Exploratory Data Analysis

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Last updated on February 9, 2025 5:28 pm

Learn essential exploratory techniques for summarizing data in this course. Discover how to develop complex statistical models and visualize high-dimensional data using R. Sharpen your hypotheses and eliminate potential biases. Enhance your data analysis skills today.

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This course covers the essential exploratory techniques for summarizing data. These techniques are typically applied before formal modeling commences and can help inform the development of more complex statistical models. Exploratory techniques are also important for eliminating or sharpening potential hypotheses about the world that can be addressed by the data. We will cover in detail the plotting systems in R as well as some of the basic principles of constructing data graphics. We will also cover some of the common multivariate statistical techniques used to visualize high-dimensional data.

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    Exploratory Data Analysis
    Exploratory Data Analysis
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