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JMP statistical discovery software

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Abstract JMP is a statistical software environment that enables scientists, engineers, and business analysts to make discoveries through data exploration. One powerful method for beginning the process of discovery employs statistically designed experiments. A well‐designed experiment ensures that the resulting data have large information content. We support this method with custom design, an innovative approach to the statistical design of experiments. But whether your results come from designed experiments or from an observational study, we provide analytical tools that put graphs up front. JMP's graphical user interface (GUI) makes these plots interactive and dynamically linked to each other and to the data. Moreover, in the design of JMP's user interface the priority was to make a smooth and natural workflow for data analysis. Notice how the data exploration flows in the following case study that investigates the relationship between life expectancy and health‐care spending for 166 countries. WIREs Comp Stat 2011 3 188–194 DOI: 10.1002/wics.162 This article is categorized under: Software for Computational Statistics > Software/Statistical Software

Missing value pattern table.

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Comparison of Overall Life Expectancy at Birth with Log10 per Capita Health Expenditure.

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Principal components analysis showing the first two principal components.

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Contingency table and mosaic plot compare Cluster and Partition results.

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Partition platform shows infant mortality and Health Expenditure per Capita as most relevant factors.

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Cluster analysis dendrogram using all demographic variables showing eight clusters (left) and three clusters (right).

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Overall life expectancy at birth by log10 Health Expenditures per Capita.

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Formula editor computes values for new column.

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Graph Builder platform shows overall life expectancy at birth by Health Expenditures per Capita.

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Graph builder platform.

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Tree Map of the patterns sized by count colored by number of columns missing.

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Software for Computational Statistics > Software/Statistical Software

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