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Udemy Statistical Thinking for Data Analysis

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Files:

Get Bonus Downloads Here.url 180 bytes
1-Preview of First Chapter of my Textbook.url 108 bytes
1-Section 1 Preview.en_US.vtt 2.9 KB
1-Section 1 Preview.mp4 23.5 MB
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-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
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
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
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 8.0 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
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 284.0 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 3.0 KB
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
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
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 128.0 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 82.0 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 2.0 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 180.0 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
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 247.0 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
Bonus Resources.txt 70 bytes

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