ecomorphs in lip characters MLL , LLL , ULW , gut length GL , and SI composition within each locality using the function wilcox . test (in package stats ; RStudio Team, ).

Article Title: Do we really measure what we think we are measuring?
Article Snippet: For each variable (61 electrodes, 80 brain regions, or 4 microstate parameters) of a given EEG feature, we conducted a Mann-Whitney test using the function wilcox_test from R Studio version 4.0.1 and the package coin 1.4_2.

Article Title: A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction.
Article Snippet: 5 Fig. 7 shows boxplots of SSIM for AF8 on OpenCLIPER with and ithout ME/MC; whereas boxplots for NCC and SER are shown 4 Function wilcox.test in RStudio.

Article Title: Forest Structure and Composition under Contrasting Precipitation Regimes in the High Mountains, Western Nepal
Article Snippet: In R-studio [52], the wilcox.test was used to examine the statistical significance of differences observed in inventory analysis findings between the study sites.

Article Title: Assessing phage-host population dynamics by reintroducing virulent viruses to synthetic microbiomes.
Article Snippet: All pairwise analyses of 16S rRNA amplicon and metabolite features were performed using Wilcoxon signed rank tests, with the wilcox.test() function in RStudio (paired = T) with Benjamini-Hotchberg correction.

Article Title: Augmentation and conservation biological control of Tetranychus urticae on hops in Ohio
Article Snippet: We used the Mann-WhitneyWilcoxon (MWW) test to compare the means of the open and closed samples within each treatment (wilcox.test, RStudio version 1.0.153).

Transformation Assay:

Article Title: Evaluation of management options for climate-change adaptation of threatened species: a case study of a restricted orchid
Article Snippet: Context.. Global climate is changing rapidly, necessitating timely development of specific, actionable species conservation strategies that incorporate climate-change adaptation.. Yet, detailed climatechange adaptation planning is noticeably absent from species management plans.

Article Title: Speciation and repeated origins of hypertrophied lips in parallel adaptive radiations of cyprinid fish from East Africa
Article Snippet: The Mann–Whitney U test was applied for pairwise comparison of the lipped and generalized ecomorphs in lip characters MLL , LLL , ULW , gut length GL , and SI composition within each locality using the function wilcox . test (in package stats ; RStudio Team, ).

Article Title: Do we really measure what we think we are measuring?
Article Snippet: For each variable (61 electrodes, 80 brain regions, or 4 microstate parameters) of a given EEG feature, we conducted a Mann-Whitney test using the function wilcox_test from R Studio version 4.0.1 and the package coin 1.4_2.

Article Title: A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction.
Article Snippet: 5 Fig. 7 shows boxplots of SSIM for AF8 on OpenCLIPER with and ithout ME/MC; whereas boxplots for NCC and SER are shown 4 Function wilcox.test in RStudio.

Article Title: Forest Structure and Composition under Contrasting Precipitation Regimes in the High Mountains, Western Nepal
Article Snippet: In R-studio [52], the wilcox.test was used to examine the statistical significance of differences observed in inventory analysis findings between the study sites.

Article Title: Assessing phage-host population dynamics by reintroducing virulent viruses to synthetic microbiomes.
Article Snippet: All pairwise analyses of 16S rRNA amplicon and metabolite features were performed using Wilcoxon signed rank tests, with the wilcox.test() function in RStudio (paired = T) with Benjamini-Hotchberg correction.

Article Title: Augmentation and conservation biological control of Tetranychus urticae on hops in Ohio
Article Snippet: We used the Mann-WhitneyWilcoxon (MWW) test to compare the means of the open and closed samples within each treatment (wilcox.test, RStudio version 1.0.153).

Blocking Assay:

Article Title: Evaluation of management options for climate-change adaptation of threatened species: a case study of a restricted orchid
Article Snippet: Context.. Global climate is changing rapidly, necessitating timely development of specific, actionable species conservation strategies that incorporate climate-change adaptation.. Yet, detailed climatechange adaptation planning is noticeably absent from species management plans.

