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Healthcare Analytics Regression in R
magnet:?xt=urn:btih:7fdbfd8d5e9bf10e353587f2383918f0c6c841fc&dn=Healthcare Analytics Regression in R
磁力链接详情
Hash值:
7fdbfd8d5e9bf10e353587f2383918f0c6c841fc
点击数:
147
文件大小:
517.69 MB
文件数量:
52
创建日期:
2017-7-10 14:22
最后访问:
2024-8-25 22:52
访问标签:
Healthcare
Analytics
Regression
in
R
文件列表详情
00_01 - Welcome to the course.mp4 6.35 MB
00_02 - What you should know.mp4 1.66 MB
00_03 - Introduction to the course.mp4 2.56 MB
00_04 - Using the exercise files.mp4 1.12 MB
01_01 - Scientific method review.mp4 11.87 MB
01_02 - Using a cross-sectional approach.mp4 11.6 MB
01_03 - Reviewing existing literature for ideas.mp4 12.91 MB
01_04 - Dealing with scientific plausibility.mp4 11.22 MB
01_05 - Selecting a linear regression hypothesis.mp4 13.33 MB
01_06 - Selecting a logistic regression hypothesis.mp4 17.66 MB
01_07 - Installing necessary packages.mp4 10.28 MB
02_01 - Plots for checking assumptions in linear regression.mp4 10.92 MB
02_02 - Interpreting diagnostic plots.mp4 5.09 MB
02_03 - Categorization and transformation.mp4 11.85 MB
02_04 - Indexes.mp4 14.73 MB
02_05 - Quartiles.mp4 6.62 MB
02_06 - Ranking.mp4 8.12 MB
02_07 - Regression review.mp4 7 MB
02_08 - Preparing to report results.mp4 4.46 MB
03_01 - Choices of modeling approaches.mp4 9.02 MB
03_02 - Overview of modeling process.mp4 8.76 MB
03_03 - Linear regression output.mp4 10.13 MB
03_04 - Models 1 and 2.mp4 7.04 MB
03_05 - Model metadata.mp4 7.48 MB
04_01 - Beginning Model 3.mp4 13.7 MB
04_02 - Making a working Model 3.mp4 16.91 MB
04_03 - Finalizing Model 3.mp4 11.79 MB
04_04 - Looking at the final model.mp4 14.63 MB
04_05 - Fishing and interaction.mp4 9.81 MB
04_06 - Other strategies for improving model fit.mp4 5.87 MB
04_07 - Defending the final model.mp4 7.52 MB
04_08 - Presenting the final model.mp4 17.22 MB
05_01 - Analogies to linear regression process.mp4 8.63 MB
05_02 - Parameter estimates in logistic regression.mp4 7.68 MB
05_03 - Odds ratio interpretation.mp4 10.23 MB
05_04 - Basic logistic code.mp4 6.47 MB
05_05 - Forward stepwise regression First two rounds.mp4 7.22 MB
05_06 - Forward stepwise regression Round 3.mp4 11.48 MB
06_01 - Running Model 1.mp4 10.64 MB
06_02 - Adding odds ratios to models.mp4 12.02 MB
06_03 - Model metadata.mp4 12.3 MB
06_04 - Forward stepwise Round 2.mp4 13.07 MB
06_05 - Forward stepwise Round 3.mp4 18.49 MB
06_06 - Using AIC to assess model fit.mp4 7.63 MB
06_07 - When to compare nested models.mp4 7.69 MB
06_08 - How to compare nested models.mp4 16.1 MB
06_09 - Models 1 and 2 presentation.mp4 15.05 MB
06_10 - Model 3 presentation.mp4 13.72 MB
06_11 - Interpreting the final model.mp4 11.07 MB
07_01 - Review of metadata.mp4 8.67 MB
07_02 - Review of the process.mp4 6.2 MB
07_03 - Next steps.mp4 4.11 MB
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