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Jmp pro version 17

Manufactured by SAS Institute
Sourced in United States

JMP Pro version 17 is a statistical discovery software designed for data analysis and visualization. It provides a suite of advanced analytical tools for users to explore, model, and present data insights.

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Lab products found in correlation

7 protocols using jmp pro version 17

1

Comparative Analysis of Intravitreal Injections

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For the statistical analyses, the decimal visual acuity was converted to a logarithm of the minimum angle of resolution (logMAR) units. The clinical characteristics of the patients treated with IVA and IVF were compared with those not treated using the chi-squared test or Fisher’s exact test for non-numeric data and the Wilcoxon test for numeric data. A one-way analysis of variance was used to assess changes in the BCVA, CRT, and CCT in each group. The rate of eyes with residual exudative changes was compared between the IVA and IVF groups using the chi-squared test. The changes in the three parameters at each time point between the two groups were compared using the unpaired t-test. All statistical analyses were performed using JMP Pro version 17 software (SAS Institute Inc., Cary, NC, USA). A p-value < 0.05 was considered statistically significant.
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2

Detritivore Responses to Litter Quality and Warming

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We tested the effects of litter quality (two levels: natural vs. poor), warming (three levels: Ambient, + 2 °C, and + 4 °C), and their interaction on growth rate and leaf consumption rate by each detritivore taxon (Polypedilum, Atalophlebiinae, and Calamoceratidae) using generalized least square model (GLS) in the nlme package64 . Because residuals were highly heteroscedastic, we modeled the variance using the function varIdent, using litter quality and temperature as the stratum. Since our experiment aimed to evaluate the individual response of each detritivore species to decreasing litter quality and warming, we conducted separate models for each species. To interpret models with significant interaction terms, post-hoc Tukey’s HSD tests were carried out using the multcomp package in R 3.1.366 (link).
We used survival-reliability analysis to compare the survivorship of each detritivore taxon in response to leaf litter quality and warming67 . We tested the effects of leaf litter quality and warming using Cox's proportional hazard model. We conducted the survival-reliability analyses in JMP Pro version 17 (SAS 2022).
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3

Bone Regeneration After Spinal Cord Injury

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Each set of data was tested to determine if assumptions for normal distribution were met utilizing Shapiro-Wilk. Normally distributed data were tested with a 2 × 2 factorial ANOVA to assess the main and interaction effects of condition (sham vs. SCI) and time (30d vs. 180d post-injury) within each bone site. If the model p-value was statistically different (p < 0.05), a Tukey HSD test was run to assess pairwise comparisons. If normality assumptions were not met for data, a Kruskal-Wallis test was performed. If the test was statistically different, a Steel-Dwass All Pairs test was completed to assess pairwise comparisons. When non-parametric tests were used, the Kruskal-Wallis is noted in parentheses with the p-value. The main and interaction effects are reported for normally distributed data. All data are presented as box and whiskers plots with all individual data points shown. All statistical analyses were completed on JMP Pro version 17 (SAS, Cary, NC, USA).
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4

Prostate Tissue Protein Abundance Analysis

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Data are expressed as the mean ± standard error of the mean (S.E.M.). Comparisons between the two groups were performed using the Student’s t-test. Comparisons between more than two groups were performed using one-way analysis of variance (ANOVA). If the p-value obtained from the ANOVA was less than 0.05, the post-hoc tests indicated in each figure legend were performed. A value of p < 0.05 was considered statistically significant. All statistical calculations were performed using JMP® Pro version 17 software (SAS Institute Inc., Cary, NC, USA).
For the prostate tissue study, normality was tested using Kolmogorov–Smirnov tests and then the protein abundance in relation to Gleason grade was analyzed using ANOVA with LSD post-hoc tests.
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5

Evaluating Peripheral Flow-Mediated Dilation

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Results are summarized as means ± SD for continuous variables and as percentages for categorical variables. Statistical significance was a probability value of <0.05. Relationships between variables were determined using Pearson's correlation coefficients. Bland-Altman plot analysis was conducted to assess the level of agreement between pFMD and conventional uFMD [26] . To estimate the coefficient of correlation between pFMD and conventional uFMD, with a correlation coefficient equal to 0.4, it is necessary to sample size 47 subjects. The data were processed using JMP pro version 17 (SAS Institute. Cary, NC).
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6

Comprehensive Multiomics Analysis of Gut Microbiome

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For serum immunoglobulins and SCFA concentration data, a statistical analysis using one-way ANOVA followed by Tukey multiple comparison test was performed in JMP Pro, Version 17 (SAS Institute Inc., Cary, NC). For microbiome data, alpha diversity was analyzed using the Kruskal-Wallis H test followed by Mann-Whitney U test, and beta diversity using the Permutational multivariate analysis of variance followed by Bonferroni test in CLC genomic workbench 22.0.2. Microbial abundances and metabolic pathways were analyzed in STAMP 2.1.3 using a two-sided White's nonparametric t test with DP: bootstrap of 0.95. The significance level was set at P < 0.05, and the trend at P < 0.1.
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7

SBRT Survival and Local Control

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The overall survival (OS) rate was calculated from the first day of SBRT to the last follow-up day or death. The local control (LC) rate was defined as the time from the initial day of SBRT to the day of tumor recurrence or last follow-up. OS and LC rates were calculated using the Kaplan–Meier method with JMP Pro version 17 (SAS, Cary, NC).
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