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[ WebToolTip.com ] Udemy - Statistical Thinking for Data Analysis

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3.5 GB
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1
Files
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Description

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

File list
  • [ WebToolTip.com ] Udemy - Statistical Thinking for Data Analysis
  • ~Get Your Files Here !/1-Overview of Course Content/1-Section 1 Preview.en_US.vtt 2.9 KB
  • ~Get Your Files Here !/1-Overview of Course Content/1-Section 1 Preview.mp4 23.5 MB
  • ~Get Your Files Here !/10-Integrity in Research/1-Section 10 - Integrity in Research - 1. The Extra Sensory Perception and Power-Pose Studies.pdf.pdf 323.2 KB
  • ~Get Your Files Here !/10-Integrity in Research/1-The Extra Sensory Perception and Power-Pose Studies.en_US.vtt 10.5 KB
  • ~Get Your Files Here !/10-Integrity in Research/1-The Extra Sensory Perception and Power-Pose Studies.mp4 140.6 MB
  • ~Get Your Files Here !/10-Integrity in Research/2-Section 10 - Integrity in Research - 2. The Vioxx Study - Oxycontin and The Opioid Epidemic.pdf.pdf 354.8 KB
  • ~Get Your Files Here !/10-Integrity in Research/2-The Vioxx Study - Oxycontin and The Opioid Epidemic.en_US.vtt 11.3 KB
  • ~Get Your Files Here !/10-Integrity in Research/2-The Vioxx Study - Oxycontin and The Opioid Epidemic.mp4 168.5 MB
  • ~Get Your Files Here !/2-Populations and Samples/1-Data, Types of Variables, Datasets.en_US.vtt 9.9 KB
  • ~Get Your Files Here !/2-Populations and Samples/1-Data, Types of Variables, Datasets.mp4 43.1 MB
  • ~Get Your Files Here !/2-Populations and Samples/1-Section 2 - Populations and Samples - 1. Data, Types of Variables, Datasets.pdf.pdf 256.8 KB
  • ~Get Your Files Here !/2-Populations and Samples/2-Examples - The MMR Vaccine – Autism Link, COVID Testing in NYC Population.en_US.vtt 8.4 KB
  • ~Get Your Files Here !/2-Populations and Samples/2-Examples - The MMR Vaccine – Autism Link, COVID Testing in NYC Population.mp4 47.9 MB
  • ~Get Your Files Here !/2-Populations and Samples/2-Section 2 - Populations and Samples - 2. Examples - The MMR Vaccine – Autism Link, COVID Testing in NYC Population.pdf.pdf 255.9 KB
  • ~Get Your Files Here !/2-Populations and Samples/3-R-Labs - Dataframes and Subsetting.en_US.vtt 18.9 KB
  • ~Get Your Files Here !/2-Populations and Samples/3-R-Labs - Dataframes and Subsetting.mp4 396.6 MB
  • ~Get Your Files Here !/2-Populations and Samples/3-Section 2 - Populations and Samples - 3. R-Labs - Dataframes and Subsetting.Rmd.Rmd 4.5 KB
  • ~Get Your Files Here !/3-Types of Studies/1-Randomized Experiments - Migraine Study Example.en_US.vtt 9.7 KB
  • ~Get Your Files Here !/3-Types of Studies/1-Randomized Experiments - Migraine Study Example.mp4 89.7 MB
  • ~Get Your Files Here !/3-Types of Studies/1-Section 3 - Types of Studies - 1. Randomized Experiments - Migraine Study Example.pdf.pdf 368.4 KB
  • ~Get Your Files Here !/3-Types of Studies/2-Randomized Experiment - Hydroxychloroquine and COVID Study Example.en_US.vtt 8.5 KB
  • ~Get Your Files Here !/3-Types of Studies/2-Randomized Experiment - Hydroxychloroquine and COVID Study Example.mp4 48.4 MB
  • ~Get Your Files Here !/3-Types of Studies/2-Section 3 - Types of Studies - 2. Randomized Experiment - Hydroxychloroquine Study Example.pdf.pdf 180.3 KB
  • ~Get Your Files Here !/3-Types of Studies/3-Observational Studies - Hydroxychloroquine and COVID Study Example.en_US.vtt 8.3 KB
  • ~Get Your Files Here !/3-Types of Studies/3-Observational Studies - Hydroxychloroquine and COVID Study Example.mp4 51.4 MB
  • ~Get Your Files Here !/3-Types of Studies/3-Section 3 - Types of Studies - 3. Observational Studies - Hydroxychloroquine Study Example.pdf.pdf 92.4 KB
  • ~Get Your Files Here !/4-Measuring Uncertainty with Probability/1-Section 4 - Measuring Uncertainty with Probability - 1. What is Probability.pdf.pdf 117.5 KB
  • ~Get Your Files Here !/4-Measuring Uncertainty with Probability/1-What is Probability.en_US.vtt 11.9 KB
  • ~Get Your Files Here !/4-Measuring Uncertainty with Probability/1-What is Probability.mp4 58.7 MB
  • ~Get Your Files Here !/4-Measuring Uncertainty with Probability/2-Conditional Probability - Hospital Example.en_US.vtt 20.3 KB
  • ~Get Your Files Here !/4-Measuring Uncertainty with Probability/2-Conditional Probability - Hospital Example.mp4 100.7 MB
  • ~Get Your Files Here !/4-Measuring Uncertainty with Probability/2-Section 4 - Measuring Uncertainty with Probability - 2. Conditional Probability - Hospital Example.pdf.pdf 131.2 KB
