Udemy Statistical Thinking for Data Analysis

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Files
  1. Get Bonus Downloads Here.url180 bytes
  2. 1-Preview of First Chapter of my Textbook.url108 bytes
  3. 1-Section 1 Preview.en_US.vtt2.9 KB
  4. 1-Section 1 Preview.mp423.5 MB
  5. 1-Section 10 - Integrity in Research - 1. The Extra Sensory Perception and Power-Pose Studies.pdf.pdf323.2 KB
  6. 1-The Extra Sensory Perception and Power-Pose Studies.en_US.vtt10.5 KB
  7. 1-The Extra Sensory Perception and Power-Pose Studies.mp4140.6 MB
  8. 2-Section 10 - Integrity in Research - 2. The Vioxx Study - Oxycontin and The Opioid Epidemic.pdf.pdf354.8 KB
  9. 2-The Vioxx Study - Oxycontin and The Opioid Epidemic.en_US.vtt11.3 KB
  10. 2-The Vioxx Study - Oxycontin and The Opioid Epidemic.mp4168.5 MB
  11. 1-Data, Types of Variables, Datasets.en_US.vtt9.9 KB
  12. 1-Data, Types of Variables, Datasets.mp443.1 MB
  13. 1-Section 2 - Populations and Samples - 1. Data, Types of Variables, Datasets.pdf.pdf256.8 KB
  14. 2-Examples - The MMR Vaccine – Autism Link, COVID Testing in NYC Population.en_US.vtt8.4 KB
  15. 2-Examples - The MMR Vaccine – Autism Link, COVID Testing in NYC Population.mp447.9 MB
  16. 2-Section 2 - Populations and Samples - 2. Examples - The MMR Vaccine – Autism Link, COVID Testing in NYC Population.pdf.pdf255.9 KB
  17. 3-R-Labs - Dataframes and Subsetting.en_US.vtt18.9 KB
  18. 3-R-Labs - Dataframes and Subsetting.mp4396.6 MB
  19. 3-Section 2 - Populations and Samples - 3. R-Labs - Dataframes and Subsetting.Rmd.Rmd4.5 KB
  20. 1-Randomized Experiments - Migraine Study Example.en_US.vtt9.7 KB
  21. 1-Randomized Experiments - Migraine Study Example.mp489.7 MB
  22. 1-Section 3 - Types of Studies - 1. Randomized Experiments - Migraine Study Example.pdf.pdf368.4 KB
  23. 2-Randomized Experiment - Hydroxychloroquine and COVID Study Example.en_US.vtt8.5 KB
  24. 2-Randomized Experiment - Hydroxychloroquine and COVID Study Example.mp448.4 MB
  25. 2-Section 3 - Types of Studies - 2. Randomized Experiment - Hydroxychloroquine Study Example.pdf.pdf180.3 KB
  26. 3-Observational Studies - Hydroxychloroquine and COVID Study Example.en_US.vtt8.3 KB
  27. 3-Observational Studies - Hydroxychloroquine and COVID Study Example.mp451.4 MB
  28. 3-Section 3 - Types of Studies - 3. Observational Studies - Hydroxychloroquine Study Example.pdf.pdf92.4 KB
  29. 1-Section 4 - Measuring Uncertainty with Probability - 1. What is Probability.pdf.pdf117.5 KB
  30. 1-What is Probability.en_US.vtt11.9 KB
  31. 1-What is Probability.mp458.7 MB
  32. 2-Conditional Probability - Hospital Example.en_US.vtt20.3 KB
  33. 2-Conditional Probability - Hospital Example.mp4100.7 MB
  34. 2-Section 4 - Measuring Uncertainty with Probability - 2. Conditional Probability - Hospital Example.pdf.pdf131.2 KB
  35. 3-Conditional Probability - Blood Pressure - Cholesterol Example.en_US.vtt9.6 KB
  36. 3-Conditional Probability - Blood Pressure - Cholesterol Example.mp446.5 MB
  37. 3-Section 4 - Measuring Uncertainty with Probability - 3. Conditional Probability - Blood Pressure - Cholesterol Example.pdf.pdf81.5 KB
  38. 4-Bayes Rule - Medical Testing for Disease Example.en_US.vtt8.0 KB
  39. 4-Bayes Rule - Medical Testing for Disease Example.mp434.3 MB
  40. 4-Section 4 - Measuring Uncertainty with Probability - 4. Bayes Rule - Testing for Disease Example.pdf.pdf141.5 KB
  41. 1-Histograms, Means and Standard Deviations - Climate Change and College Football.en_US.vtt17.3 KB
  42. 1-Histograms, Means and Standard Deviations - Climate Change and College Football.mp4166.5 MB
  43. 1-Section 5 - Visualizing and Summarizing Sample Data - 1. Histograms, Means and Standard Deviations - Climate Change and College Football Examples.pdf.pdf344.4 KB
  44. 2-Section 5 - Visualizing and Summarizing Sample Data - 3. The Normal Distribution and Z-Scores.pdf.pdf284.0 KB
