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Udemy - Statistical Thinking for Data Analysis

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Udemy - Statistical Thinking for Data Analysis

Torrent Contents Size: 3.5 GB

Udemy - Statistical Thinking for Data Analysis
Bonus Resources.txt
TXT
102.4 B
Get Bonus Downloads Here.url
URL
204.8 B
~Get Your Files Here !
1-Overview of Course Content
1-Preview of First Chapter of my Textbook.url
URL
102.4 B
1-Section 1 Preview.en_US.vtt
VTT
2.9 KB
1-Section 1 Preview.mp4
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
PDF
323.2 KB
1-The Extra Sensory Perception and Power-Pose Studies.en_US.vtt
VTT
10.5 KB
1-The Extra Sensory Perception and Power-Pose Studies.mp4
MP4
140.6 MB
2-Populations and Samples
1-Data, Types of Variables, Datasets.en_US.vtt
VTT
9.9 KB
1-Data, Types of Variables, Datasets.mp4
MP4
43.1 MB
1-Section 2 - Populations and Samples - 1. Data, Types of Variables, Datasets.pdf.pdf
PDF
256.8 KB
2-Examples - The MMR Vaccine – Autism Link, COVID Testing in NYC Population.en_US.vtt
VTT
8.4 KB
2-Examples - The MMR Vaccine – Autism Link, COVID Testing in NYC Population.mp4
MP4
47.9 MB
2-Section 2 - Populations and Samples - 2. Examples - The MMR Vaccine – Autism Link, COVID Testing in NYC Population.pdf.pdf
PDF
255.9 KB
3-R-Labs - Dataframes and Subsetting.en_US.vtt
VTT
18.9 KB
3-R-Labs - Dataframes and Subsetting.mp4
MP4
396.6 MB
3-Section 2 - Populations and Samples - 3. R-Labs - Dataframes and Subsetting.Rmd.Rmd
RMD
4.5 KB
3-Types of Studies
1-Randomized Experiments - Migraine Study Example.en_US.vtt
VTT
9.7 KB
1-Randomized Experiments - Migraine Study Example.mp4
MP4
89.7 MB
1-Section 3 - Types of Studies - 1. Randomized Experiments - Migraine Study Example.pdf.pdf
PDF
368.4 KB
2-Randomized Experiment - Hydroxychloroquine and COVID Study Example.en_US.vtt
VTT
8.5 KB
2-Randomized Experiment - Hydroxychloroquine and COVID Study Example.mp4
MP4
48.4 MB
2-Section 3 - Types of Studies - 2. Randomized Experiment - Hydroxychloroquine Study Example.pdf.pdf
PDF
180.3 KB
3-Observational Studies - Hydroxychloroquine and COVID Study Example.en_US.vtt
VTT
8.3 KB
3-Observational Studies - Hydroxychloroquine and COVID Study Example.mp4
MP4
51.4 MB
3-Section 3 - Types of Studies - 3. Observational Studies - Hydroxychloroquine Study Example.pdf.pdf
PDF
92.4 KB
4-Measuring Uncertainty with Probability
1-Section 4 - Measuring Uncertainty with Probability - 1. What is Probability.pdf.pdf
PDF
117.5 KB
1-What is Probability.en_US.vtt
VTT
11.9 KB
1-What is Probability.mp4
MP4
58.7 MB
2-Conditional Probability - Hospital Example.en_US.vtt
VTT
20.3 KB
2-Conditional Probability - Hospital Example.mp4
MP4
100.7 MB
2-Section 4 - Measuring Uncertainty with Probability - 2. Conditional Probability - Hospital Example.pdf.pdf
PDF
131.2 KB
3-Conditional Probability - Blood Pressure - Cholesterol Example.en_US.vtt
VTT
9.6 KB
3-Conditional Probability - Blood Pressure - Cholesterol Example.mp4
MP4
46.5 MB
3-Section 4 - Measuring Uncertainty with Probability - 3. Conditional Probability - Blood Pressure - Cholesterol Example.pdf.pdf
PDF
81.5 KB
4-Bayes Rule - Medical Testing for Disease Example.en_US.vtt
VTT
8 KB
4-Bayes Rule - Medical Testing for Disease Example.mp4
MP4
34.3 MB
4-Section 4 - Measuring Uncertainty with Probability - 4. Bayes Rule - Testing for Disease Example.pdf.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
VTT
17.3 KB
1-Histograms, Means and Standard Deviations - Climate Change and College Football.mp4
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
PDF
344.4 KB
2-Section 5 - Visualizing and Summarizing Sample Data - 3. The Normal Distribution and Z-Scores.pdf.pdf
PDF
284 KB
2-The Normal Distribution and Z-Scores.en_US.vtt
VTT
