Healthcare Analytics Regression in R
| 文件类型 | 收录时间 | 最后活跃 | 资源热度 | 文件大小 | 文件数量 |
|---|---|---|---|---|---|
| 视频 | 2017-7-10 14:22 | 2024-6-27 15:45 | 138 | 517.69 MB | 52 |
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文件列表
- 00_01 - Welcome to the course.mp46.35MB
- 00_02 - What you should know.mp41.66MB
- 00_03 - Introduction to the course.mp42.56MB
- 00_04 - Using the exercise files.mp41.12MB
- 01_01 - Scientific method review.mp411.87MB
- 01_02 - Using a cross-sectional approach.mp411.6MB
- 01_03 - Reviewing existing literature for ideas.mp412.91MB
- 01_04 - Dealing with scientific plausibility.mp411.22MB
- 01_05 - Selecting a linear regression hypothesis.mp413.33MB
- 01_06 - Selecting a logistic regression hypothesis.mp417.66MB
- 01_07 - Installing necessary packages.mp410.28MB
- 02_01 - Plots for checking assumptions in linear regression.mp410.92MB
- 02_02 - Interpreting diagnostic plots.mp45.09MB
- 02_03 - Categorization and transformation.mp411.85MB
- 02_04 - Indexes.mp414.73MB
- 02_05 - Quartiles.mp46.62MB
- 02_06 - Ranking.mp48.12MB
- 02_07 - Regression review.mp47MB
- 02_08 - Preparing to report results.mp44.46MB
- 03_01 - Choices of modeling approaches.mp49.02MB
- 03_02 - Overview of modeling process.mp48.76MB
- 03_03 - Linear regression output.mp410.13MB
- 03_04 - Models 1 and 2.mp47.04MB
- 03_05 - Model metadata.mp47.48MB
- 04_01 - Beginning Model 3.mp413.7MB
- 04_02 - Making a working Model 3.mp416.91MB
- 04_03 - Finalizing Model 3.mp411.79MB
- 04_04 - Looking at the final model.mp414.63MB
- 04_05 - Fishing and interaction.mp49.81MB
- 04_06 - Other strategies for improving model fit.mp45.87MB
- 04_07 - Defending the final model.mp47.52MB
- 04_08 - Presenting the final model.mp417.22MB
- 05_01 - Analogies to linear regression process.mp48.63MB
- 05_02 - Parameter estimates in logistic regression.mp47.68MB
- 05_03 - Odds ratio interpretation.mp410.23MB
- 05_04 - Basic logistic code.mp46.47MB
- 05_05 - Forward stepwise regression First two rounds.mp47.22MB
- 05_06 - Forward stepwise regression Round 3.mp411.48MB
- 06_01 - Running Model 1.mp410.64MB
- 06_02 - Adding odds ratios to models.mp412.02MB
- 06_03 - Model metadata.mp412.3MB
- 06_04 - Forward stepwise Round 2.mp413.07MB
- 06_05 - Forward stepwise Round 3.mp418.49MB
- 06_06 - Using AIC to assess model fit.mp47.63MB
- 06_07 - When to compare nested models.mp47.69MB
- 06_08 - How to compare nested models.mp416.1MB
- 06_09 - Models 1 and 2 presentation.mp415.05MB
- 06_10 - Model 3 presentation.mp413.72MB
- 06_11 - Interpreting the final model.mp411.07MB
- 07_01 - Review of metadata.mp48.67MB
- 07_02 - Review of the process.mp46.2MB
- 07_03 - Next steps.mp44.11MB
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