Article Title: Speciation and repeated origins of hypertrophied lips in parallel adaptive radiations of cyprinid fish from East Africa
Article Snippet: The Mann–Whitney U test was applied for pairwise comparison of the lipped and generalized ecomorphs in lip characters MLL , LLL , ULW , gut length GL , and SI composition within each locality using the function wilcox . test (in package stats ; RStudio Team, ).

Article Title: Do we really measure what we think we are measuring?
Article Snippet: For each variable (61 electrodes, 80 brain regions, or 4 microstate parameters) of a given EEG feature, we conducted a Mann-Whitney test using the function wilcox_test from R Studio version 4.0.1 and the package coin 1.4_2.

Article Title: A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction.
Article Snippet: 5 Fig. 7 shows boxplots of SSIM for AF8 on OpenCLIPER with and ithout ME/MC; whereas boxplots for NCC and SER are shown 4 Function wilcox.test in RStudio.

Article Title: Forest Structure and Composition under Contrasting Precipitation Regimes in the High Mountains, Western Nepal
Article Snippet: In R-studio [52], the wilcox.test was used to examine the statistical significance of differences observed in inventory analysis findings between the study sites.

Article Title: Assessing phage-host population dynamics by reintroducing virulent viruses to synthetic microbiomes.
Article Snippet: All pairwise analyses of 16S rRNA amplicon and metabolite features were performed using Wilcoxon signed rank tests, with the wilcox.test() function in RStudio (paired = T) with Benjamini-Hotchberg correction.

Article Title: Augmentation and conservation biological control of Tetranychus urticae on hops in Ohio
Article Snippet: We used the Mann-WhitneyWilcoxon (MWW) test to compare the means of the open and closed samples within each treatment (wilcox.test, RStudio version 1.0.153).

Control:

Article Title: Evaluation of management options for climate-change adaptation of threatened species: a case study of a restricted orchid
Article Snippet: Context.. Global climate is changing rapidly, necessitating timely development of specific, actionable species conservation strategies that incorporate climate-change adaptation.. Yet, detailed climatechange adaptation planning is noticeably absent from species management plans.

Article Title: Speciation and repeated origins of hypertrophied lips in parallel adaptive radiations of cyprinid fish from East Africa
Article Snippet: The Mann–Whitney U test was applied for pairwise comparison of the lipped and generalized ecomorphs in lip characters MLL , LLL , ULW , gut length GL , and SI composition within each locality using the function wilcox . test (in package stats ; RStudio Team, ).

Article Title: Do we really measure what we think we are measuring?
Article Snippet: For each variable (61 electrodes, 80 brain regions, or 4 microstate parameters) of a given EEG feature, we conducted a Mann-Whitney test using the function wilcox_test from R Studio version 4.0.1 and the package coin 1.4_2.

Article Title: A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction.
Article Snippet: 5 Fig. 7 shows boxplots of SSIM for AF8 on OpenCLIPER with and ithout ME/MC; whereas boxplots for NCC and SER are shown 4 Function wilcox.test in RStudio.

Article Title: Forest Structure and Composition under Contrasting Precipitation Regimes in the High Mountains, Western Nepal
Article Snippet: In R-studio [52], the wilcox.test was used to examine the statistical significance of differences observed in inventory analysis findings between the study sites.

Article Title: Assessing phage-host population dynamics by reintroducing virulent viruses to synthetic microbiomes.
Article Snippet: All pairwise analyses of 16S rRNA amplicon and metabolite features were performed using Wilcoxon signed rank tests, with the wilcox.test() function in RStudio (paired = T) with Benjamini-Hotchberg correction.

