Descriptive Healthcare Analytics in R

Files Included :
01 - Welcome (2.59 MB)
01 - U S risk factors (13.91 MB)
02 - Introduction to the BRFSS (4.94 MB)
03 - More on the BRFSS (4.52 MB)
04 - What is a descriptive BRFSS analysis (15.16 MB)
05 - Cross-sectional analysis in the BRFSS (6.75 MB)
06 - Ethical use of BRFSS data (12.53 MB)
07 - BRFSS resources (8.31 MB)
08 - Choosing R for a BRFSS analysis Some considerations (5.85 MB)
09 - Choosing R for a BRFSS analysis More considerations (8.9 MB)
10 - Installing R (3.69 MB)
11 - Navigating in R (6.14 MB)
12 - Installing the foreign package (6.94 MB)
13 - Installing necessary packages (8.88 MB)
01 - Uses of a data dictionary (8.68 MB)
02 - How to set up a data dictionary (7.12 MB)
03 - Adding to the data dictionary (13.83 MB)
04 - Understanding confounders (7.62 MB)
05 - Making a web of causation (16.78 MB)
06 - Designing confounders Age and smoking (11.23 MB)
07 - Designing confounders Other demographics (10.64 MB)
08 - Designing confounders Other variables used in analysis (11.21 MB)
01 - Reading in BRFSS XPT data (15.77 MB)
02 - Naming conventions (8.99 MB)
03 - Keeping native variables (11.6 MB)
04 - Applying the first exclusion (11.6 MB)
05 - Applying the rest of the exclusions (10.55 MB)
06 - Operations in code (6.69 MB)
07 - Making a data reduction diagram (6.99 MB)
08 - Generating exposure (10.09 MB)
09 - Generating outcome variables (6.79 MB)
01 - Generating the age variables (8.46 MB)
02 - Generating the smoking variables (13.15 MB)
03 - Finalizing the analytic data set (14.78 MB)
04 - What is Table 1 (10.44 MB)
05 - Reviewing categorical variable distribution (12.5 MB)
06 - Reviewing continuous variable distribution (13.46 MB)
01 - Preparing categorical Table 1 shell (15.15 MB)
02 - Preparing continuous Table 1 shell (5.38 MB)
03 - Adding overall frequencies to categorical Table 1 (10.51 MB)
04 - Making a frequency macro (8.31 MB)
05 - Adding overall frequencies to continuous Table 1 (7.06 MB)
06 - Completing categorical Table 1 (18.84 MB)
07 - Completing continuous Table 1 (15.03 MB)
01 - Three truths about using weights (7.81 MB)
02 - Conducting a descriptive weighted analysis (18.66 MB)
03 - Why conduct bivariate tests (8.77 MB)
04 - Adding categorical bivariate tests to Table 1 (19.14 MB)
05 - Introduction to ANOVA and linear regression code (5.58 MB)
06 - Adding continuous bivariate tests to Table 1 (20.12 MB)
01 - Review of the metadata (11.24 MB)
02 - Uses of metadata (8.96 MB)
03 - Review of the process (6.44 MB)
04 - Next steps in the BRFSS analysis (10.59 MB)]
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