9.5 KB
2-The Normal Distribution and Z-Scores.mp4
MP4
41.2 MB
3-Section 5 - Visualizing and Summarizing Sample Data - 4. The Normal Distribution and Z-Scores - Blood Pressure Example.pdf.pdf
PDF
557.6 KB
3-The Normal Distribution and Z-Scores - Blood Pressure Example.en_US.vtt
VTT
18.5 KB
3-The Normal Distribution and Z-Scores - Blood Pressure Example.mp4
MP4
213.4 MB
4-R-Labs - Summary Statistics.en_US.vtt
VTT
9.4 KB
4-R-Labs - Summary Statistics.mp4
MP4
119.5 MB
4-Section 5 - Visualizing and Summarizing Sample Data - 5. R-Labs - Summary Statistics.Rmd.Rmd
RMD
2.1 KB
5-R-Labs - Data Visualizations.en_US.vtt
VTT
11.7 KB
5-R-Labs - Data Visualizations.mp4
MP4
154.9 MB
5-Section 5 - Visualizing and Summarizing Sample Data - 6. R-Labs - Data Visualizations.Rmd.Rmd
RMD
3 KB
6-Visualizing and Summarizing Sample Statistics
1-Sample Proportions - Election Polling and Coin-Toss Example.en_US.vtt
VTT
14.1 KB
1-Sample Proportions - Election Polling and Coin-Toss Example.mp4
MP4
72.8 MB
1-Section 6 - Visualizing and Summarizing Sample Statistics - 1. Sample Proportion - Election Polling and Coin-Toss Example.pdf.pdf
PDF
369.2 KB
2-Sample Means - Height Example.en_US.vtt
VTT
11.5 KB
2-Sample Means - Height Example.mp4
MP4
131.8 MB
2-Section 6 - Visualizing and Summarizing Sample Statistics - 3. Sample Means - Pregnancy Duration Example.pdf.pdf
PDF
219.7 KB
3-Sample Means - Pregnancy Duration Example.en_US.vtt
VTT
11.9 KB
3-Sample Means - Pregnancy Duration Example.mp4
MP4
45.2 MB
3-Section 6 - Visualizing and Summarizing Sample Statistics - 3. Sample Means - Pregnancy Duration Example.pdf.pdf
PDF
219.7 KB
7-Confidence Intervals
1-Confidence Intervals Population Mean - Heart Disease Example.en_US.vtt
VTT
14.9 KB
1-Confidence Intervals Population Mean - Heart Disease Example.mp4
MP4
114.6 MB
1-Section 7 - Confidence Intervals - 1. Population Mean - Heart Disease Example.pdf.pdf
PDF
298.6 KB
2-Population Proportion - National Youth Fitness Survey and Election Polling.en_US.vtt
VTT
13.1 KB
2-Population Proportion - National Youth Fitness Survey and Election Polling.mp4
MP4
58.1 MB
2-Section 7 - Confidence Intervals - 2. Population Proportion - National Youth Fitness Survey and Election Polling Example.pdf.pdf
PDF
252.5 KB
3-Comparing Means - National Youth Fitness Survey Example.en_US.vtt
VTT
11.3 KB
3-Comparing Means - National Youth Fitness Survey Example.mp4
MP4
83.1 MB
3-Section 7 - Confidence Intervals - 3. Comparing Means - National Youth Fitness Survey Example.pdf.pdf
PDF
176.1 KB
8-Hypothesis Testing
1-Population Proportion - Coin-Toss Example.en_US.vtt
VTT
13.1 KB
1-Population Proportion - Coin-Toss Example.mp4
MP4
68.7 MB
1-Section 8 - Hypothesis Testing - 1. Population Proportion - Coin-Toss Example.pdf.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
PDF
153.5 KB
10-Types of Error and Power of the Test - Mask Study and Hydroxychloroquine Example.en_US.vtt
VTT
6.7 KB
10-Types of Error and Power of the Test - Mask Study and Hydroxychloroquine Example.mp4
MP4
86.9 MB
11-R-Labs - Comparing Means.en_US.vtt
VTT
9.5 KB
11-R-Labs - Comparing Means.mp4
MP4
82 MB
11-Section 8 - Hypothesis Testing - 11. R-Labs - Comparing Means.Rmd.Rmd
RMD
1.9 KB
12-R-Labs - Comparing Proportions.en_US.vtt
VTT
7.3 KB
12-R-Labs - Comparing Proportions.mp4
MP4
87.3 MB
12-Section 8 - Hypothesis Testing - 12. R-Labs - Comparing Proportions.Rmd.Rmd
RMD
2 KB
2-Population Mean - Height and Heart Disease Data Examples.en_US.vtt
VTT
14.8 KB
2-Population Mean - Height and Heart Disease Data Examples.mp4
MP4
114.6 MB
2-Section 8 - Hypothesis Testing - 2. Population Mean - Height and Heart Disease Data Examples.pdf.pdf
PDF
183.6 KB
3-One-Sided versus Two-Sided Alternatives - Height and Heart Disease Data Examples.en_US.vtt
VTT
9.2 KB
