Coursera Biostatistics in Public Health Specialization XiP

1. hypothesis-testing-public-health/01_sampling-distributions-and-standard-errors/01_sampling-distributions-and-standard-errors/01_introduction.mp46.75MB
2. hypothesis-testing-public-health/01_sampling-distributions-and-standard-errors/01_sampling-distributions-and-standard-errors/02_sampling-distribution-definition.mp49.84MB
3. hypothesis-testing-public-health/01_sampling-distributions-and-standard-errors/01_sampling-distributions-and-standard-errors/03_examples-sampling-distribution-for-a-single-mean.mp420.12MB
4. hypothesis-testing-public-health/01_sampling-distributions-and-standard-errors/01_sampling-distributions-and-standard-errors/04_examples-sampling-distribution-for-a-single-proportion-incidence-rate.mp420.17MB
5. hypothesis-testing-public-health/01_sampling-distributions-and-standard-errors/01_sampling-distributions-and-standard-errors/05_estimating-sampling-distribution-characteristics-from-single-samples-of-data.mp427.34MB
6. hypothesis-testing-public-health/01_sampling-distributions-and-standard-errors/01_sampling-distributions-and-standard-errors/06_additional-examples.mp49.42MB
7. hypothesis-testing-public-health/02_confidence-intervals-for-single-population-parameters/01_confidence-intervals-for-single-population-parameters/01_introduction.mp47.25MB
8. hypothesis-testing-public-health/02_confidence-intervals-for-single-population-parameters/01_confidence-intervals-for-single-population-parameters/02_confidence-intervals-for-single-population-parameters.mp416.08MB
9. hypothesis-testing-public-health/02_confidence-intervals-for-single-population-parameters/01_confidence-intervals-for-single-population-parameters/03_confidence-intervals-for-population-proportions-and-incidence-rates.mp415.94MB
10. hypothesis-testing-public-health/02_confidence-intervals-for-single-population-parameters/01_confidence-intervals-for-single-population-parameters/04_so-what-is-a-confidence-interval-and-how-should-it-be-interpreted.mp418.79MB
11. hypothesis-testing-public-health/02_confidence-intervals-for-single-population-parameters/01_confidence-intervals-for-single-population-parameters/05_a-note-on-confidence-intervals-for-population-quantities-based-on-small-samples.mp420.05MB
12. hypothesis-testing-public-health/02_confidence-intervals-for-single-population-parameters/01_confidence-intervals-for-single-population-parameters/06_additional-examples.mp411.36MB
13. hypothesis-testing-public-health/03_confidence-intervals-for-population-comparison-measures/01_confidence-intervals-for-population-comparison-measures/01_introduction.mp45.9MB
14. hypothesis-testing-public-health/03_confidence-intervals-for-population-comparison-measures/01_confidence-intervals-for-population-comparison-measures/02_confidence-intervals-for-population-comparison-measures.mp417.31MB
15. hypothesis-testing-public-health/03_confidence-intervals-for-population-comparison-measures/01_confidence-intervals-for-population-comparison-measures/03_confidence-intervals-for-comparing-means-of-continuous-outcomes-between-two.mp435.85MB
16. hypothesis-testing-public-health/03_confidence-intervals-for-population-comparison-measures/01_confidence-intervals-for-population-comparison-measures/04_confidence-intervals-for-binary-comparisons-part-1-difference-in-proportions.mp415.26MB
17. hypothesis-testing-public-health/03_confidence-intervals-for-population-comparison-measures/01_confidence-intervals-for-population-comparison-measures/05_confidence-intervals-for-binary-comparisons-part-2-ratio-of-proportions-and-odds.mp431.23MB
18. hypothesis-testing-public-health/03_confidence-intervals-for-population-comparison-measures/01_confidence-intervals-for-population-comparison-measures/06_confidence-intervals-for-incidence-rate-ratios.mp412.93MB
19. hypothesis-testing-public-health/03_confidence-intervals-for-population-comparison-measures/01_confidence-intervals-for-population-comparison-measures/07_a-brief-note-about-ratios-again.mp413.76MB
20. hypothesis-testing-public-health/03_confidence-intervals-for-population-comparison-measures/01_confidence-intervals-for-population-comparison-measures/08_additional-examples.mp421.73MB
21. hypothesis-testing-public-health/04_two-group-hypothesis-testing-the-general-concept-and-comparing-means/01_two-group-hypothesis-testing-the-general-concept-and-comparing-means/01_introduction.mp45.48MB