Article Title: Augmentation and conservation biological control of Tetranychus urticae on hops in Ohio
Article Snippet: We used the Mann-WhitneyWilcoxon (MWW) test to compare the means of the open and closed samples within each treatment (wilcox.test, RStudio version 1.0.153).



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(a-c) Example Voltron2 fluorescence images under targeted illumination with confocal slit width set to 4.5, 22.5, and 156 µm. Scale bar 50 µm. (d) Voltron2 fluorescence image over the same FOV but acquired without targeted illumination and with a confocal slit width of 156 µm. TI, targeted illumination. Scale bar 50 µm. (e,h,i) Comparison of spike Δ F / F , spike detection fidelity d ′ , and spike SNR measured with targeted illumination and confocal slit widths of 4.5, 11.3, 22.5, and 156 µm (n = 30 cells from 6 FOVs, 2 mice). Box plots: box, 25th (Q1, bottom line) to 75 th (Q3, top line) percentiles; whiskers, Q 1 − 1.5 × I Q R to Q 3 + 1.5 × I Q R , where I Q R = Q 3 − Q 1 ; middle line, median (m); notch, from m − 1.57 × I Q R / n to m + 1.57 × I Q R / n ; dots, measurement points. p < 0.05, p < 0.01, p < 0.001, no label if p ≥ 0.05, pairwise Wilcoxon signed-rank test, see for statistics. (f,g,j) Comparison of spike Δ F / F , photobleaching rate, and spike SNR measured with and without targeted illumination when using a 14 µm confocal slit. For (f,j), n = 19 cells from 5 FOVs, 2 mice. For (g), n = 92 cells from 5 FOVs, 2 mice. (l,m,n) Example images (scale bar, 20 µm) and corresponding fluorescence traces from two neighboring neurons with targeted illumination and confocal slit widths of 4.5, 22.5, and 156 µm (from top to bottom). Gray line, fluorescence traces; red line, extracted subthreshold Vm traces; r, <t>Pearson</t> cross-correlation coefficient between the subthreshold Vm traces from the 2 neurons.
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(a-c) Example Voltron2 fluorescence images under targeted illumination with confocal slit width set to 4.5, 22.5, and 156 µm. Scale bar 50 µm. (d) Voltron2 fluorescence image over the same FOV but acquired without targeted illumination and with a confocal slit width of 156 µm. TI, targeted illumination. Scale bar 50 µm. (e,h,i) Comparison of spike Δ F / F , spike detection fidelity d ′ , and spike SNR measured with targeted illumination and confocal slit widths of 4.5, 11.3, 22.5, and 156 µm (n = 30 cells from 6 FOVs, 2 mice). Box plots: box, 25th (Q1, bottom line) to 75 th (Q3, top line) percentiles; whiskers, Q 1 − 1.5 × I Q R to Q 3 + 1.5 × I Q R , where I Q R = Q 3 − Q 1 ; middle line, median (m); notch, from m − 1.57 × I Q R / n to m + 1.57 × I Q R / n ; dots, measurement points. p < 0.05, p < 0.01, p < 0.001, no label if p ≥ 0.05, pairwise Wilcoxon signed-rank test, see for statistics. (f,g,j) Comparison of spike Δ F / F , photobleaching rate, and spike SNR measured with and without targeted illumination when using a 14 µm confocal slit. For (f,j), n = 19 cells from 5 FOVs, 2 mice. For (g), n = 92 cells from 5 FOVs, 2 mice. (l,m,n) Example images (scale bar, 20 µm) and corresponding fluorescence traces from two neighboring neurons with targeted illumination and confocal slit widths of 4.5, 22.5, and 156 µm (from top to bottom). Gray line, fluorescence traces; red line, extracted subthreshold Vm traces; r, <t>Pearson</t> cross-correlation coefficient between the subthreshold Vm traces from the 2 neurons.
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Image Search Results


