| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ~Get Your Files Here ! | |||
| 1-Overview of Course Content | |||
| 1-Preview of First Chapter of my Textbook.url | 102.4 B | ||
| 1-Section 1 Preview.en_US.vtt | 2.9 KB | ||
| 1-Section 1 Preview.mp4 | 23.5 MB | ||
| 10-Integrity in Research | |||
| 1-Section 10 - Integrity in Research - 1. The Extra Sensory Perception and Power-Pose Studies.pdf.pdf | 323.2 KB | ||
| 1-The Extra Sensory Perception and Power-Pose Studies.en_US.vtt | 10.5 KB | ||
| 1-The Extra Sensory Perception and Power-Pose Studies.mp4 | 140.6 MB | ||
| 2-Populations and Samples | |||
| 1-Data, Types of Variables, Datasets.en_US.vtt | 9.9 KB | ||
| 1-Data, Types of Variables, Datasets.mp4 | 43.1 MB | ||
| 1-Section 2 - Populations and Samples - 1. Data, Types of Variables, Datasets.pdf.pdf | 256.8 KB | ||
| 2-Examples - The MMR Vaccine – Autism Link, COVID Testing in NYC Population.en_US.vtt | 8.4 KB | ||
| 2-Examples - The MMR Vaccine – Autism Link, COVID Testing in NYC Population.mp4 | 47.9 MB | ||
| 2-Section 2 - Populations and Samples - 2. Examples - The MMR Vaccine – Autism Link, COVID Testing in NYC Population.pdf.pdf | 255.9 KB | ||
| 3-R-Labs - Dataframes and Subsetting.en_US.vtt | 18.9 KB | ||
| 3-R-Labs - Dataframes and Subsetting.mp4 | 396.6 MB | ||
| 3-Section 2 - Populations and Samples - 3. R-Labs - Dataframes and Subsetting.Rmd.Rmd | 4.5 KB | ||
| 3-Types of Studies | |||
| 1-Randomized Experiments - Migraine Study Example.en_US.vtt | 9.7 KB | ||
| 1-Randomized Experiments - Migraine Study Example.mp4 | 89.7 MB | ||
| 1-Section 3 - Types of Studies - 1. Randomized Experiments - Migraine Study Example.pdf.pdf | 368.4 KB | ||
| 2-Randomized Experiment - Hydroxychloroquine and COVID Study Example.en_US.vtt | 8.5 KB | ||
| 2-Randomized Experiment - Hydroxychloroquine and COVID Study Example.mp4 | 48.4 MB | ||
| 2-Section 3 - Types of Studies - 2. Randomized Experiment - Hydroxychloroquine Study Example.pdf.pdf | 180.3 KB | ||
| 3-Observational Studies - Hydroxychloroquine and COVID Study Example.en_US.vtt | 8.3 KB | ||
| 3-Observational Studies - Hydroxychloroquine and COVID Study Example.mp4 | 51.4 MB | ||
| 3-Section 3 - Types of Studies - 3. Observational Studies - Hydroxychloroquine Study Example.pdf.pdf | 92.4 KB | ||
| 4-Measuring Uncertainty with Probability | |||
| 1-Section 4 - Measuring Uncertainty with Probability - 1. What is Probability.pdf.pdf | 117.5 KB | ||
| 1-What is Probability.en_US.vtt | 11.9 KB | ||
| 1-What is Probability.mp4 | 58.7 MB | ||
| 2-Conditional Probability - Hospital Example.en_US.vtt | 20.3 KB | ||
| 2-Conditional Probability - Hospital Example.mp4 | 100.7 MB | ||
| 2-Section 4 - Measuring Uncertainty with Probability - 2. Conditional Probability - Hospital Example.pdf.pdf | 131.2 KB | ||
| 3-Conditional Probability - Blood Pressure - Cholesterol Example.en_US.vtt | 9.6 KB | ||
| 3-Conditional Probability - Blood Pressure - Cholesterol Example.mp4 | 46.5 MB | ||
| 3-Section 4 - Measuring Uncertainty with Probability - 3. Conditional Probability - Blood Pressure - Cholesterol Example.pdf.pdf | 81.5 KB | ||
| 4-Bayes Rule - Medical Testing for Disease Example.en_US.vtt | 8 KB | ||
| 4-Bayes Rule - Medical Testing for Disease Example.mp4 | 34.3 MB | ||