3-One-Sided versus Two-Sided Alternatives - Height and Heart Disease Data Examples.mp4
MP4
34.2 MB
3-Section 8 - Hypothesis Testing - 3. One-Sided versus Two-Sided Alternatives - Height and Heart Disease Data Examples.pdf.pdf
PDF
200.6 KB
4-Hypothesis Testing What Does the P-value Really Mean.en_US.vtt
VTT
10.3 KB
4-Hypothesis Testing What Does the P-value Really Mean.mp4
MP4
161.5 MB
4-Section 8 - Hypothesis Testing - 4. What Does the P-value Really Mean.pdf.pdf
PDF
196.1 KB
5-Comparing Means - National Youth Fitness Survey Example.en_US.vtt
VTT
10.4 KB
5-Comparing Means - National Youth Fitness Survey Example.mp4
MP4
35.8 MB
5-Section 8 - Hypothesis Testing - 5. Comparing Means - National Youth Fitness Survey Example.pdf.pdf
PDF
237.6 KB
6-Comparing Means - College Football Study Example.en_US.vtt
VTT
5.1 KB
6-Comparing Means - College Football Study Example.mp4
MP4
19.7 MB
6-Section 8 - Hypothesis Testing - 6. Comparing Means - College Football Study Example.pdf.pdf
PDF
96.5 KB
7-Comparing Proportions - Analysis of 2x2 Tables - National Youth Fitness Survey.en_US.vtt
VTT
13.1 KB
7-Comparing Proportions - Analysis of 2x2 Tables - National Youth Fitness Survey.mp4
MP4
46.5 MB
7-Section 8 - Hypothesis Testing - 7. Comparing Proportions - Analysis of 2x2 Tables - National Youth Fitness Survey Data Example.pdf.pdf
PDF
341.1 KB
8-Comparing Proportions - Analysis of 2x2 Tables - The Power-Pose Study Example.en_US.vtt
VTT
3.4 KB
8-Comparing Proportions - Analysis of 2x2 Tables - The Power-Pose Study Example.mp4
MP4
20.4 MB
8-Section 8 - Hypothesis Testing - 8. Comparing Proportions - Analysis of 2x2 Tables - The Power-Pose Study Example.pdf.pdf
PDF
180 KB
9-Linear Regression
1-Correlation - National Youth Fitness Survey Data Example.en_US.vtt
VTT
10.3 KB
1-Correlation - National Youth Fitness Survey Data Example.mp4
MP4
36.8 MB
1-Section 9 - Linear Regression - 1. Correlation - National Youth Fitness Survey Data Example.pdf.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
PDF
331.7 KB
2-The Line of Best Fit - COVID-19 and National Youth Fitness Survey Data Example.en_US.vtt
VTT
9.5 KB
2-The Line of Best Fit - COVID-19 and National Youth Fitness Survey Data Example.mp4
MP4
50.9 MB
3-Section 9 - Linear Regression - 3. Understanding How the Line of Best Fit is Chosen.pdf.pdf
PDF
247 KB
3-Understanding How the Line of Best Fit is Chosen.en_US.vtt
VTT
9.6 KB
3-Understanding How the Line of Best Fit is Chosen.mp4
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
PDF
350.1 KB
4-Statistical Inference for the Line of Best Fit - National Youth Fitness Survey.en_US.vtt
VTT
11.2 KB
4-Statistical Inference for the Line of Best Fit - National Youth Fitness Survey.mp4
MP4
53.6 MB
5-Multiple Linear Regression - National Youth Fitness Survey Data Example.en_US.vtt
VTT
9.6 KB
5-Multiple Linear Regression - National Youth Fitness Survey Data Example.mp4
MP4
47.3 MB
5-Section 9 - Linear Regression - 5. Multiple Linear Regression - National Youth Fitness Survey Data Example.pdf.pdf
PDF
407.1 KB
6-R-Labs - Simple Linear Regression.en_US.vtt
VTT
10.1 KB
6-R-Labs - Simple Linear Regression.mp4
MP4
41.1 MB
6-Section 9 - Linear Regression - 6. R-Labs - Simple Linear Regression.Rmd.Rmd
RMD
1.8 KB
9-Section 8 - Hypothesis Testing - 9. Types of Error and Power of the Test.pdf.pdf
PDF
340.7 KB
9-Types of Error and Power of the Test.en_US.vtt
VTT
21.8 KB
9-Types of Error and Power of the Test.mp4
MP4
81.6 MB
2-Section 10 - Integrity in Research - 2. The Vioxx Study - Oxycontin and The Opioid Epidemic.pdf.pdf
PDF
354.8 KB
2-The Vioxx Study - Oxycontin and The Opioid Epidemic.en_US.vtt
VTT
11.3 KB
2-The Vioxx Study - Oxycontin and The Opioid Epidemic.mp4
MP4
168.5 MB

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