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Statistics · Studypool

Statistics task need to do with R

Overview

Please submit a Rmarkdown (word format) report capturing the following:

Use the attached Iris Dataset: iris_exams.csv

Download iris_exams.csv.

Provide at least the following in the report for full credit:

(1) Understanding the Data:

      • The structure of the data and a preview of the data.
      • Frequency Distribution. (Frequency Tables & Plots for each variable in the dataset (Barplots/Histograms)). Make sure to capture the skewness and kurtosis. - Provide an interpretation in one paragraph (no more than 300 words) explaining the distribution of the data.
      • Summary Statistics of the Data at least including mean, quartiles, min/max, and standard deviation.
      • Q2:
      • Using the mtcars dataset, demonstrate the skills you have learned so far in class and submit a Rmarkdown (word doc) report including the following:
        • Develop a hypothesis
          • What is your hypothesis?
          • What columns are IVs
          • What columns are DVs
          • What columns are ignoble (why)
        • Check for Errors & Missing Data
        • Clean the data
          • How did you deal with NAs
          • How did you deal with outliers
        • Check Assumptions using Parametric Tests
          • Additivity
          • Linearity
          • Normality
          • Homogeneity, Homoscedasticity
          • Q3:
          • Create a bar graph using the attached Iris dataset: iris_exams.csv
          • Download iris_exams.csv(click to download). Compare the Sepal Length of the flower Species. Include the following:
            • Main Title
            • X and Y-Axis Labels
            • Colors by Species
            • Provide an interpretation in one paragraph (no more than 300 words) explaining the distribution of the data.

Which Species Sepal.Length is greater?

Rubric:

              • +50% submitted anything close to an actual attempt
              • +40% for accurate results and interpretations.
              • +10% did you meet all the specified requirements above
              • 3 different docs (3 different files) with R markdown and answers