Lynda. R Statistics Essential Training

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文档列表

9. Statistics for Three or More Variables/03. Conducting a cluster analysis.mp4 48.9 MB
0. Introduction/02. Using the exercise files.mp4 1.1 MB
0. Introduction/03. Using the challenges.mp4 5.7 MB
1. Getting Started/01. Installing R on your computer.mp4 11.5 MB
1. Getting Started/02. Using RStudio.mp4 12.6 MB
1. Getting Started/03. Taking a first look at the interface.mp4 30.6 MB
1. Getting Started/04. Installing and managing packages.mp4 40.3 MB
1. Getting Started/05. Using built-in datasets in R.mp4 18.6 MB
1. Getting Started/06. Entering data manually.mp4 13.7 MB
1. Getting Started/07. Importing data.mp4 25.4 MB
1. Getting Started/08. Converting tabular data to row data.mp4 41.5 MB
1. Getting Started/09. Working with color in R.mp4 33.2 MB
1. Getting Started/10. Exploring color with Colorbrewer.mp4 22.1 MB
1. Getting Started/11. Challenge Creating color palettes in R.mp4 4.1 MB
1. Getting Started/12. Solution Creating color palettes in R.mp4 10.9 MB
2. Charts for One Variable/01. Creating bar charts for categorical variables.mp4 26.6 MB
2. Charts for One Variable/02. Creating pie charts for categorical variables.mp4 22.6 MB
2. Charts for One Variable/03. Creating histograms for quantitative variables.mp4 18.6 MB
2. Charts for One Variable/04. Creating box plots for quantitative variables.mp4 24.0 MB
2. Charts for One Variable/05. Overlaying plots.mp4 22.5 MB
2. Charts for One Variable/06. Saving images.mp4 18.1 MB
2. Charts for One Variable/07. Challenge Layering plots.mp4 1.3 MB
2. Charts for One Variable/08. Solution Layering plots.mp4 6.0 MB
3. Statistics for One Variable/01. Calculating frequencies.mp4 10.2 MB
3. Statistics for One Variable/02. Calculating descriptives.mp4 18.0 MB
3. Statistics for One Variable/03. Using a single proportion Hypothesis test and confidence interval.mp4 10.4 MB
3. Statistics for One Variable/04. Using a single mean Hypothesis test and confidence interval.mp4 12.3 MB
3. Statistics for One Variable/05. Using a single categorical variable One sample chi-square test.mp4 16.3 MB
3. Statistics for One Variable/06. Examining robust statistics for univariate analyses.mp4 24.3 MB
3. Statistics for One Variable/07. Challenge Calculating descriptive statistics.mp4 1.2 MB
3. Statistics for One Variable/08. Solution Calculating descriptive statistics.mp4 6.7 MB
4. Modifying Data/01. Examining outliers.mp4 17.8 MB
4. Modifying Data/02. Transforming variables.mp4 30.2 MB
4. Modifying Data/03. Computing composite variables.mp4 18.4 MB
4. Modifying Data/04. Coding missing data.mp4 15.9 MB
4. Modifying Data/05. Challenge Transforming skewed data to pull in outliers.mp4 1.6 MB
4. Modifying Data/06. Solution Transforming skewed data to pull in outliers.mp4 7.0 MB
5. Working with the Data File/01. Selecting cases.mp4 18.5 MB
5. Working with the Data File/02. Analyzing by subgroup.mp4 10.8 MB
5. Working with the Data File/03. Merging files.mp4 17.5 MB
5. Working with the Data File/04. Challenge Analyzing guinea pig data subgroups.mp4 1.2 MB
5. Working with the Data File/05. Solution Analyzing guinea pig data subgroups.mp4 4.3 MB
6. Charts for Associations/01. Creating bar charts of group means.mp4 12.8 MB
6. Charts for Associations/02. Creating grouped box plots.mp4 16.8 MB
6. Charts for Associations/03. Creating scatter plots.mp4 14.4 MB
6. Charts for Associations/04. Challenge Creating your own grouped box plots.mp4 1.7 MB
6. Charts for Associations/05. Solution Creating your own grouped box plots.mp4 13.0 MB
7. Statistics for Associations/01. Calculating correlation.mp4 13.1 MB
7. Statistics for Associations/010 .Solution Comparing proportions across several different groups.mp4 12.5 MB
7. Statistics for Associations/02. Computing a bivariate regression.mp4 20.2 MB
7. Statistics for Associations/03. Comparing means with the t-test.mp4 19.8 MB
7. Statistics for Associations/04. Comparing paired means Paired t-test.mp4 19.7 MB