| 4-Section 4 - Measuring Uncertainty with Probability - 4. Bayes Rule - Testing for Disease Example.pdf.pdf | 141.5 KB | ||
| 5-Visualizing and Summarizing Sample Data | |||
| 1-Histograms, Means and Standard Deviations - Climate Change and College Football.en_US.vtt | 17.3 KB | ||
| 1-Histograms, Means and Standard Deviations - Climate Change and College Football.mp4 | 166.5 MB | ||
| 1-Section 5 - Visualizing and Summarizing Sample Data - 1. Histograms, Means and Standard Deviations - Climate Change and College Football Examples.pdf.pdf | 344.4 KB | ||
| 2-Section 5 - Visualizing and Summarizing Sample Data - 3. The Normal Distribution and Z-Scores.pdf.pdf | 284 KB | ||
| 2-The Normal Distribution and Z-Scores.en_US.vtt | 9.5 KB | ||
| 2-The Normal Distribution and Z-Scores.mp4 | 41.2 MB | ||
| 3-Section 5 - Visualizing and Summarizing Sample Data - 4. The Normal Distribution and Z-Scores - Blood Pressure Example.pdf.pdf | 557.6 KB | ||
| 3-The Normal Distribution and Z-Scores - Blood Pressure Example.en_US.vtt | 18.5 KB | ||
| 3-The Normal Distribution and Z-Scores - Blood Pressure Example.mp4 | 213.4 MB | ||
| 4-R-Labs - Summary Statistics.en_US.vtt | 9.4 KB | ||
| 4-R-Labs - Summary Statistics.mp4 | 119.5 MB | ||
| 4-Section 5 - Visualizing and Summarizing Sample Data - 5. R-Labs - Summary Statistics.Rmd.Rmd | 2.1 KB | ||
| 5-R-Labs - Data Visualizations.en_US.vtt | 11.7 KB | ||
| 5-R-Labs - Data Visualizations.mp4 | 154.9 MB | ||
| 5-Section 5 - Visualizing and Summarizing Sample Data - 6. R-Labs - Data Visualizations.Rmd.Rmd | 3 KB | ||
| 6-Visualizing and Summarizing Sample Statistics | |||
| 1-Sample Proportions - Election Polling and Coin-Toss Example.en_US.vtt | 14.1 KB | ||
| 1-Sample Proportions - Election Polling and Coin-Toss Example.mp4 | 72.8 MB | ||
| 1-Section 6 - Visualizing and Summarizing Sample Statistics - 1. Sample Proportion - Election Polling and Coin-Toss Example.pdf.pdf | 369.2 KB | ||
| 2-Sample Means - Height Example.en_US.vtt | 11.5 KB | ||
| 2-Sample Means - Height Example.mp4 | 131.8 MB | ||
| 2-Section 6 - Visualizing and Summarizing Sample Statistics - 3. Sample Means - Pregnancy Duration Example.pdf.pdf | 219.7 KB | ||
| 3-Sample Means - Pregnancy Duration Example.en_US.vtt | 11.9 KB | ||
| 3-Sample Means - Pregnancy Duration Example.mp4 | 45.2 MB | ||
| 3-Section 6 - Visualizing and Summarizing Sample Statistics - 3. Sample Means - Pregnancy Duration Example.pdf.pdf | 219.7 KB | ||
| 7-Confidence Intervals | |||
| 1-Confidence Intervals Population Mean - Heart Disease Example.en_US.vtt | 14.9 KB | ||
| 1-Confidence Intervals Population Mean - Heart Disease Example.mp4 | 114.6 MB | ||
| 1-Section 7 - Confidence Intervals - 1. Population Mean - Heart Disease Example.pdf.pdf | 298.6 KB | ||
| 2-Population Proportion - National Youth Fitness Survey and Election Polling.en_US.vtt | 13.1 KB | ||
| 2-Population Proportion - National Youth Fitness Survey and Election Polling.mp4 | 58.1 MB | ||
| 2-Section 7 - Confidence Intervals - 2. Population Proportion - National Youth Fitness Survey and Election Polling Example.pdf.pdf | 252.5 KB | ||
| 3-Comparing Means - National Youth Fitness Survey Example.en_US.vtt | 11.3 KB | ||
| 3-Comparing Means - National Youth Fitness Survey Example.mp4 | 83.1 MB | ||
| 3-Section 7 - Confidence Intervals - 3. Comparing Means - National Youth Fitness Survey Example.pdf.pdf | 176.1 KB | ||
