Download R Statistics Essential Training [2013, ENG] Torrent

R Statistics Essential Training [2013, ENG]

0. Introduction

1. Getting Started

01. Installing R on your computer.mp4	MP4	10.99 MB
02. Using RStudio.mp4	MP4	12.01 MB
03. Taking a first look at the interface.mp4	MP4	29.22 MB
04. Installing and managing packages.mp4	MP4	38.41 MB
05. Using built-in datasets in R.mp4	MP4	17.77 MB
06. Entering data manually.mp4	MP4	13.06 MB
07. Importing data.mp4	MP4	24.25 MB
08. Converting tabular data to row data.mp4	MP4	39.55 MB
09. Working with color in R.mp4	MP4	31.66 MB
10. Exploring color with Colorbrewer.mp4	MP4	21.1 MB
11. Challenge Creating color palettes in R.mp4	MP4	3.91 MB
12. Solution Creating color palettes in R.mp4	MP4	10.37 MB

2. Charts for One Variable

01. Creating bar charts for categorical variables.mp4	MP4	25.39 MB
02. Creating pie charts for categorical variables.mp4	MP4	21.56 MB
03. Creating histograms for quantitative variables.mp4	MP4	17.72 MB
04. Creating box plots for quantitative variables.mp4	MP4	22.87 MB
05. Overlaying plots.mp4	MP4	21.48 MB
06. Saving images.mp4	MP4	17.26 MB
07. Challenge Layering plots.mp4	MP4	1.22 MB
08. Solution Layering plots.mp4	MP4	5.74 MB

3. Statistics for One Variable

01. Calculating frequencies.mp4	MP4	9.72 MB
02. Calculating descriptives.mp4	MP4	17.18 MB
03. Using a single proportion Hypothesis test and confidence interval.mp4	MP4	9.93 MB
04. Using a single mean Hypothesis test and confidence interval.mp4	MP4	11.75 MB
05. Using a single categorical variable One sample chi-square test.mp4	MP4	15.59 MB
06. Examining robust statistics for univariate analyses.mp4	MP4	23.13 MB
07. Challenge Calculating descriptive statistics.mp4	MP4	1.18 MB
08. Solution Calculating descriptive statistics.mp4	MP4	6.35 MB

4. Modifying Data

01. Examining outliers.mp4	MP4	16.94 MB
02. Transforming variables.mp4	MP4	28.82 MB
03. Computing composite variables.mp4	MP4	17.55 MB
04. Coding missing data.mp4	MP4	15.18 MB
05. Challenge Transforming skewed data to pull in outliers.mp4	MP4	1.49 MB
06. Solution Transforming skewed data to pull in outliers.mp4	MP4	6.64 MB

5. Working with the Data File

01. Selecting cases.mp4	MP4	17.69 MB
02. Analyzing by subgroup.mp4	MP4	10.26 MB
03. Merging files.mp4	MP4	16.65 MB
04. Challenge Analyzing guinea pig data subgroups.mp4	MP4	1.17 MB
05. Solution Analyzing guinea pig data subgroups.mp4	MP4	4.12 MB

6. Charts for Associations

01. Creating bar charts of group means.mp4	MP4	12.17 MB
02. Creating grouped box plots.mp4	MP4	16.07 MB
03. Creating scatter plots.mp4	MP4	13.76 MB
04. Challenge Creating your own grouped box plots.mp4	MP4	1.59 MB
05. Solution Creating your own grouped box plots.mp4	MP4	12.42 MB

7. Statistics for Associations

01. Calculating correlation.mp4	MP4	12.5 MB
010 .Solution Comparing proportions across several different groups.mp4	MP4	11.91 MB
02. Computing a bivariate regression.mp4	MP4	19.24 MB
03. Comparing means with the t-test.mp4	MP4	18.87 MB
04. Comparing paired means Paired t-test.mp4	MP4	18.8 MB
05. Comparing means with a one-factor analysis of variance (ANOVA).mp4	MP4	26.12 MB
06. Comparing proportions.mp4	MP4	8.69 MB
07. Creating cross tabs for categorical variables.mp4	MP4	16.43 MB
08. Computing robust statistics for bivariate associations.mp4	MP4	27.5 MB
09. Challenge Comparing proportions across several different groups.mp4	MP4	2.21 MB

8. Charts for Three or More Variables

01. Creating clustered bar charts for means.mp4	MP4	10.39 MB
02. Creating scatter plots for grouped data.mp4	MP4	7.77 MB
03. Creating scatter plot matrices.mp4	MP4	19.42 MB
04. Creating 3D scatter plots.mp4	MP4	16.5 MB
05. Challenge Creating your own scatter plot matrix.mp4	MP4	1.54 MB
06. Solution Creating your own scatter plot matrix.mp4	MP4	15.02 MB

9. Statistics for Three or More Variables

01. Computing a multiple regression.mp4	MP4	30.65 MB
02. Comparing means with a two-factor ANOVA.mp4	MP4	15.83 MB
03. Conducting a cluster analysis.mp4	MP4	46.59 MB
04. Conducting a principal componentsfactor analysis.mp4	MP4	34.12 MB
05. Challenge Creating a cluster analysis of states in the US.mp4	MP4	1.39 MB
06. Solution Creating a cluster analysis of states in the US.mp4	MP4	14.25 MB

Conclusion

01. Next steps.mp4

MP4

12.14 MB

Ex_Files_RStats_EssT.zip

ZIP

413.41 KB

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R Statistics Essential Training [2013, ENG]

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