  45. 2-The Normal Distribution and Z-Scores.en_US.vtt9.5 KB
  46. 2-The Normal Distribution and Z-Scores.mp441.2 MB
  47. 3-Section 5 - Visualizing and Summarizing Sample Data - 4. The Normal Distribution and Z-Scores - Blood Pressure Example.pdf.pdf557.6 KB
  48. 3-The Normal Distribution and Z-Scores - Blood Pressure Example.en_US.vtt18.5 KB
  49. 3-The Normal Distribution and Z-Scores - Blood Pressure Example.mp4213.4 MB
  50. 4-R-Labs - Summary Statistics.en_US.vtt9.4 KB
  51. 4-R-Labs - Summary Statistics.mp4119.5 MB
  52. 4-Section 5 - Visualizing and Summarizing Sample Data - 5. R-Labs - Summary Statistics.Rmd.Rmd2.1 KB
  53. 5-R-Labs - Data Visualizations.en_US.vtt11.7 KB
  54. 5-R-Labs - Data Visualizations.mp4154.9 MB
  55. 5-Section 5 - Visualizing and Summarizing Sample Data - 6. R-Labs - Data Visualizations.Rmd.Rmd3.0 KB
  56. 1-Sample Proportions - Election Polling and Coin-Toss Example.en_US.vtt14.1 KB
  57. 1-Sample Proportions - Election Polling and Coin-Toss Example.mp472.8 MB
  58. 1-Section 6 - Visualizing and Summarizing Sample Statistics - 1. Sample Proportion - Election Polling and Coin-Toss Example.pdf.pdf369.2 KB
  59. 2-Sample Means - Height Example.en_US.vtt11.5 KB
  60. 2-Sample Means - Height Example.mp4131.8 MB
  61. 2-Section 6 - Visualizing and Summarizing Sample Statistics - 3. Sample Means - Pregnancy Duration Example.pdf.pdf219.7 KB
  62. 3-Sample Means - Pregnancy Duration Example.en_US.vtt11.9 KB
  63. 3-Sample Means - Pregnancy Duration Example.mp445.2 MB
  64. 3-Section 6 - Visualizing and Summarizing Sample Statistics - 3. Sample Means - Pregnancy Duration Example.pdf.pdf219.7 KB
  65. 1-Confidence Intervals Population Mean - Heart Disease Example.en_US.vtt14.9 KB
  66. 1-Confidence Intervals Population Mean - Heart Disease Example.mp4114.6 MB
  67. 1-Section 7 - Confidence Intervals - 1. Population Mean - Heart Disease Example.pdf.pdf298.6 KB
  68. 2-Population Proportion - National Youth Fitness Survey and Election Polling.en_US.vtt13.1 KB
  69. 2-Population Proportion - National Youth Fitness Survey and Election Polling.mp458.1 MB
  70. 2-Section 7 - Confidence Intervals - 2. Population Proportion - National Youth Fitness Survey and Election Polling Example.pdf.pdf252.5 KB
  71. 3-Comparing Means - National Youth Fitness Survey Example.en_US.vtt11.3 KB
  72. 3-Comparing Means - National Youth Fitness Survey Example.mp483.1 MB
  73. 3-Section 7 - Confidence Intervals - 3. Comparing Means - National Youth Fitness Survey Example.pdf.pdf176.1 KB
  74. 1-Population Proportion - Coin-Toss Example.en_US.vtt13.1 KB
  75. 1-Population Proportion - Coin-Toss Example.mp468.7 MB
  76. 1-Section 8 - Hypothesis Testing - 1. Population Proportion - Coin-Toss Example.pdf.pdf128.0 KB
  77. 10-Section 8 - Hypothesis Testing - 10. Types of Error and Power of the Test - Mask Study and Hydroxychloroquine Study Examples.pdf.pdf153.5 KB
  78. 10-Types of Error and Power of the Test - Mask Study and Hydroxychloroquine Example.en_US.vtt6.7 KB
  79. 10-Types of Error and Power of the Test - Mask Study and Hydroxychloroquine Example.mp486.9 MB
  80. 11-R-Labs - Comparing Means.en_US.vtt9.5 KB
  81. 11-R-Labs - Comparing Means.mp482.0 MB
  82. 11-Section 8 - Hypothesis Testing - 11. R-Labs - Comparing Means.Rmd.Rmd1.9 KB
  83. 12-R-Labs - Comparing Proportions.en_US.vtt7.3 KB
  84. 12-R-Labs - Comparing Proportions.mp487.3 MB
  85. 12-Section 8 - Hypothesis Testing - 12. R-Labs - Comparing Proportions.Rmd.Rmd2.0 KB
  86. 2-Population Mean - Height and Heart Disease Data Examples.en_US.vtt14.8 KB
  87. 2-Population Mean - Height and Heart Disease Data Examples.mp4114.6 MB
  88. 2-Section 8 - Hypothesis Testing - 2. Population Mean - Height and Heart Disease Data Examples.pdf.pdf183.6 KB
