Healthcare Analytics Regression in R

• Healthcare Analytics Regression in R
• 00_01 - Welcome to the course.mp4 6.3 MB
• 00_02 - What you should know.mp4 1.7 MB
• 00_03 - Introduction to the course.mp4 2.6 MB
• 00_04 - Using the exercise files.mp4 1.1 MB
• 01_01 - Scientific method review.mp4 11.9 MB
• 01_02 - Using a cross-sectional approach.mp4 11.6 MB
• 01_03 - Reviewing existing literature for ideas.mp4 12.9 MB
• 01_04 - Dealing with scientific plausibility.mp4 11.2 MB
• 01_05 - Selecting a linear regression hypothesis.mp4 13.3 MB
• 01_06 - Selecting a logistic regression hypothesis.mp4 17.7 MB
• 01_07 - Installing necessary packages.mp4 10.3 MB
• 02_01 - Plots for checking assumptions in linear regression.mp4 10.9 MB
• 02_02 - Interpreting diagnostic plots.mp4 5.1 MB
• 02_03 - Categorization and transformation.mp4 11.9 MB
• 02_04 - Indexes.mp4 14.7 MB
• 02_05 - Quartiles.mp4 6.6 MB
• 02_06 - Ranking.mp4 8.1 MB
• 02_07 - Regression review.mp4 7 MB
• 02_08 - Preparing to report results.mp4 4.5 MB
• 03_01 - Choices of modeling approaches.mp4 9 MB
• 03_02 - Overview of modeling process.mp4 8.8 MB
• 03_03 - Linear regression output.mp4 10.1 MB
• 03_04 - Models 1 and 2.mp4 7 MB
• 03_05 - Model metadata.mp4 7.5 MB
• 04_01 - Beginning Model 3.mp4 13.7 MB
• 04_02 - Making a working Model 3.mp4 16.9 MB
• 04_03 - Finalizing Model 3.mp4 11.8 MB
• 04_04 - Looking at the final model.mp4 14.6 MB
• 04_05 - Fishing and interaction.mp4 9.8 MB
• 04_06 - Other strategies for improving model fit.mp4 5.9 MB
• 04_07 - Defending the final model.mp4 7.5 MB
• 04_08 - Presenting the final model.mp4 17.2 MB
• 05_01 - Analogies to linear regression process.mp4 8.6 MB
• 05_02 - Parameter estimates in logistic regression.mp4 7.7 MB
• 05_03 - Odds ratio interpretation.mp4 10.2 MB
• 05_04 - Basic logistic code.mp4 6.5 MB
• 05_05 - Forward stepwise regression First two rounds.mp4 7.2 MB
• 05_06 - Forward stepwise regression Round 3.mp4 11.5 MB
• 06_01 - Running Model 1.mp4 10.6 MB
• 06_02 - Adding odds ratios to models.mp4 12 MB
• 06_03 - Model metadata.mp4 12.3 MB
• 06_04 - Forward stepwise Round 2.mp4 13.1 MB
• 06_05 - Forward stepwise Round 3.mp4 18.5 MB
• 06_06 - Using AIC to assess model fit.mp4 7.6 MB
• 06_07 - When to compare nested models.mp4 7.7 MB
• 06_08 - How to compare nested models.mp4 16.1 MB
• 06_09 - Models 1 and 2 presentation.mp4 15 MB
• 06_10 - Model 3 presentation.mp4 13.7 MB
• 06_11 - Interpreting the final model.mp4 11.1 MB
• 07_01 - Review of metadata.mp4 8.7 MB
• 07_02 - Review of the process.mp4 6.2 MB
• 07_03 - Next steps.mp4 4.1 MB
• Ex_Files_Healthcare_Regression_R.zip 1.6 MB
• Subtitles CC.rar 79 KB

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