7. Statistics for Associations/05. Comparing means with a one-factor analysis of variance (ANOVA).mp4 27.4 MB
7. Statistics for Associations/06. Comparing proportions.mp4 9.1 MB
7. Statistics for Associations/07. Creating cross tabs for categorical variables.mp4 17.2 MB
7. Statistics for Associations/08. Computing robust statistics for bivariate associations.mp4 28.8 MB
7. Statistics for Associations/09. Challenge Comparing proportions across several different groups.mp4 2.3 MB
8. Charts for Three or More Variables/01. Creating clustered bar charts for means.mp4 10.9 MB
8. Charts for Three or More Variables/02. Creating scatter plots for grouped data.mp4 8.1 MB
8. Charts for Three or More Variables/03. Creating scatter plot matrices.mp4 20.4 MB
8. Charts for Three or More Variables/04. Creating 3D scatter plots.mp4 17.3 MB
8. Charts for Three or More Variables/05. Challenge Creating your own scatter plot matrix.mp4 1.6 MB
8. Charts for Three or More Variables/06. Solution Creating your own scatter plot matrix.mp4 15.7 MB
9. Statistics for Three or More Variables/01. Computing a multiple regression.mp4 32.1 MB
9. Statistics for Three or More Variables/02. Comparing means with a two-factor ANOVA.mp4 16.6 MB
0. Introduction/01. Welcome.mp4 9.9 MB
9. Statistics for Three or More Variables/04. Conducting a principal componentsfactor analysis.mp4 35.8 MB
9. Statistics for Three or More Variables/05. Challenge Creating a cluster analysis of states in the US.mp4 1.5 MB
9. Statistics for Three or More Variables/06. Solution Creating a cluster analysis of states in the US.mp4 14.9 MB
Conclusion/01. Next steps.mp4 12.7 MB
Ex_Files_RStats_EssT/Exercise Files/Ch01/01_03/Ex01_03.R 82 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch01/01_04/Ex01_04.R 80 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch01/01_05/Ex01_05.R 76 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch01/01_06/Ex01_06.R 69 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch01/01_07/Ex01_07.R 61 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch01/01_08/Ex01_08.R 82 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch01/01_09/Ex01_09.R 65 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch01/01_10/Ex01_10.R 80 Bytes
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Ex_Files_RStats_EssT/Exercise Files/Ch02/02_01/Ex02_01.R 92 Bytes
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Ex_Files_RStats_EssT/Exercise Files/Ch02/02_08_Solution/Ex02_08_Solution.R 561 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch03/03_01/Ex03_01.R 70 Bytes
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Ex_Files_RStats_EssT/Exercise Files/Ch04/04_01/Ex04_01.R 65 Bytes
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Ex_Files_RStats_EssT/Exercise Files/Ch04/04_04/Ex04_04.R 66 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch04/04_05_Challenge/xskew.csv 22.8 kB
Ex_Files_RStats_EssT/Exercise Files/Ch04/04_06_Solution/Ex04_06_Solution.R 281 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch05/05_01/Ex05_01.R 62 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch05/05_02/Ex05_02.R 69 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch05/05_03/Ex05_03.R 61 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch05/05_05_Solution/Ex05_05_Challenge.R 227 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch06/06_01/Ex06_01.R 81 Bytes
Ex_Files_RStats_EssT/Exercise Files/Ch06/06_02/Ex06_02.R 72 Bytes
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Ex_Files_RStats_EssT/Exercise Files/Finished Versions/Ch08/08_02/Ex08_02.R 514 Bytes
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Ex_Files_RStats_EssT/Exercise Files/Finished Versions/Ch09/09_05_Challenge/StateClusterData.csv 4.6 kB
Ex_Files_RStats_EssT/Exercise Files/Finished Versions/Ch09/09_06_Solution/Ex09_06_Solution.R 614 Bytes
Ex_Files_RStats_EssT/Exercise Files/Finished Versions/Ch10/10_01/ReferenceLinks.pdf 86.2 kB
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