Playlists
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Module 1: Revision – Looking at Data - Distributions Videos10 - Module 1a - Displaying distributions with graphs 00:02:55
- Module 1b - Measures of Center 00:01:52
- Module 1c - Measures of Spread 00:01:46
- Module 1d - Five Number Summary 00:02:33
- Module 1e - Linear Transformations 00:01:29
- Module 1f - Density Curves and Normal distributions 00:03:21
- Module 1g - Applications of Normal Distributions 00:03:18
- Module 1h - Normal Quantile Plot 00:01:20
- Module 1i - Bonus tips and recap 00:05:35
- Summary of Module 1 (Distributions) 00:02:49
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Module 2: Revision – Looking at Data - Relationships Videos9 - Module 2a - Association between Variables and Scatterplots 00:02:08
- Module 2b - Correlation 00:02:00
- Module 2c - Least-Squares Regression 00:05:04
- Module 2d - Residuals 00:01:49
- Module 2e - Cautions about Correlation and Regression 00:04:21
- Module 2f - Two-Way Tables 00:02:26
- Module 2g - Association and Causation 00:03:17
- Module 2h - Tips and Recap 00:02:21
- Summary of Module 2 (Relationships) 00:03:59
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Module 3: Looking at Data – Producing Data Videos8 - Module 3a - Sources of Data 00:01:02
- Module 3b - Comparative Experiments 00:02:37
- Module 3c - Randomization 00:03:23
- Module 3d - Design of Experiments (Matched Pairs and Block Design) 00:02:31
- Module 3e - Sampling Design 00:05:05
- Module 3f - Caveats and Examples 00:03:39
- Module 3g - Sampling Bias and Variability 00:03:08
- Summary of Module 3 (Producing Data) 00:01:45
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Module 4: Probability: The Study of Randomness Videos8 - Module 4a - Probability Models 00:02:01
- Module 4b - Probability Rules I 00:01:47
- Module 4c - Applying the Probability Rules I 00:02:28
- Module 4d - Random Variables 00:03:25
- Module 4e - Random Variables Mean and Variance 00:07:13
- Module 4f - Probability Rules II 00:04:47
- Module 4g- Tree Diagrams and Bayes' Rule 00:03:08
- Summary of Module 4 (Probability) 00:02:42
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Module 5: Sampling Distributions Videos8 - Module 5a - Intro to Sampling Distributions 00:01:17
- Module 5b - Distributions of Sample Mean 00:03:28
- Module 5c - Central Limit Theorem 00:01:30
- Module 5d - Binomial Distributions for Sample Counts 00:04:23
- Module 5e - Binomial Probabilities 00:03:53
- Module 5f - Binomial Mean and Standard Deviation 00:02:52
- Module 5g - Normal Approximation 00:04:21
- Summary of Module 5 (Sampling Distributions) 00:02:27
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Module 6: Introduction to Inference Videos8 - Module 6a - Intro to Statistical Inference 00:02:13
- Module 6b - Confidence Interval 00:05:58
- Module 6c - Tests of Significance 00:07:31
- Module 6d - Examples of Significance Tests 00:04:37
- Module 6e- Use and Abuse of Tests 00:01:54
- Module 6f - Power and Error 00:02:12
- Module 6g - Tips and Recap 00:00:46
- Summary of Module 6 (Inference) 00:03:13
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Module 7: Inference for Distributions Videos8 - Module 7a - t Distribution 00:01:18
- Module 7b - One-sample t Test 00:05:47
- Module 7c - Matched Pairs t Procedures 00:04:37
- Module 7d - Two-Sample z Significance Test 00:02:44
- Module 7e - Two-Sample t Significance Test 00:03:15
- Module 7f - Pooled Two-Sample t Procedures 00:01:56
- Module 7g - Tips and Recap 00:01:37
- Summary of Module 7 and 8 (Inference for Distributions and Proportions) 00:02:53
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Module 8: Inference for Proportions Videos3 -
Module 9: Assessment preparation and exams Videos1
Comments
Pheeraphol Chew Hi everyone! Thanks for checking out my videos! I really appreciate it. Just a reminder that in order to access all of the videos in this series, you need to sign up to Zookal for free. Take care and look forward to hearing your results for this semester :) - Pheeraphol (or you can call me Yong)
Gabriel Yip Appreciate the videos!