| 8-Hypothesis Testing | |||
| 1-Population Proportion - Coin-Toss Example.en_US.vtt | 13.1 KB | ||
| 1-Population Proportion - Coin-Toss Example.mp4 | 68.7 MB | ||
| 1-Section 8 - Hypothesis Testing - 1. Population Proportion - Coin-Toss Example.pdf.pdf | 128 KB | ||
| 10-Section 8 - Hypothesis Testing - 10. Types of Error and Power of the Test - Mask Study and Hydroxychloroquine Study Examples.pdf.pdf | 153.5 KB | ||
| 10-Types of Error and Power of the Test - Mask Study and Hydroxychloroquine Example.en_US.vtt | 6.7 KB | ||
| 10-Types of Error and Power of the Test - Mask Study and Hydroxychloroquine Example.mp4 | 86.9 MB | ||
| 11-R-Labs - Comparing Means.en_US.vtt | 9.5 KB | ||
| 11-R-Labs - Comparing Means.mp4 | 82 MB | ||
| 11-Section 8 - Hypothesis Testing - 11. R-Labs - Comparing Means.Rmd.Rmd | 1.9 KB | ||
| 12-R-Labs - Comparing Proportions.en_US.vtt | 7.3 KB | ||
| 12-R-Labs - Comparing Proportions.mp4 | 87.3 MB | ||
| 12-Section 8 - Hypothesis Testing - 12. R-Labs - Comparing Proportions.Rmd.Rmd | 2 KB | ||
| 2-Population Mean - Height and Heart Disease Data Examples.en_US.vtt | 14.8 KB | ||
| 2-Population Mean - Height and Heart Disease Data Examples.mp4 | 114.6 MB | ||
| 2-Section 8 - Hypothesis Testing - 2. Population Mean - Height and Heart Disease Data Examples.pdf.pdf | 183.6 KB | ||
| 3-One-Sided versus Two-Sided Alternatives - Height and Heart Disease Data Examples.en_US.vtt | 9.2 KB | ||
| 3-One-Sided versus Two-Sided Alternatives - Height and Heart Disease Data Examples.mp4 | 34.2 MB | ||
| 3-Section 8 - Hypothesis Testing - 3. One-Sided versus Two-Sided Alternatives - Height and Heart Disease Data Examples.pdf.pdf | 200.6 KB | ||
| 4-Hypothesis Testing What Does the P-value Really Mean.en_US.vtt | 10.3 KB | ||
| 4-Hypothesis Testing What Does the P-value Really Mean.mp4 | 161.5 MB | ||
| 4-Section 8 - Hypothesis Testing - 4. What Does the P-value Really Mean.pdf.pdf | 196.1 KB | ||
| 5-Comparing Means - National Youth Fitness Survey Example.en_US.vtt | 10.4 KB | ||
| 5-Comparing Means - National Youth Fitness Survey Example.mp4 | 35.8 MB | ||
| 5-Section 8 - Hypothesis Testing - 5. Comparing Means - National Youth Fitness Survey Example.pdf.pdf | 237.6 KB | ||
| 6-Comparing Means - College Football Study Example.en_US.vtt | 5.1 KB | ||
| 6-Comparing Means - College Football Study Example.mp4 | 19.7 MB | ||
| 6-Section 8 - Hypothesis Testing - 6. Comparing Means - College Football Study Example.pdf.pdf | 96.5 KB | ||
| 7-Comparing Proportions - Analysis of 2x2 Tables - National Youth Fitness Survey.en_US.vtt | 13.1 KB | ||
| 7-Comparing Proportions - Analysis of 2x2 Tables - National Youth Fitness Survey.mp4 | 46.5 MB | ||
| 7-Section 8 - Hypothesis Testing - 7. Comparing Proportions - Analysis of 2x2 Tables - National Youth Fitness Survey Data Example.pdf.pdf | 341.1 KB | ||
| 8-Comparing Proportions - Analysis of 2x2 Tables - The Power-Pose Study Example.en_US.vtt | 3.4 KB | ||
| 8-Comparing Proportions - Analysis of 2x2 Tables - The Power-Pose Study Example.mp4 | 20.4 MB | ||
| 8-Section 8 - Hypothesis Testing - 8. Comparing Proportions - Analysis of 2x2 Tables - The Power-Pose Study Example.pdf.pdf | 180 KB | ||
| 9-Linear Regression | |||
| 1-Correlation - National Youth Fitness Survey Data Example.en_US.vtt | 10.3 KB | ||
