R Statistics Essential Training

1. 9. Statistics for Three or More Variables/3.Conducting a cluster analysis.mp446.59MB
2. 1. Getting Started/8.Converting tabular data to row data.mp439.55MB
3. 1. Getting Started/4.Installing and managing packages.mp438.41MB
4. 9. Statistics for Three or More Variables/4.Conducting a principal componentsfactor analysis.mp434.12MB
5. 1. Getting Started/9.Working with color in R.mp431.66MB
6. 9. Statistics for Three or More Variables/1.Computing a multiple regression.mp430.65MB
7. 1. Getting Started/3.Taking a first look at the interface.mp429.22MB
8. 4. Modifying Data/2.Transforming variables.mp428.82MB
9. 7. Statistics for Associations/8.Computing robust statistics for bivariate associations.mp427.5MB
10. 7. Statistics for Associations/5.Comparing means with a one-factor analysis of variance (ANOVA).mp426.12MB
11. 2. Charts for One Variable/1.Creating bar charts for categorical variables.mp425.39MB
12. 1. Getting Started/7.Importing data.mp424.25MB
13. 3. Statistics for One Variable/6.Examining robust statistics for univariate analyses.mp423.13MB
14. 2. Charts for One Variable/4.Creating box plots for quantitative variables.mp422.87MB
15. 2. Charts for One Variable/2.Creating pie charts for categorical variables.mp421.56MB
16. 2. Charts for One Variable/5.Overlaying plots.mp421.48MB
17. 1. Getting Started/10.Exploring color with Colorbrewer.mp421.1MB
18. 8. Charts for Three or More Variables/3.Creating scatter plot matrices.mp419.42MB
19. 7. Statistics for Associations/2.Computing a bivariate regression.mp419.24MB
20. 7. Statistics for Associations/3.Comparing means with the t-test.mp418.87MB
21. 7. Statistics for Associations/4.Comparing paired means Paired t-test.mp418.8MB
22. 1. Getting Started/5.Using built-in datasets in R.mp417.77MB
23. 2. Charts for One Variable/3.Creating histograms for quantitative variables.mp417.72MB
24. 5. Working with the Data File/1.Selecting cases.mp417.69MB
25. 4. Modifying Data/3.Computing composite variables.mp417.55MB
26. 2. Charts for One Variable/6.Saving images.mp417.26MB
27. 3. Statistics for One Variable/2.Calculating descriptives.mp417.18MB
28. 4. Modifying Data/1.Examining outliers.mp416.94MB
29. 5. Working with the Data File/3.Merging files.mp416.65MB
30. 8. Charts for Three or More Variables/4.Creating 3D scatter plots.mp416.5MB
31. 7. Statistics for Associations/7.Creating cross tabs for categorical variables.mp416.43MB
32. 6. Charts for Associations/2.Creating grouped box plots.mp416.07MB
33. 9. Statistics for Three or More Variables/2.Comparing means with a two-factor ANOVA.mp415.83MB
34. 3. Statistics for One Variable/5.Using a single categorical variable One sample chi-square test.mp415.59MB
35. 4. Modifying Data/4.Coding missing data.mp415.18MB
36. 8. Charts for Three or More Variables/6.Solution Creating your own scatter plot matrix.mp415.02MB
37. 9. Statistics for Three or More Variables/6.Solution Creating a cluster analysis of states in the US.mp414.25MB
38. 6. Charts for Associations/3.Creating scatter plots.mp413.76MB
39. 1. Getting Started/6.Entering data manually.mp413.06MB
40. 7. Statistics for Associations/1.Calculating correlation.mp412.5MB
41. 6. Charts for Associations/5.Solution Creating your own grouped box plots.mp412.42MB
42. 6. Charts for Associations/1.Creating bar charts of group means.mp412.17MB
43. Conclusion/1.Next steps.mp412.14MB
44. 1. Getting Started/2.Using RStudio.mp412.01MB
45. 7. Statistics for Associations/10.Solution Comparing proportions across several different groups.mp411.91MB
46. 3. Statistics for One Variable/4.Using a single mean Hypothesis test and confidence interval.mp411.75MB
47. 1. Getting Started/1.Installing R on your computer.mp410.99MB
48. 8. Charts for Three or More Variables/1.Creating clustered bar charts for means.mp410.39MB
49. 1. Getting Started/12.Solution Creating color palettes in R.mp410.37MB
50. 5. Working with the Data File/2.Analyzing by subgroup.mp410.26MB
51. 3. Statistics for One Variable/3.Using a single proportion Hypothesis test and confidence interval.mp49.93MB
52. 3. Statistics for One Variable/1.Calculating frequencies.mp49.72MB
53. 0. Introduction/1.Welcome.mp49.47MB
54. 7. Statistics for Associations/6.Comparing proportions.mp48.69MB
55. 8. Charts for Three or More Variables/2.Creating scatter plots for grouped data.mp47.77MB
56. 4. Modifying Data/6.Solution Transforming skewed data to pull in outliers.mp46.64MB
57. 3. Statistics for One Variable/8.Solution Calculating descriptive statistics.mp46.35MB
58. 2. Charts for One Variable/8.Solution Layering plots.mp45.74MB
59. 0. Introduction/3.Using the challenges.mp45.41MB
60. 5. Working with the Data File/5.Solution Analyzing guinea pig data subgroups.mp44.12MB
61. 1. Getting Started/11.Challenge Creating color palettes in R.mp43.91MB
62. 7. Statistics for Associations/9.Challenge Comparing proportions across several different groups.mp42.21MB
63. 6. Charts for Associations/4.Challenge Creating your own grouped box plots.mp41.59MB
64. 8. Charts for Three or More Variables/5.Challenge Creating your own scatter plot matrix.mp41.54MB
65. 4. Modifying Data/5.Challenge Transforming skewed data to pull in outliers.mp41.49MB
66. 9. Statistics for Three or More Variables/5.Challenge Creating a cluster analysis of states in the US.mp41.39MB
67. 2. Charts for One Variable/7.Challenge Layering plots.mp41.22MB
68. 3. Statistics for One Variable/7.Challenge Calculating descriptive statistics.mp41.18MB
69. 5. Working with the Data File/4.Challenge Analyzing guinea pig data subgroups.mp41.17MB
70. 0. Introduction/2.Using the exercise files.mp41.07MB