  89. 3-One-Sided versus Two-Sided Alternatives - Height and Heart Disease Data Examples.en_US.vtt9.2 KB
  90. 3-One-Sided versus Two-Sided Alternatives - Height and Heart Disease Data Examples.mp434.2 MB
  91. 3-Section 8 - Hypothesis Testing - 3. One-Sided versus Two-Sided Alternatives - Height and Heart Disease Data Examples.pdf.pdf200.6 KB
  92. 4-Hypothesis Testing What Does the P-value Really Mean.en_US.vtt10.3 KB
  93. 4-Hypothesis Testing What Does the P-value Really Mean.mp4161.5 MB
  94. 4-Section 8 - Hypothesis Testing - 4. What Does the P-value Really Mean.pdf.pdf196.1 KB
  95. 5-Comparing Means - National Youth Fitness Survey Example.en_US.vtt10.4 KB
  96. 5-Comparing Means - National Youth Fitness Survey Example.mp435.8 MB
  97. 5-Section 8 - Hypothesis Testing - 5. Comparing Means - National Youth Fitness Survey Example.pdf.pdf237.6 KB
  98. 6-Comparing Means - College Football Study Example.en_US.vtt5.1 KB
  99. 6-Comparing Means - College Football Study Example.mp419.7 MB
  100. 6-Section 8 - Hypothesis Testing - 6. Comparing Means - College Football Study Example.pdf.pdf96.5 KB
  101. 7-Comparing Proportions - Analysis of 2x2 Tables - National Youth Fitness Survey.en_US.vtt13.1 KB
  102. 7-Comparing Proportions - Analysis of 2x2 Tables - National Youth Fitness Survey.mp446.5 MB
  103. 7-Section 8 - Hypothesis Testing - 7. Comparing Proportions - Analysis of 2x2 Tables - National Youth Fitness Survey Data Example.pdf.pdf341.1 KB
  104. 8-Comparing Proportions - Analysis of 2x2 Tables - The Power-Pose Study Example.en_US.vtt3.4 KB
  105. 8-Comparing Proportions - Analysis of 2x2 Tables - The Power-Pose Study Example.mp420.4 MB
  106. 8-Section 8 - Hypothesis Testing - 8. Comparing Proportions - Analysis of 2x2 Tables - The Power-Pose Study Example.pdf.pdf180.0 KB
  107. 9-Section 8 - Hypothesis Testing - 9. Types of Error and Power of the Test.pdf.pdf340.7 KB
  108. 9-Types of Error and Power of the Test.en_US.vtt21.8 KB
  109. 9-Types of Error and Power of the Test.mp481.6 MB
  110. 1-Correlation - National Youth Fitness Survey Data Example.en_US.vtt10.3 KB
  111. 1-Correlation - National Youth Fitness Survey Data Example.mp436.8 MB
  112. 1-Section 9 - Linear Regression - 1. Correlation - National Youth Fitness Survey Data Example.pdf.pdf439.3 KB
  113. 2-Section 9 - Linear Regression - 2. The Line of Best Fit - COVID-19 and National Youth Fitness Survey Data Example.pdf.pdf331.7 KB
  114. 2-The Line of Best Fit - COVID-19 and National Youth Fitness Survey Data Example.en_US.vtt9.5 KB
  115. 2-The Line of Best Fit - COVID-19 and National Youth Fitness Survey Data Example.mp450.9 MB
  116. 3-Section 9 - Linear Regression - 3. Understanding How the Line of Best Fit is Chosen.pdf.pdf247.0 KB
  117. 3-Understanding How the Line of Best Fit is Chosen.en_US.vtt9.6 KB
  118. 3-Understanding How the Line of Best Fit is Chosen.mp436.2 MB
  119. 4-Section 9 - Linear Regression - 4. Statistical Inference for the Slope of the Line of Best Fit - National Youth Fitness Survey Data Example.pdf.pdf350.1 KB
  120. 4-Statistical Inference for the Line of Best Fit - National Youth Fitness Survey.en_US.vtt11.2 KB
  121. 4-Statistical Inference for the Line of Best Fit - National Youth Fitness Survey.mp453.6 MB
  122. 5-Multiple Linear Regression - National Youth Fitness Survey Data Example.en_US.vtt9.6 KB
  123. 5-Multiple Linear Regression - National Youth Fitness Survey Data Example.mp447.3 MB
  124. 5-Section 9 - Linear Regression - 5. Multiple Linear Regression - National Youth Fitness Survey Data Example.pdf.pdf407.1 KB
  125. 6-R-Labs - Simple Linear Regression.en_US.vtt10.1 KB
  126. 6-R-Labs - Simple Linear Regression.mp441.1 MB
  127. 6-Section 9 - Linear Regression - 6. R-Labs - Simple Linear Regression.Rmd.Rmd1.8 KB
  128. Bonus Resources.txt70 bytes

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