22. hypothesis-testing-public-health/04_two-group-hypothesis-testing-the-general-concept-and-comparing-means/01_two-group-hypothesis-testing-the-general-concept-and-comparing-means/02_hypothesis-testing-the-general-concept-and-for-comparing-means-between-two.mp418.38MB
23. hypothesis-testing-public-health/04_two-group-hypothesis-testing-the-general-concept-and-comparing-means/01_two-group-hypothesis-testing-the-general-concept-and-comparing-means/03_hypothesis-testing-comparing-means-between-two-populations-the-paired-approach.mp428.3MB
24. hypothesis-testing-public-health/04_two-group-hypothesis-testing-the-general-concept-and-comparing-means/01_two-group-hypothesis-testing-the-general-concept-and-comparing-means/04_hypothesis-testing-comparing-means-between-two-populations-the-unpaired-approach.mp422.21MB
25. hypothesis-testing-public-health/04_two-group-hypothesis-testing-the-general-concept-and-comparing-means/01_two-group-hypothesis-testing-the-general-concept-and-comparing-means/05_debriefing-on-the-p-value-part-1.mp426.07MB
26. hypothesis-testing-public-health/04_two-group-hypothesis-testing-the-general-concept-and-comparing-means/01_two-group-hypothesis-testing-the-general-concept-and-comparing-means/06_additional-examples.mp415.25MB
27. hypothesis-testing-public-health/05_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/01_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/01_introduction.mp44.24MB
28. hypothesis-testing-public-health/05_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/01_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/02_hypothesis-testing-comparing-proportions-between-two-populations-the-z-test.mp416.46MB
29. hypothesis-testing-public-health/05_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/01_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/03_hypothesis-testing-comparing-proportions-between-two-populations-chi-square-and.mp429.23MB
30. hypothesis-testing-public-health/05_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/01_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/04_hypothesis-tests-for-comparing-incidence-rates-between-two-populations.mp425.94MB
31. hypothesis-testing-public-health/05_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/01_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/05_debriefing-on-the-p-value-and-hypothesis-testing-part-2.mp410.85MB
32. hypothesis-testing-public-health/05_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/01_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/06_additional-examples.mp411.05MB
33. hypothesis-testing-public-health/05_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/02_extending-hypothesis-testing-for-comparing-more-than-two-groups-in-one-test/01_introduction.mp46.92MB
34. hypothesis-testing-public-health/05_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/02_extending-hypothesis-testing-for-comparing-more-than-two-groups-in-one-test/02_hypothesis-testing-comparing-means-between-more-than-two-populations-analysis-of.mp423.12MB
35. hypothesis-testing-public-health/05_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/02_extending-hypothesis-testing-for-comparing-more-than-two-groups-in-one-test/03_hypothesis-testing-comparing-proportions-between-more-than-two-populations-chi.mp417.51MB
36. hypothesis-testing-public-health/05_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/02_extending-hypothesis-testing-for-comparing-more-than-two-groups-in-one-test/04_hypothesis-testing-comparing-survival-curves-between-more-than-two-populations.mp410.16MB
37. hypothesis-testing-public-health/05_hypothesis-testing-comparing-proportions-and-incidence-rates-between-two/02_extending-hypothesis-testing-for-comparing-more-than-two-groups-in-one-test/05_several-issues-to-consider.mp422.97MB
38. multiple-regression-analysis-public-health/01_an-overview-of-multiple-regression-for-estimation-adjustment-and-basic/01_multiple-regression/01_multiple-regression-an-overview.mp414.81MB
39. multiple-regression-analysis-public-health/01_an-overview-of-multiple-regression-for-estimation-adjustment-and-basic/01_multiple-regression/02_multiple-linear-regression-some-examples.mp425.71MB
40. multiple-regression-analysis-public-health/01_an-overview-of-multiple-regression-for-estimation-adjustment-and-basic/01_multiple-regression/03_multiple-linear-regression-basics-of-model-estimation-and-handling-uncertainty.mp416.98MB
41. multiple-regression-analysis-public-health/01_an-overview-of-multiple-regression-for-estimation-adjustment-and-basic/01_multiple-regression/04_estimate-group-means-and-mean-differences-for-groups-who-differ-in-more-than-one.mp410.56MB
