24-May-2012 Analyse-it Standard Edition 3.0 final beta and technical specification
Update 3rd October 2012
The Analyse-it Standard Edition version 3.00 is now available, see Analyse-it Standard Edition to purchase a licence or download a trial.
Original article
We’re pleased to release the final beta of the Analyse-it Standard Edition, v3.0. The beta is now publicly open to anyone as we iron out any final issues and conduct final testing before release.
To download the beta, please visit:
Screenshot: Analyse-it fit model analysis includes an influence plot to identify points with a substantial effect on the fitted model.
Many of you have asked what statistical tests and plots are included in the new release. The full specification is shown below. In coming weeks we'll announce pricing, upgrade pricing, and award free licences to the beta testers who contributed most time and effort.
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Descriptive statistics |
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Mean, Median, Variance, SD, Skewness, Kurtosis Quantiles / Percentiles Frequency distribution table Contingency table Correlation coefficients – r, rs, tau |
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Plots |
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Histogram Frequency plot Dot plot Box plot Mean error bar plot CDF plot Normal Q-Q plot Scatter plot Scatter plot matrix Leverage plot Residual plots Outlier and influence plot Difference plot Mosaic plot Grouped frequency plot Stacked frequency plot Pie frequency plot |
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Hypothesis tests |
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Location |
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Z Student t Welch t Wilcoxon Wilcoxon-Mann-Whitney Sign ANOVA Welch ANOVA Kruskal-Wallis |
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Dispersion |
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X2 Fisher F Bartlett Levene Brown-Forsythe |
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Normality |
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Shapiro-Wilk Anderson-Darling Kolmogorov-Smirnov |
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Association |
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Kendall test Spearman test Pearson test |
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Proportions |
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Binomial exact McNemar exact Fisher exact Score Z Pearson X2 Likelihood ratio G2 |
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Estimators |
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Location |
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Mean Median Hodges-Lehmann pseudo-median t-based confidence interval for mean Z-based confidence interval for mean Thompson-Savur confidence interval for median Tukey confidence interval for Hodges-Lehmann pseudo-median Mean difference t-based confidence interval for mean difference Z-based confidence interval for mean difference Welch-Satterthwaite t-based confidence interval for mean difference Hodges-Lehmann location shift Tukey confidence interval for Hodges-Lehmann location shift Tukey-Kramer confidence interval for mean difference Dunnett confidence interval for mean difference |
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Dispersion |
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Variance X2-based confidence interval for variance Variance ratio F-based confidence interval for variance ratio |
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Proportions |
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Proportion Odds Clopper-Pearson exact confidence interval for proportion / odds Wilson score confidence interval for proportion / odds Proportion difference (risk difference) Proportion ratio (risk ratio) Odds ratio Miettinen-Nurminen score confidence interval for proportion difference / proportion ratio / odds-ratio Newcombe score confidence interval for proportion difference Conditional exact confidence interval for odds ratio |
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Correlation |
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Pearson r Fisher Z confidence interval for Pearson r Spearman rs Kendall tau Samara-Randles confidence interval for Kendall tau |
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Regression and model fitting |
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Linear regression Polynomial 2nd to 6th order Logarithmic regression Exponential regression Power regression Multiple linear regression Binary logistic regression Advanced multiple linear and logistic regression models with simple, crossed, polynomial and factorial terms, with categorical explanatory variables coded as dummy variables |
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