  • ~Get Your Files Here !/4-Measuring Uncertainty with Probability/3-Conditional Probability - Blood Pressure - Cholesterol Example.en_US.vtt 9.6 KB
  • ~Get Your Files Here !/4-Measuring Uncertainty with Probability/3-Conditional Probability - Blood Pressure - Cholesterol Example.mp4 46.5 MB
  • ~Get Your Files Here !/4-Measuring Uncertainty with Probability/3-Section 4 - Measuring Uncertainty with Probability - 3. Conditional Probability - Blood Pressure - Cholesterol Example.pdf.pdf 81.5 KB
  • ~Get Your Files Here !/4-Measuring Uncertainty with Probability/4-Bayes Rule - Medical Testing for Disease Example.en_US.vtt 8 KB
  • ~Get Your Files Here !/4-Measuring Uncertainty with Probability/4-Bayes Rule - Medical Testing for Disease Example.mp4 34.3 MB
  • ~Get Your Files Here !/4-Measuring Uncertainty with Probability/4-Section 4 - Measuring Uncertainty with Probability - 4. Bayes Rule - Testing for Disease Example.pdf.pdf 141.5 KB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/1-Histograms, Means and Standard Deviations - Climate Change and College Football.en_US.vtt 17.3 KB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/1-Histograms, Means and Standard Deviations - Climate Change and College Football.mp4 166.5 MB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/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
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/2-Section 5 - Visualizing and Summarizing Sample Data - 3. The Normal Distribution and Z-Scores.pdf.pdf 284 KB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/2-The Normal Distribution and Z-Scores.en_US.vtt 9.5 KB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/2-The Normal Distribution and Z-Scores.mp4 41.2 MB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/3-Section 5 - Visualizing and Summarizing Sample Data - 4. The Normal Distribution and Z-Scores - Blood Pressure Example.pdf.pdf 557.6 KB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/3-The Normal Distribution and Z-Scores - Blood Pressure Example.en_US.vtt 18.5 KB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/3-The Normal Distribution and Z-Scores - Blood Pressure Example.mp4 213.4 MB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/4-R-Labs - Summary Statistics.en_US.vtt 9.4 KB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/4-R-Labs - Summary Statistics.mp4 119.5 MB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/4-Section 5 - Visualizing and Summarizing Sample Data - 5. R-Labs - Summary Statistics.Rmd.Rmd 2.1 KB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/5-R-Labs - Data Visualizations.en_US.vtt 11.7 KB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/5-R-Labs - Data Visualizations.mp4 154.9 MB
  • ~Get Your Files Here !/5-Visualizing and Summarizing Sample Data/5-Section 5 - Visualizing and Summarizing Sample Data - 6. R-Labs - Data Visualizations.Rmd.Rmd 3 KB
  • ~Get Your Files Here !/6-Visualizing and Summarizing Sample Statistics/1-Sample Proportions - Election Polling and Coin-Toss Example.en_US.vtt 14.1 KB
  • ~Get Your Files Here !/6-Visualizing and Summarizing Sample Statistics/1-Sample Proportions - Election Polling and Coin-Toss Example.mp4 72.8 MB
  • ~Get Your Files Here !/6-Visualizing and Summarizing Sample Statistics/1-Section 6 - Visualizing and Summarizing Sample Statistics - 1. Sample Proportion - Election Polling and Coin-Toss Example.pdf.pdf 369.2 KB
  • ~Get Your Files Here !/6-Visualizing and Summarizing Sample Statistics/2-Sample Means - Height Example.en_US.vtt 11.5 KB
  • ~Get Your Files Here !/6-Visualizing and Summarizing Sample Statistics/2-Sample Means - Height Example.mp4 131.8 MB
  • ~Get Your Files Here !/6-Visualizing and Summarizing Sample Statistics/2-Section 6 - Visualizing and Summarizing Sample Statistics - 3. Sample Means - Pregnancy Duration Example.pdf.pdf 219.7 KB
  • ~Get Your Files Here !/6-Visualizing and Summarizing Sample Statistics/3-Sample Means - Pregnancy Duration Example.en_US.vtt 11.9 KB
  • ~Get Your Files Here !/6-Visualizing and Summarizing Sample Statistics/3-Sample Means - Pregnancy Duration Example.mp4 45.2 MB
  • ~Get Your Files Here !/6-Visualizing and Summarizing Sample Statistics/3-Section 6 - Visualizing and Summarizing Sample Statistics - 3. Sample Means - Pregnancy Duration Example.pdf.pdf 219.7 KB
  • ~Get Your Files Here !/7-Confidence Intervals/1-Confidence Intervals Population Mean - Heart Disease Example.en_US.vtt 14.9 KB