42. multiple-regression-analysis-public-health/01_an-overview-of-multiple-regression-for-estimation-adjustment-and-basic/01_multiple-regression/05_the-linearity-assumption-and-estimating-amount-of-variability-explained-by.mp423.93MB
43. multiple-regression-analysis-public-health/01_an-overview-of-multiple-regression-for-estimation-adjustment-and-basic/01_multiple-regression/06_examples-from-the-literature.mp424.19MB
44. multiple-regression-analysis-public-health/01_an-overview-of-multiple-regression-for-estimation-adjustment-and-basic/01_multiple-regression/07_investigating-effect-modification-with-multiple-linear-regression-forthcoming.mp425.84MB
45. multiple-regression-analysis-public-health/01_an-overview-of-multiple-regression-for-estimation-adjustment-and-basic/01_multiple-regression/08_investigating-effect-modification-with-multiple-linear-regression-more-examples.mp422.9MB
46. multiple-regression-analysis-public-health/01_an-overview-of-multiple-regression-for-estimation-adjustment-and-basic/01_multiple-regression/09_additional-examples-of-multiple-linear-regression.mp444.48MB
47. multiple-regression-analysis-public-health/02_multiple-logistic-regression/01_multiple-logistic-regression/01_multiple-logistic-regression-some-examples.mp426.75MB
48. multiple-regression-analysis-public-health/02_multiple-logistic-regression/01_multiple-logistic-regression/02_multiple-logistic-regression-basics-of-model-estimation-and-handling-uncertainty.mp420.74MB
49. multiple-regression-analysis-public-health/02_multiple-logistic-regression/01_multiple-logistic-regression/03_estimating-group-odds-and-proportions-and-odds-ratios-for-groups-who-differ-in.mp427.59MB
50. multiple-regression-analysis-public-health/02_multiple-logistic-regression/01_multiple-logistic-regression/04_the-linearity-assumption-and-a-brief-note-about-prediction-with-multiple.mp430.98MB
51. multiple-regression-analysis-public-health/02_multiple-logistic-regression/01_multiple-logistic-regression/05_examples-from-the-literature.mp430.21MB
52. multiple-regression-analysis-public-health/02_multiple-logistic-regression/01_multiple-logistic-regression/06_investigating-effect-modification-with-multiple-logistic-regression-part-1.mp424.02MB
53. multiple-regression-analysis-public-health/02_multiple-logistic-regression/01_multiple-logistic-regression/07_investigating-effect-modification-with-multiple-logistic-regression-part-2.mp413.19MB
54. multiple-regression-analysis-public-health/02_multiple-logistic-regression/01_multiple-logistic-regression/08_additional-examples.mp426.52MB
55. multiple-regression-analysis-public-health/03_multiple-cox-regression/01_multiple-cox-regression/01_some-examples.mp421.2MB
56. multiple-regression-analysis-public-health/03_multiple-cox-regression/01_multiple-cox-regression/02_basics-of-model-estimation-and-handling-uncertainty-in-the-resulting-estimates.mp422.65MB
57. multiple-regression-analysis-public-health/03_multiple-cox-regression/01_multiple-cox-regression/03_estimating-hazard-ratios-for-groups-who-differ-in-more-than-one-predictor-with.mp415.05MB
58. multiple-regression-analysis-public-health/03_multiple-cox-regression/01_multiple-cox-regression/04_the-linearity-assumption-and-prediction-with-multiple-cox-regression.mp426.6MB
59. multiple-regression-analysis-public-health/03_multiple-cox-regression/01_multiple-cox-regression/05_examples-from-the-literature.mp438.12MB
60. simple-regression-analysis-public-health/01_simple-regression-methods/01_simple-regression-an-overview-and-simple-linear-regression/01_introduction.mp49.44MB
61. simple-regression-analysis-public-health/01_simple-regression-methods/01_simple-regression-an-overview-and-simple-linear-regression/02_simple-regression-an-overview.mp418.67MB
62. simple-regression-analysis-public-health/01_simple-regression-methods/01_simple-regression-an-overview-and-simple-linear-regression/03_simple-linear-regression-with-a-binary-or-nominal-categorical-predictor.mp415.99MB
63. simple-regression-analysis-public-health/01_simple-regression-methods/01_simple-regression-an-overview-and-simple-linear-regression/04_simple-linear-regression-with-a-categorical-predictor.mp427.65MB
64. simple-regression-analysis-public-health/01_simple-regression-methods/01_simple-regression-an-overview-and-simple-linear-regression/05_simple-linear-regression-with-a-continuous-predictor.mp429.14MB
