# Statistical Reasoning I

## by Johns Hopkins University

This course material is only available in the iTunes U app on iPhone or iPad.

#### Course Description

Name | Description | Time | Price | ||
---|---|---|---|---|---|

1 | Practice 15: Independent Populations | -- | -- | Free | View in iTunes |

2 |
Confidence Intervals V Practice Problems Solution Explanation | -- | 3:09 | Free | View in iTunes |

3 |
Confidence Intervals V Practice Problems Audio Instrructions | -- | 1:05 | Free | View in iTunes |

4 |
Confidence Intervals IV Practice Problems Solution Explanation | -- | 4:34 | Free | View in iTunes |

5 |
Confidence Intervals IV Practice Problems Audio Instructions | -- | 2:09 | Free | View in iTunes |

6 |
Confidence Intervals III Practice Problems Solution Explanation | -- | 4:07 | Free | View in iTunes |

7 |
Confidence Intervals III Practice Problems Audio Instructions | -- | 1:51 | Free | View in iTunes |

8 |
Confidence Intervals II Practice Problems Solution Explanation | -- | 3:26 | Free | View in iTunes |

9 |
Confidence Intervals II Practice Problems Audio Instructions | -- | 1:30 | Free | View in iTunes |

10 |
Confidence Intervals I Practice Problems Audio Instructions | -- | 1:30 | Free | View in iTunes |

11 |
The Normal Distribution Practice Problems Solution Explanation | -- | 6:08 | Free | View in iTunes |

12 |
The Normal Distribution Practice Problems Audio Instructions | -- | 2:31 | Free | View in iTunes |

13 |
Samples and Populations Practice Problems Solution Explanation | -- | 5:26 | Free | View in iTunes |

14 |
Samples and Populations Practice Problems Audio Instructions | -- | 3:17 | Free | View in iTunes |

15 |
Continuous Data Practice Problems Audio Instructions | -- | 1:53 | Free | View in iTunes |

16 |
p-Values Practice Problems Solution Explanation | -- | 5:39 | Free | View in iTunes |

17 |
p-Values Practice Problems Audio Instructions | -- | 1:05 | Free | View in iTunes |

18 |
Paired t-test Practice Problems Solution Explanation | -- | 10:02 | Free | View in iTunes |

19 |
Paired t-test Practice Problems Audio Instructions | -- | 4:00 | Free | View in iTunes |

20 |
Paired vs. Unpaired Data Practice Problems Solution Explanation | -- | 2:44 | Free | View in iTunes |

21 |
Paired vs. Unpaired Data Practice Problems Audio Instructions | -- | 3:20 | Free | View in iTunes |

22 |
Lecture 5F: Non-Parametric Analogue to the Two Sample t-test (optional) | -- | 9:57 | Free | View in iTunes |

23 |
p-Values Practice Problems Solutions Explanation | -- | 5:39 | Free | View in iTunes |

24 |
Two Sample Comparison Practice Problems Audio Instructions | -- | 1:51 | Free | View in iTunes |

25 |
Two Sample Comparison Practice Problems Solution Explanation | -- | 2:33 | Free | View in iTunes |

26 |
Two Sample p-Value Practice Problems Solution Audio Instructions | -- | 0:56 | Free | View in iTunes |

27 |
Two Sample p-Value Practice Problems Solution Explanation | -- | 4:04 | Free | View in iTunes |

28 |
Mann-Whitney-Wilcoxon Practice Problems Audio Instructions | -- | 2:01 | Free | View in iTunes |

29 |
Mann-Whitney-Wilcoxon Practice Problems Solutions Explanations | -- | 4:37 | Free | View in iTunes |

30 |
Independent Populations Practice Problems Audio Instructions | -- | 1:26 | Free | View in iTunes |

31 |
Independent Populations Practice Problems Solution Explanation | -- | 2:53 | Free | View in iTunes |