  • ~Get Your Files Here !/7-Confidence Intervals/1-Confidence Intervals Population Mean - Heart Disease Example.mp4 114.6 MB
  • ~Get Your Files Here !/7-Confidence Intervals/1-Section 7 - Confidence Intervals - 1. Population Mean - Heart Disease Example.pdf.pdf 298.6 KB
  • ~Get Your Files Here !/7-Confidence Intervals/2-Population Proportion - National Youth Fitness Survey and Election Polling.en_US.vtt 13.1 KB
  • ~Get Your Files Here !/7-Confidence Intervals/2-Population Proportion - National Youth Fitness Survey and Election Polling.mp4 58.1 MB
  • ~Get Your Files Here !/7-Confidence Intervals/2-Section 7 - Confidence Intervals - 2. Population Proportion - National Youth Fitness Survey and Election Polling Example.pdf.pdf 252.5 KB
  • ~Get Your Files Here !/7-Confidence Intervals/3-Comparing Means - National Youth Fitness Survey Example.en_US.vtt 11.3 KB
  • ~Get Your Files Here !/7-Confidence Intervals/3-Comparing Means - National Youth Fitness Survey Example.mp4 83.1 MB
  • ~Get Your Files Here !/7-Confidence Intervals/3-Section 7 - Confidence Intervals - 3. Comparing Means - National Youth Fitness Survey Example.pdf.pdf 176.1 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/1-Population Proportion - Coin-Toss Example.en_US.vtt 13.1 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/1-Population Proportion - Coin-Toss Example.mp4 68.7 MB
  • ~Get Your Files Here !/8-Hypothesis Testing/1-Section 8 - Hypothesis Testing - 1. Population Proportion - Coin-Toss Example.pdf.pdf 128 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/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
  • ~Get Your Files Here !/8-Hypothesis Testing/10-Types of Error and Power of the Test - Mask Study and Hydroxychloroquine Example.en_US.vtt 6.7 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/10-Types of Error and Power of the Test - Mask Study and Hydroxychloroquine Example.mp4 86.9 MB
  • ~Get Your Files Here !/8-Hypothesis Testing/11-R-Labs - Comparing Means.en_US.vtt 9.5 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/11-R-Labs - Comparing Means.mp4 82 MB
  • ~Get Your Files Here !/8-Hypothesis Testing/11-Section 8 - Hypothesis Testing - 11. R-Labs - Comparing Means.Rmd.Rmd 1.9 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/12-R-Labs - Comparing Proportions.en_US.vtt 7.3 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/12-R-Labs - Comparing Proportions.mp4 87.3 MB
  • ~Get Your Files Here !/8-Hypothesis Testing/12-Section 8 - Hypothesis Testing - 12. R-Labs - Comparing Proportions.Rmd.Rmd 2 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/2-Population Mean - Height and Heart Disease Data Examples.en_US.vtt 14.8 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/2-Population Mean - Height and Heart Disease Data Examples.mp4 114.6 MB
  • ~Get Your Files Here !/8-Hypothesis Testing/2-Section 8 - Hypothesis Testing - 2. Population Mean - Height and Heart Disease Data Examples.pdf.pdf 183.6 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/3-One-Sided versus Two-Sided Alternatives - Height and Heart Disease Data Examples.en_US.vtt 9.2 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/3-One-Sided versus Two-Sided Alternatives - Height and Heart Disease Data Examples.mp4 34.2 MB
  • ~Get Your Files Here !/8-Hypothesis Testing/3-Section 8 - Hypothesis Testing - 3. One-Sided versus Two-Sided Alternatives - Height and Heart Disease Data Examples.pdf.pdf 200.6 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/4-Hypothesis Testing What Does the P-value Really Mean.en_US.vtt 10.3 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/4-Hypothesis Testing What Does the P-value Really Mean.mp4 161.5 MB
  • ~Get Your Files Here !/8-Hypothesis Testing/4-Section 8 - Hypothesis Testing - 4. What Does the P-value Really Mean.pdf.pdf 196.1 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/5-Comparing Means - National Youth Fitness Survey Example.en_US.vtt 10.4 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/5-Comparing Means - National Youth Fitness Survey Example.mp4 35.8 MB
  • ~Get Your Files Here !/8-Hypothesis Testing/5-Section 8 - Hypothesis Testing - 5. Comparing Means - National Youth Fitness Survey Example.pdf.pdf 237.6 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/6-Comparing Means - College Football Study Example.en_US.vtt 5.1 KB
  • ~Get Your Files Here !/8-Hypothesis Testing/6-Comparing Means - College Football Study Example.mp4 19.7 MB

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