(a-c) Example Voltron2 fluorescence images under targeted illumination with confocal slit width set to 4.5, 22.5, and 156 µm. Scale bar 50 µm. (d) Voltron2 fluorescence image over the same FOV but acquired without targeted illumination and with a confocal slit width of 156 µm. TI, targeted illumination. Scale bar 50 µm. (e,h,i) Comparison of spike Δ F / F , spike detection fidelity d ′ , and spike SNR measured with targeted illumination and confocal slit widths of 4.5, 11.3, 22.5, and 156 µm (n = 30 cells from 6 FOVs, 2 mice). Box plots: box, 25th (Q1, bottom line) to 75 th (Q3, top line) percentiles; whiskers, Q 1 − 1.5 × I Q R to Q 3 + 1.5 × I Q R , where I Q R = Q 3 − Q 1 ; middle line, median (m); notch, from m − 1.57 × I Q R / n to m + 1.57 × I Q R / n ; dots, measurement points. p < 0.05, p < 0.01, p < 0.001, no label if p ≥ 0.05, pairwise Wilcoxon signed-rank test, see for statistics. (f,g,j) Comparison of spike Δ F / F , photobleaching rate, and spike SNR measured with and without targeted illumination when using a 14 µm confocal slit. For (f,j), n = 19 cells from 5 FOVs, 2 mice. For (g), n = 92 cells from 5 FOVs, 2 mice. (l,m,n) Example images (scale bar, 20 µm) and corresponding fluorescence traces from two neighboring neurons with targeted illumination and confocal slit widths of 4.5, 22.5, and 156 µm (from top to bottom). Gray line, fluorescence traces; red line, extracted subthreshold Vm traces; r, Pearson cross-correlation coefficient between the subthreshold Vm traces from the 2 neurons.

Journal: bioRxiv

Article Title: Large-scale deep tissue voltage imaging with targeted illumination confocal microscopy

doi: 10.1101/2023.07.21.548930

Figure Lengend Snippet: (a-c) Example Voltron2 fluorescence images under targeted illumination with confocal slit width set to 4.5, 22.5, and 156 µm. Scale bar 50 µm. (d) Voltron2 fluorescence image over the same FOV but acquired without targeted illumination and with a confocal slit width of 156 µm. TI, targeted illumination. Scale bar 50 µm. (e,h,i) Comparison of spike Δ F / F , spike detection fidelity d ′ , and spike SNR measured with targeted illumination and confocal slit widths of 4.5, 11.3, 22.5, and 156 µm (n = 30 cells from 6 FOVs, 2 mice). Box plots: box, 25th (Q1, bottom line) to 75 th (Q3, top line) percentiles; whiskers, Q 1 − 1.5 × I Q R to Q 3 + 1.5 × I Q R , where I Q R = Q 3 − Q 1 ; middle line, median (m); notch, from m − 1.57 × I Q R / n to m + 1.57 × I Q R / n ; dots, measurement points. p < 0.05, p < 0.01, p < 0.001, no label if p ≥ 0.05, pairwise Wilcoxon signed-rank test, see for statistics. (f,g,j) Comparison of spike Δ F / F , photobleaching rate, and spike SNR measured with and without targeted illumination when using a 14 µm confocal slit. For (f,j), n = 19 cells from 5 FOVs, 2 mice. For (g), n = 92 cells from 5 FOVs, 2 mice. (l,m,n) Example images (scale bar, 20 µm) and corresponding fluorescence traces from two neighboring neurons with targeted illumination and confocal slit widths of 4.5, 22.5, and 156 µm (from top to bottom). Gray line, fluorescence traces; red line, extracted subthreshold Vm traces; r, Pearson cross-correlation coefficient between the subthreshold Vm traces from the 2 neurons.

Article Snippet: To analyze Vm-Vm correlations, we calculated Pearson cross-correlation coefficients (Matlab function corrcoef ) for the extracted subthreshold traces F s u b t from pairs of neurons.

Techniques: Fluorescence, Comparison, IF-P