65. simple-regression-analysis-public-health/01_simple-regression-methods/01_simple-regression-an-overview-and-simple-linear-regression/06_simple-linear-regression-model-estimating-the-regression-equation-accounting-for.mp428.42MB
66. simple-regression-analysis-public-health/01_simple-regression-methods/01_simple-regression-an-overview-and-simple-linear-regression/07_measuring-the-strength-of-a-linear-association.mp425.43MB
67. simple-regression-analysis-public-health/01_simple-regression-methods/01_simple-regression-an-overview-and-simple-linear-regression/08_additional-examples.mp418.39MB
68. simple-regression-analysis-public-health/02_simple-logistic-regression/01_simple-logistic-regression/01_introduction.mp47.91MB
69. simple-regression-analysis-public-health/02_simple-logistic-regression/01_simple-logistic-regression/02_simple-logistic-regression-an-overview.mp410.89MB
70. simple-regression-analysis-public-health/02_simple-logistic-regression/01_simple-logistic-regression/03_simple-logistic-regression-with-a-binary-or-categorical-predictor.mp425.05MB
71. simple-regression-analysis-public-health/02_simple-logistic-regression/01_simple-logistic-regression/04_simple-logistic-regression-with-a-continuous-predictor.mp428.01MB
72. simple-regression-analysis-public-health/02_simple-logistic-regression/01_simple-logistic-regression/05_simple-logistic-regression-accounting-for-uncertainty-in-the-estimates.mp419.55MB
73. simple-regression-analysis-public-health/02_simple-logistic-regression/01_simple-logistic-regression/06_estimating-risk-and-functions-of-risk-from-logistic-regression-results.mp419.1MB
74. simple-regression-analysis-public-health/02_simple-logistic-regression/01_simple-logistic-regression/07_additional-examples.mp422.03MB
75. simple-regression-analysis-public-health/03_simple-cox-proportional-hazards-regression/01_simple-cox-proportional-hazards-regression/01_introduction.mp45.49MB
76. simple-regression-analysis-public-health/03_simple-cox-proportional-hazards-regression/01_simple-cox-proportional-hazards-regression/02_simple-cox-regression-an-overview.mp419.83MB
77. simple-regression-analysis-public-health/03_simple-cox-proportional-hazards-regression/01_simple-cox-proportional-hazards-regression/03_simple-cox-regression-with-a-binary-or-categorical-predictor.mp419.15MB
78. simple-regression-analysis-public-health/03_simple-cox-proportional-hazards-regression/01_simple-cox-proportional-hazards-regression/04_simple-cox-regression-with-a-continuous-predictor.mp426.24MB
79. simple-regression-analysis-public-health/03_simple-cox-proportional-hazards-regression/01_simple-cox-proportional-hazards-regression/05_simple-cox-regression-accounting-for-uncertainty-in-the-estimates.mp416.04MB
80. simple-regression-analysis-public-health/03_simple-cox-proportional-hazards-regression/01_simple-cox-proportional-hazards-regression/06_estimating-survival-curves-from-cox-regression-results.mp413.63MB
81. simple-regression-analysis-public-health/03_simple-cox-proportional-hazards-regression/01_simple-cox-proportional-hazards-regression/07_additional-examples.mp415.91MB
82. simple-regression-analysis-public-health/04_confounding-adjustment-and-effect-modification/01_confounding-and-adjustment/01_introduction.mp42.09MB
83. simple-regression-analysis-public-health/04_confounding-adjustment-and-effect-modification/01_confounding-and-adjustment/02_confounding-a-formal-definition-and-some-examples.mp417.19MB
84. simple-regression-analysis-public-health/04_confounding-adjustment-and-effect-modification/01_confounding-and-adjustment/03_adjusted-estimates-presentation-interpretation-and-utility-for-assessing.mp412.94MB
85. simple-regression-analysis-public-health/04_confounding-adjustment-and-effect-modification/01_confounding-and-adjustment/04_adjusted-estimates-the-general-idea-behind-the-computations.mp49.22MB
86. simple-regression-analysis-public-health/04_confounding-adjustment-and-effect-modification/01_confounding-and-adjustment/05_additional-examples.mp48.89MB
87. simple-regression-analysis-public-health/04_confounding-adjustment-and-effect-modification/02_effect-modification/01_effect-modification-introduction-with-an-analytic-example.mp421.77MB
88. simple-regression-analysis-public-health/04_confounding-adjustment-and-effect-modification/02_effect-modification/02_effect-modification-tree-damage-and-elevation-example.mp418.6MB
