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Educator.com - General Statistics with Dr. Ji Son

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2015-9-19 03:26 2024-12-14 15:49 179 3.91 GB 49
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文件列表
  1. 01Introduction - Descriptive Statistics vs. Inferential Statistics.mkv47.81MB
  2. 02About Samples Cases, Variables, Measurements.mkv60.37MB
  3. 03Introduction to Excel.mkv13.64MB
  4. 04Visualizing Distributions - Frequency Distributions in Excel.mkv73.32MB
  5. 05Visualizing Distributions - Frequency Distributions and Features.mkv47.73MB
  6. 06Visualizing Distributions - Dotplots and Histograms in Excel.mkv79.87MB
  7. 07Visualizing Distributions - Stemplots.mkv23.21MB
  8. 08Bar Graphs.mkv42.68MB
  9. 09Summarizing Distributions - Central Tendency Mean, Median, Mode.mkv72.65MB
  10. 10Summarizing Distributions - Variability.mkv79.82MB
  11. 11Summarizing Distributions - Five Number Summary & Boxplots.mkv107.14MB
  12. 12Summarizing Distributions - Shape Calculating Skewness & Kurtosis.mkv78.29MB
  13. 13Summarizing Distributions - Normal Distribution.mkv64.67MB
  14. 14Summarizing Distributions - Standard Normal Distributions & Z-Scores.mkv78.04MB
  15. 15Summarizing Distributions - Normal Distribution PDF vs. CDF.mkv104.31MB
  16. 16Linear Regression - Scatterplots.mkv88.58MB
  17. 17Linear Regression - Regression.mkv59.96MB
  18. 18Linear Regression - Least Squares Regression.mkv105.92MB
  19. 19Linear Regression - Correlation.mkv82.32MB
  20. 20Linear Regression - Correlation r vs. r-squared.mkv98.95MB
  21. 21Linear Regression - Transformations of Data.mkv50.7MB
  22. 22Collecting Data in an Experiment - Sampling & Bias.mkv102.41MB
  23. 23Collecting Data in an Experiment - Sampling Methods.mkv26.99MB
  24. 24Collecting Data in an Experiment - Research Design.mkv100.6MB
  25. 25Collecting Data in an Experiment - Between and Within Treatment Variability.mkv77.75MB
  26. 26Review of Probability Axioms - Sample Spaces.mkv70.92MB
  27. 27Review of Probability Axioms - Addition Rule for Disjoint Events.mkv38.36MB
  28. 28Review of Probability Axioms - Conditional Probability.mkv107.33MB
  29. 29Review of Probability Axioms - Independent Events.mkv45.8MB
  30. 30Probability Distributions - Introduction to Probability Distributions.mkv106.23MB
  31. 31Probability Distributions - Expected Value & Variance of Probability Distributions.mkv100.48MB
  32. 32Probability Distributions - Binomial Distribution.mkv103.38MB
  33. 33Sampling Distributions of Statistics - Introduction to Sampling Distributions.mkv90.41MB
  34. 34Sampling Distributions of Statistics - Sampling Distribution of the Mean.mkv128.82MB
  35. 35Sampling Distributions of Statistics - Sampling Distribution of Sample Proportions.mkv102.22MB
  36. 36Inferential Statistics - Introduction to Confidence Intervals.mkv80.3MB
  37. 37Inferential Statistics - t Distributions.mkv116.21MB
  38. 38Inferential Statistics - Introduction to Hypothesis Testing.mkv124.51MB
  39. 39Inferential Statistics - Confidence Intervals for the Difference of Two Independent Means.mkv103.36MB
  40. 40Inferential Statistics - Hypothesis Testing for the Difference of Two Independent Means.mkv93.59MB
  41. 41Inferential Statistics - Confidence Intervals & Hypothesis Testing for the Difference of Two Paired Means.mkv138.83MB
  42. 42Inferential Statistics - Type I and Type II Errors.mkv58.9MB
  43. 43Inferential Statistics - Effect Size & Power.mkv83.65MB
  44. 44Analysis of Variance - F-distributions.mkv46.37MB
  45. 45Analysis of Variance - ANOVA with Independent Samples.mkv129.91MB
  46. 46Analysis of Variance - Repeated Measures ANOVA.mkv140.77MB
  47. 47Chi-square Test - Chi-Square Goodness-of-Fit Test.mkv109.26MB
  48. 48Chi-square Test - Chi-Square Test of Homogeneity.mkv83.05MB
  49. 49Overview of Statistics - Overview of Statistics.mkv34.04MB
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