Udemy - Statistical Thinking for Data Analysis

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1-Overview of Course Content
• 1-Preview of First Chapter of my Textbook.url (0.1 KB)
• 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-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)
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 (8.0 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)
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 (284.0 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)
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 Exampl