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Titanic Survival Analysis
This slideshow analyzes the correlations of the passengers who did and did not survive the Titanic.
Assignments
These assignments are multiple linear regression and variable selection methods
Maternal and Child Health Analysis | Kampala, Uganda
A complete statistical analysis of maternal and child health data from
2,008 mother-infant pairs at two referral hospitals in Kampala, Uganda
(Mulago National Referral Hospital and Kawempe General Hospital).
Analysis covers: data cleaning, descriptive statistics, comparative
Table 1 by facility, nine ggplot2 visualizations, independent samples
t-test, Pearson chi-square, binary logistic regression with forest plot,
and Spearman rank correlation. Compiled as a graduate-level R Markdown
report with full methods, results, discussion, limitations, and references.
Key findings: HIV-positive mothers had significantly lower birth weight
babies (p = 0.045); pre-eclampsia was strongly associated with poor
maternal outcomes (χ² = 96.46, p < 0.001); NICU admission was the
dominant predictor of neonatal death (OR = 13.08, p < 0.001).
Dataset: AI-simulated for educational and portfolio purposes.
No real patient data used.