R Statistics Essential Training
File List
- 9. Statistics for Three or More Variables/3.Conducting a cluster analysis.mp4 46.6 MB
- 1. Getting Started/8.Converting tabular data to row data.mp4 39.5 MB
- 1. Getting Started/4.Installing and managing packages.mp4 38.4 MB
- 9. Statistics for Three or More Variables/4.Conducting a principal componentsfactor analysis.mp4 34.1 MB
- 1. Getting Started/9.Working with color in R.mp4 31.7 MB
- 9. Statistics for Three or More Variables/1.Computing a multiple regression.mp4 30.7 MB
- 1. Getting Started/3.Taking a first look at the interface.mp4 29.2 MB
- 4. Modifying Data/2.Transforming variables.mp4 28.8 MB
- 7. Statistics for Associations/8.Computing robust statistics for bivariate associations.mp4 27.5 MB
- 7. Statistics for Associations/5.Comparing means with a one-factor analysis of variance (ANOVA).mp4 26.1 MB
- 2. Charts for One Variable/1.Creating bar charts for categorical variables.mp4 25.4 MB
- 1. Getting Started/7.Importing data.mp4 24.2 MB
- 3. Statistics for One Variable/6.Examining robust statistics for univariate analyses.mp4 23.1 MB
- 2. Charts for One Variable/4.Creating box plots for quantitative variables.mp4 22.9 MB
- 2. Charts for One Variable/2.Creating pie charts for categorical variables.mp4 21.6 MB
- 2. Charts for One Variable/5.Overlaying plots.mp4 21.5 MB
- 1. Getting Started/10.Exploring color with Colorbrewer.mp4 21.1 MB
- 8. Charts for Three or More Variables/3.Creating scatter plot matrices.mp4 19.4 MB
- 7. Statistics for Associations/2.Computing a bivariate regression.mp4 19.2 MB
- 7. Statistics for Associations/3.Comparing means with the t-test.mp4 18.9 MB
- 7. Statistics for Associations/4.Comparing paired means Paired t-test.mp4 18.8 MB
- 1. Getting Started/5.Using built-in datasets in R.mp4 17.8 MB
- 2. Charts for One Variable/3.Creating histograms for quantitative variables.mp4 17.7 MB
- 5. Working with the Data File/1.Selecting cases.mp4 17.7 MB
- 4. Modifying Data/3.Computing composite variables.mp4 17.5 MB
- 2. Charts for One Variable/6.Saving images.mp4 17.3 MB
- 3. Statistics for One Variable/2.Calculating descriptives.mp4 17.2 MB
- 4. Modifying Data/1.Examining outliers.mp4 16.9 MB
- 5. Working with the Data File/3.Merging files.mp4 16.7 MB
- 8. Charts for Three or More Variables/4.Creating 3D scatter plots.mp4 16.5 MB
- 7. Statistics for Associations/7.Creating cross tabs for categorical variables.mp4 16.4 MB
- 6. Charts for Associations/2.Creating grouped box plots.mp4 16.1 MB
- 9. Statistics for Three or More Variables/2.Comparing means with a two-factor ANOVA.mp4 15.8 MB
- 3. Statistics for One Variable/5.Using a single categorical variable One sample chi-square test.mp4 15.6 MB
- 4. Modifying Data/4.Coding missing data.mp4 15.2 MB
- 8. Charts for Three or More Variables/6.Solution Creating your own scatter plot matrix.mp4 15.0 MB
- 9. Statistics for Three or More Variables/6.Solution Creating a cluster analysis of states in the US.mp4 14.2 MB
- 6. Charts for Associations/3.Creating scatter plots.mp4 13.8 MB
- 1. Getting Started/6.Entering data manually.mp4 13.1 MB
- 7. Statistics for Associations/1.Calculating correlation.mp4 12.5 MB
- 6. Charts for Associations/5.Solution Creating your own grouped box plots.mp4 12.4 MB
- 6. Charts for Associations/1.Creating bar charts of group means.mp4 12.2 MB
- Conclusion/1.Next steps.mp4 12.1 MB
- 1. Getting Started/2.Using RStudio.mp4 12.0 MB
- 7. Statistics for Associations/10.Solution Comparing proportions across several different groups.mp4 11.9 MB
- 3. Statistics for One Variable/4.Using a single mean Hypothesis test and confidence interval.mp4 11.7 MB
- 1. Getting Started/1.Installing R on your computer.mp4 11.0 MB
- 8. Charts for Three or More Variables/1.Creating clustered bar charts for means.mp4 10.4 MB
- 1. Getting Started/12.Solution Creating color palettes in R.mp4 10.4 MB
- 5. Working with the Data File/2.Analyzing by subgroup.mp4 10.3 MB
- 3. Statistics for One Variable/3.Using a single proportion Hypothesis test and confidence interval.mp4 9.9 MB
- 3. Statistics for One Variable/1.Calculating frequencies.mp4 9.7 MB
- 0. Introduction/1.Welcome.mp4 9.5 MB
- 7. Statistics for Associations/6.Comparing proportions.mp4 8.7 MB
- 8. Charts for Three or More Variables/2.Creating scatter plots for grouped data.mp4 7.8 MB
- 4. Modifying Data/6.Solution Transforming skewed data to pull in outliers.mp4 6.6 MB
- 3. Statistics for One Variable/8.Solution Calculating descriptive statistics.mp4 6.3 MB
- 2. Charts for One Variable/8.Solution Layering plots.mp4 5.7 MB
- 0. Introduction/3.Using the challenges.mp4 5.4 MB
- 5. Working with the Data File/5.Solution Analyzing guinea pig data subgroups.mp4 4.1 MB
- 1. Getting Started/11.Challenge Creating color palettes in R.mp4 3.9 MB
- 7. Statistics for Associations/9.Challenge Comparing proportions across several different groups.mp4 2.2 MB
- 6. Charts for Associations/4.Challenge Creating your own grouped box plots.mp4 1.6 MB
- 8. Charts for Three or More Variables/5.Challenge Creating your own scatter plot matrix.mp4 1.5 MB
- 4. Modifying Data/5.Challenge Transforming skewed data to pull in outliers.mp4 1.5 MB
- 9. Statistics for Three or More Variables/5.Challenge Creating a cluster analysis of states in the US.mp4 1.4 MB
- 2. Charts for One Variable/7.Challenge Layering plots.mp4 1.2 MB
- 3. Statistics for One Variable/7.Challenge Calculating descriptive statistics.mp4 1.2 MB
- 5. Working with the Data File/4.Challenge Analyzing guinea pig data subgroups.mp4 1.2 MB
- 0. Introduction/2.Using the exercise files.mp4 1.1 MB
- Exercise/Ex_Files_RStats_EssT.zip 413.4 KB
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