| 1-Correlation - National Youth Fitness Survey Data Example.mp4 | 36.8 MB | ||
| 1-Section 9 - Linear Regression - 1. Correlation - National Youth Fitness Survey Data Example.pdf.pdf | 439.3 KB | ||
| 2-Section 9 - Linear Regression - 2. The Line of Best Fit - COVID-19 and National Youth Fitness Survey Data Example.pdf.pdf | 331.7 KB | ||
| 2-The Line of Best Fit - COVID-19 and National Youth Fitness Survey Data Example.en_US.vtt | 9.5 KB | ||
| 2-The Line of Best Fit - COVID-19 and National Youth Fitness Survey Data Example.mp4 | 50.9 MB | ||
| 3-Section 9 - Linear Regression - 3. Understanding How the Line of Best Fit is Chosen.pdf.pdf | 247 KB | ||
| 3-Understanding How the Line of Best Fit is Chosen.en_US.vtt | 9.6 KB | ||
| 3-Understanding How the Line of Best Fit is Chosen.mp4 | 36.2 MB | ||
| 4-Section 9 - Linear Regression - 4. Statistical Inference for the Slope of the Line of Best Fit - National Youth Fitness Survey Data Example.pdf.pdf | 350.1 KB | ||
| 4-Statistical Inference for the Line of Best Fit - National Youth Fitness Survey.en_US.vtt | 11.2 KB | ||
| 4-Statistical Inference for the Line of Best Fit - National Youth Fitness Survey.mp4 | 53.6 MB | ||
| 5-Multiple Linear Regression - National Youth Fitness Survey Data Example.en_US.vtt | 9.6 KB | ||
| 5-Multiple Linear Regression - National Youth Fitness Survey Data Example.mp4 | 47.3 MB | ||
| 5-Section 9 - Linear Regression - 5. Multiple Linear Regression - National Youth Fitness Survey Data Example.pdf.pdf | 407.1 KB | ||
| 6-R-Labs - Simple Linear Regression.en_US.vtt | 10.1 KB | ||
| 6-R-Labs - Simple Linear Regression.mp4 | 41.1 MB | ||
| 6-Section 9 - Linear Regression - 6. R-Labs - Simple Linear Regression.Rmd.Rmd | 1.8 KB | ||
| 9-Section 8 - Hypothesis Testing - 9. Types of Error and Power of the Test.pdf.pdf | 340.7 KB | ||
| 9-Types of Error and Power of the Test.en_US.vtt | 21.8 KB | ||
| 9-Types of Error and Power of the Test.mp4 | 81.6 MB | ||
| 2-Section 10 - Integrity in Research - 2. The Vioxx Study - Oxycontin and The Opioid Epidemic.pdf.pdf | 354.8 KB | ||
| 2-The Vioxx Study - Oxycontin and The Opioid Epidemic.en_US.vtt | 11.3 KB | ||
| 2-The Vioxx Study - Oxycontin and The Opioid Epidemic.mp4 | 168.5 MB |
Statistical Thinking for Data Analysis
https://WebToolTip.com
Last updated 9/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 7h 16m | Size: 3.48 GB
Understand the Reasoning and Thinking of Data Analysis
What you'll learn
How to assess the quality of study design and how it affects data quality
How to reason with variation in data using data visualizations and summary statistics
How to reason with the variation in sample statistics using sampling distributions
A conceptual understanding of statistical inference: confidence intervals and hypothesis testing
Introduction to linear regression
Introduction to R and RStudio analyzing real-world data
Requirements
Basic Arithmetic. No other background knowledge required
No programming experience required
| torrent name | size | uploader | age | seed | leech |
|---|---|---|---|---|---|
| 320.1 MB | freecoursewb | 2 months | 0 | 0 | |
| 1.3 GB | freecoursewb | 4 months | 9 | 0 | |
| 2.2 GB | freecoursewb | 9 months | 0 | 0 | |
| 2.4 GB | freecoursewb | 10 months | 3 | 1 | |
| 2.1 GB | freecoursewb | 11 months | 3 | 0 |
All Comments