32 |
Lecture 1B: Types of Data | -- | 7:31 | Free | View in iTunes |

33 |
Lecture 1C: Continuous Data: Numerical Summary Measures; Sample Estimates versus Population Measures | -- | 22:39 | Free | View in iTunes |

34 |
Lecture 1F: Samples versus Populations, Part 2: Sample Distribution versus Underlying “Population Distribution” | -- | 10:02 | Free | View in iTunes |

35 |
Lecture 1D: Visually Displaying Continuous Data: Histograms | -- | 8:43 | Free | View in iTunes |

36 |
Lecture 1E: Stem and Leaf Plots, Box Plots | -- | 12:16 | Free | View in iTunes |

37 |
Lecture 1A: What Role Does Biostatistics Play in Public Health (Why Do I Need this Stuff?) | -- | 14:26 | Free | View in iTunes |

38 |
Lecture 2C: Normal Scores and Variability in Non-Normal Data | -- | 8:11 | Free | View in iTunes |

39 |
Lecture 2B: Variability in the Normal Distribution: Calculating Normal Scores | -- | 14:27 | Free | View in iTunes |

40 |
Lecture 2A: The Normal Distribution | -- | 7:46 | Free | View in iTunes |

41 |
Lecture 3F: The Theoretical Sampling Distribution of the Sample Proportion and Its Estimate Based on a Single Sample | -- | 7:29 | Free | View in iTunes |

42 |
Lecture 3E: The Sample Proportion as a Summary Measure for Binary Outcomes and the CLT | -- | 10:07 | Free | View in iTunes |

43 |
Lecture 3B: The Theoretical Sampling Distribution of the Sample Mean and Its Estimate Based on a Single Sample | -- | 13:10 | Free | View in iTunes |

44 |
Lecture 3G: Estimating Confidence Intervals for the Proportion of a Population Based on a Single Sample of Size n: Some Examples | -- | 6:47 | Free | View in iTunes |

45 |
Lecture 3D: True Confessions Biostat Style: What We Mean by Approximately Normal and What Happens to the Sampling Distribution o | -- | 9:44 | Free | View in iTunes |

46 |
Lecture 3A: The Random Sampling Behavior of a Sample Mean Across Multiple Random Samples | -- | 20:08 | Free | View in iTunes |

47 |
Lecture 3H: Small Sample Considerations for Confidence Intervals for Population Proportions | -- | 9:52 | Free | View in iTunes |

48 |
Lecture 3C: Estimating Confidence Intervals for the Mean of a Population Based on a Single Sample of Size n: Some Examples | -- | 10:21 | Free | View in iTunes |

49 |
Lecture 4A: The Paired t-Test; the Confidence Interval Component | -- | 12:59 | Free | View in iTunes |

50 |
Lecture 4B: The Paired t-Test; the Hypothesis Testing Component | -- | 16:15 | Free | View in iTunes |

51 |
Lecture 4C: The Paired t-Test; Two More Examples | -- | 14:34 | Free | View in iTunes |

52 |
Lecture 4D: The p-Value in Even More Detail! | -- | 19:43 | Free | View in iTunes |

53 |
Lecture 5G: Comparing Means between More than Two Independent Populations | -- | 13:11 | Free | View in iTunes |

54 |
Lecture 5E: The Unpaired t-test: More Examples | -- | 9:57 | Free | View in iTunes |

55 |
Lecture 5A: Two Sample t-test: The Resulting Confidence Interval | -- | 17:45 | Free | View in iTunes |

56 |
Lecture 5D: Two Sample t-test, Two Choices | -- | 4:31 | Free | View in iTunes |

57 |
Lecture 5C: Two Sample t-test, Approach with Smaller Samples | -- | 10:09 | Free | View in iTunes |

58 |
Lecture 5B: Two Sample t-test: Getting a p-value | -- | 7:33 | Free | View in iTunes |

59 |
Lecture 6E: Fisher’s Exact Test | -- | 10:24 | Free | View in iTunes |

60 |
Lecture 6A: The Two Sample z-Test for Comparing Proportions between Two Independent Populations: The Confidence Interval Approac | -- | 12:50 | Free | View in iTunes |

