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Course content
Sections:
5
•
Activities:
0
•
Resources:
116
- 01 Welcome
- 02_introduction-and-overview
- 03_samples-versus-population
- 04_considerations-with-regard-to-study-design
- 05_data-types-and-summarization
- 06_additional-examples
- 01_introduction
- 02_useful-summary-statistics
- 03_visual-displays
- 04_the-role-of-sample-size-on-sample-based-estimates
- 05_comparing-distributions-of-continuous-data
- 06_additional-examples
- 01_introduction
- 02_the-standard-normal-distribution-defined
- 03_applying-the-principles-of-the-normal-distribution-to-sample-data-to-estimate
- 04_what-happens-when-we-apply-the-properties-of-the-normal-distribution-to-data-not
- 05_additional-examples
- 01_introduction
- 02_binary-data-definition-and-summarization-binomial-distribution-
- 03_comparing-distributions-of-binary-data-risk-difference-and-relative-risk
- 04_comparing-distributions-of-binary-data-odds-ratios
- 05_a-brief-note-about-ratios-will-also-be-revisited-later-in-the-course
- 06_additional-examples
- 01_introduction
- 02_time-to-event-data-definition-censoring-and-numerical-summary-measures-incidence
- 03_numerically-comparing-groups-on-time-to-event-outcomes
- 04_summarizing-time-to-event-data-graphically
- 05_graphically-comparing-groups-on-time-to-event-outcomes
- 06_additional-examples
- 01_introduction
- 02_sampling-distribution-definition
- 03_examples-sampling-distribution-for-a-single-mean
- 04_examples-sampling-distribution-for-a-single-proportion-incidence-rate
- 05_estimating-sampling-distribution-characteristics-from-single-samples-of-data
- 06_additional-examples
- 01_introduction
- 02_confidence-intervals-for-single-population-parameters
- 03_confidence-intervals-for-population-proportions-and-incidence-rates
- 04_so-what-is-a-confidence-interval-and-how-should-it-be-interpreted
- 05_a-note-on-confidence-intervals-for-population-quantities-based-on-small-samples
- 06_additional-examples
- 01_introduction
- 02_confidence-intervals-for-population-comparison-measures
- 03_confidence-intervals-for-comparing-means-of-continuous-outcomes-between-two
- 04_confidence-intervals-for-binary-comparisons-part-1-difference-in-proportions
- 05_confidence-intervals-for-binary-comparisons-part-2-ratio-of-proportions-and-odds
- 06_confidence-intervals-for-incidence-rate-ratios
- 07_a-brief-note-about-ratios-again
- 08_additional-examples
- 01_introduction
- 02_hypothesis-testing-the-general-concept-and-for-comparing-means-between-two
- 03_hypothesis-testing-comparing-means-between-two-populations-the-paired-approach
- 04_hypothesis-testing-comparing-means-between-two-populations-the-unpaired-approach
- 05_debriefing-on-the-p-value-part-1
- 06_additional-examples
- 01_introduction
- 02_hypothesis-testing-the-general-concept-and-for-comparing-means-between-two
- 03_hypothesis-testing-comparing-means-between-two-populations-the-paired-approach.mp4]
- 04_hypothesis-testing-comparing-means-between-two-populations-the-unpaired-approach
- 05_debriefing-on-the-p-value-part-1
- 06_additional-examples
- Test
- 01_introduction
- 02_simple-regression-an-overview
- 03_simple-linear-regression-with-a-binary-or-nominal-categorical-predictor
- 04_simple-linear-regression-with-a-categorical-predictor
- 05_simple-linear-regression-with-a-continuous-predictor
- 06_simple-linear-regression-model-estimating-the-regression-equation-accounting-for
- 07_measuring-the-strength-of-a-linear-association
- 08_additional-examples
- 01_introduction
- 02_simple-logistic-regression-an-overview
- 03_simple-logistic-regression-with-a-binary-or-categorical-predictor
- 04_simple-logistic-regression-with-a-continuous-predictor
- 05_simple-logistic-regression-accounting-for-uncertainty-in-the-estimates
- 06_estimating-risk-and-functions-of-risk-from-logistic-regression-results
- 07_additional-examples
- 01_introduction
- 02_simple-cox-regression-an-overview
- 03_simple-cox-regression-with-a-binary-or-categorical-predictor
- 04_simple-cox-regression-with-a-continuous-predictor
- 05_simple-cox-regression-accounting-for-uncertainty-in-the-estimates
- 06_estimating-survival-curves-from-cox-regression-results
- 07_additional-examples
- 01_introduction
- 02_confounding-a-formal-definition-and-some-examples
- 03_adjusted-estimates-presentation-interpretation-and-utility-for-assessing
- 04_adjusted-estimates-the-general-idea-behind-the-computations
- 05_additional-examples
- 01_effect-modification-introduction-with-an-analytic-example
- 02_effect-modification-tree-damage-and-elevation-example
- 03_effect-modification-examples-from-the-literature
- 04_confounding-versus-effect-modification-a-review
- 05_additional-examples
- 01_multiple-regression-an-overview
- 02_multiple-linear-regression-some-examples.
- 03_multiple-linear-regression-basics-of-model-estimation-and-handling-uncertainty
- 04_estimate-group-means-and-mean-differences-for-groups-who-differ-in-more-than-one.
- 05_the-linearity-assumption-and-estimating-amount-of-variability-explained-by
- 06_examples-from-the-literature
- 07_investigating-effect-modification-with-multiple-linear-regression-forthcoming
- 08_investigating-effect-modification-with-multiple-linear-regression-more-examples.
- 09_additional-examples-of-multiple-linear-regression
- 01_multiple-logistic-regression-some-example
- 02_multiple-logistic-regression-basics-of-model-estimation-and-handling-uncertainty
- 03_estimating-group-odds-and-proportions-and-odds-ratios-for-groups-who-differ-in
- 04_the-linearity-assumption-and-a-brief-note-about-prediction-with-multiple
- 05_examples-from-the-literature.
- 06_investigating-effect-modification-with-multiple-logistic-regression-part-1
- 07_investigating-effect-modification-with-multiple-logistic-regression-part-2
- 08_additional-examples
- 01_some-examples
- 02_basics-of-model-estimation-and-handling-uncertainty-in-the-resulting-estimates
- 03_estimating-hazard-ratios-for-groups-who-differ-in-more-than-one-predictor-with
- 04_the-linearity-assumption-and-prediction-with-multiple-cox-regression
- 05_examples-from-the-literature