89. simple-regression-analysis-public-health/04_confounding-adjustment-and-effect-modification/02_effect-modification/03_effect-modification-examples-from-the-literature.mp418.24MB
90. simple-regression-analysis-public-health/04_confounding-adjustment-and-effect-modification/02_effect-modification/04_confounding-versus-effect-modification-a-review.mp49.9MB
91. simple-regression-analysis-public-health/04_confounding-adjustment-and-effect-modification/02_effect-modification/05_additional-examples.mp417.08MB
92. summary-statistics/01_the-role-of-statistics-in-public-health-research/01_the-role-of-statistics-in-public-health-research/01_welcome.mp42.14MB
93. summary-statistics/01_the-role-of-statistics-in-public-health-research/01_the-role-of-statistics-in-public-health-research/02_introduction-and-overview.mp414.36MB
94. summary-statistics/01_the-role-of-statistics-in-public-health-research/01_the-role-of-statistics-in-public-health-research/03_samples-versus-population.mp414.69MB
95. summary-statistics/01_the-role-of-statistics-in-public-health-research/01_the-role-of-statistics-in-public-health-research/04_considerations-with-regard-to-study-design.mp430.64MB
96. summary-statistics/01_the-role-of-statistics-in-public-health-research/01_the-role-of-statistics-in-public-health-research/05_data-types-and-summarization.mp411.24MB
97. summary-statistics/01_the-role-of-statistics-in-public-health-research/01_the-role-of-statistics-in-public-health-research/06_additional-examples.mp412.73MB
98. summary-statistics/02_continuous-data-measures/01_continuous-data-measures/01_introduction.mp45.57MB
99. summary-statistics/02_continuous-data-measures/01_continuous-data-measures/02_useful-summary-statistics.mp429.98MB
100. summary-statistics/02_continuous-data-measures/01_continuous-data-measures/03_visual-displays.mp418.99MB
101. summary-statistics/02_continuous-data-measures/01_continuous-data-measures/04_the-role-of-sample-size-on-sample-based-estimates.mp418.55MB
102. summary-statistics/02_continuous-data-measures/01_continuous-data-measures/05_comparing-distributions-of-continuous-data.mp420.15MB
103. summary-statistics/02_continuous-data-measures/01_continuous-data-measures/06_additional-examples.mp413.96MB
104. summary-statistics/03_the-normal-distribution/01_the-normal-distribution/01_introduction.mp49.52MB
105. summary-statistics/03_the-normal-distribution/01_the-normal-distribution/02_the-standard-normal-distribution-defined.mp421.08MB
106. summary-statistics/03_the-normal-distribution/01_the-normal-distribution/03_applying-the-principles-of-the-normal-distribution-to-sample-data-to-estimate.mp432.8MB
107. summary-statistics/03_the-normal-distribution/01_the-normal-distribution/04_what-happens-when-we-apply-the-properties-of-the-normal-distribution-to-data-not.mp417.68MB
108. summary-statistics/03_the-normal-distribution/01_the-normal-distribution/05_additional-examples.mp413.52MB
109. summary-statistics/04_binary-data/01_binary-data/01_introduction.mp47.96MB
110. summary-statistics/04_binary-data/01_binary-data/02_binary-data-definition-and-summarization-binomial-distribution-p-hat-sd.mp412.44MB
111. summary-statistics/04_binary-data/01_binary-data/03_comparing-distributions-of-binary-data-risk-difference-and-relative-risk.mp425.7MB
112. summary-statistics/04_binary-data/01_binary-data/04_comparing-distributions-of-binary-data-odds-ratios.mp418.51MB
113. summary-statistics/04_binary-data/01_binary-data/05_a-brief-note-about-ratios-will-also-be-revisited-later-in-the-course.mp415.14MB
114. summary-statistics/04_binary-data/01_binary-data/06_additional-examples.mp416.11MB
115. summary-statistics/05_dealing-with-the-element-of-time/01_dealing-with-the-element-of-time/01_introduction.mp47.2MB
116. summary-statistics/05_dealing-with-the-element-of-time/01_dealing-with-the-element-of-time/02_time-to-event-data-definition-censoring-and-numerical-summary-measures-incidence.mp426.47MB
117. summary-statistics/05_dealing-with-the-element-of-time/01_dealing-with-the-element-of-time/03_numerically-comparing-groups-on-time-to-event-outcomes.mp413.77MB
118. summary-statistics/05_dealing-with-the-element-of-time/01_dealing-with-the-element-of-time/04_summarizing-time-to-event-data-graphically.mp434.38MB
119. summary-statistics/05_dealing-with-the-element-of-time/01_dealing-with-the-element-of-time/05_graphically-comparing-groups-on-time-to-event-outcomes.mp410.76MB
120. summary-statistics/05_dealing-with-the-element-of-time/01_dealing-with-the-element-of-time/06_additional-examples.mp412.67MB