61 |
Lecture 6C: The Chi-Square Test: Mechanics | -- | 11:50 | Free | View in iTunes |

62 |
Lecture 6F: Measures of Association: Risk Difference, Relative Risk, and the Odds Ratio | -- | 20:16 | Free | View in iTunes |

63 |
Lecture 6G: FYI: Sampling Behavior of Relative Risks/Odds Ratios | -- | 10:31 | Free | View in iTunes |

64 |
Lecture 6D: More Examples of Comparing Two Proportions | -- | 5:14 | Free | View in iTunes |

65 |
Lecture 6B: Two Sample z-test: Getting a p-value | -- | 9:41 | Free | View in iTunes |

66 |
Lecture 7C: Statistical Inference on Survival Curves | -- | 16:47 | Free | View in iTunes |

67 |
Lecture 7A: Motivating the Need | -- | 15:03 | Free | View in iTunes |

68 |
Lecture 7B: Estimating the Survival Curve: The Kaplan Meier Approach | -- | 18:20 | Free | View in iTunes |

69 | Lecture 1: Describing Data Part 1 | -- | -- | Free | View in iTunes |

70 | Lecture 2: Describing Data Part 2 | -- | -- | Free | View in iTunes |

71 | Lecture 3: Sampling Variability and Confidence Intervals | -- | -- | Free | View in iTunes |

72 | Lecture 4: An Introduction to Hypothesis Testing: The Paired t-Test | -- | -- | Free | View in iTunes |

73 | Lecture 5: Comparing Means among Two (or More) Independent Populations | -- | -- | Free | View in iTunes |

74 | Lecture 6: Comparing Proportions Between Two Independent Populations | -- | -- | Free | View in iTunes |

75 |
Continuous Data Practice Problems Solution Explanation | -- | 6:06 | Free | View in iTunes |

76 | Practice 1 Slides: Continuous Data | -- | -- | Free | View in iTunes |

77 | Practice 2: Samples and Populations | -- | -- | Free | View in iTunes |

78 | Practice 3: The Normal Distribution | -- | -- | Free | View in iTunes |

79 |
Confidence Intervals I Practice Problems Solution Explanation | -- | 5:27 | Free | View in iTunes |

80 | Practice 4: Confidence Intervals I | -- | -- | Free | View in iTunes |

81 | Practice 5: Confidence Intervals II | -- | -- | Free | View in iTunes |

82 | Practice 6: Confidence Intervals III | -- | -- | Free | View in iTunes |

83 | Practice 7: Confidence Intervals IV | -- | -- | Free | View in iTunes |

84 | Practice 8: Confidence Intervals V | -- | -- | Free | View in iTunes |

85 | Practice 9: Paired vs. Unpaired Data Practice Problems | -- | -- | Free | View in iTunes |

86 | Practice 10: Paired t-Test | -- | -- | Free | View in iTunes |

87 | Practice 11: p-Values | -- | -- | Free | View in iTunes |

88 | Practice 12: Two Sample Comparison | -- | -- | Free | View in iTunes |

89 | Practice 13: Two-Sample p-Value | -- | -- | Free | View in iTunes |

90 | Practice 14: Mann-Whitney-Wilcoxon | -- | -- | Free | View in iTunes |

91 | Lecture 7: When Time Is of Interest: The Case for Survival Analysis | -- | -- | Free | View in iTunes |

91 Items |

#### Customer Reviews

##### Very useful

Thank you Dr. McGready. I was not able to understand types of data (NOIR) but this course from iTunes U helped me immensely. I ended up subscribing the entire course! Thank you for sharing the lectures and the worksheets. Another good thing about this course is, it has short lectures (I tend to get bored in long statistics classes).

##### Thanks for the review

Terrific course, reviewed all the sections and finally understand the concepts. Wish section II was available on ITunes. Through the web I am finishing the course. Highly recommend.

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