Machine learning

Epidemiological case: Modeling mortality rates
How to build basic linear models to predict mortality rates among Males and females.
Epidemiological case: Modeling mortality rates
KNN machine learning algorithm: Cancer data
How to use KNN algorithm to classify new observations
KNN machine learning algorithm: Cancer data
Epidemiological case: Logistic regression
How to perform logistic regression with epidemiological data.
Epidemiological case: Logistic regression
Epidemiological case: Survival analysis with cancer data (Gliome)
How to construct Kaplan-Meier curves and statistically compare groups in a basic survival analysis.
Epidemiological case: Survival analysis with cancer data (Gliome)
Machine learning: Principal Component Analysis
How to create a PCA easily with R.
Machine learning: Principal Component Analysis
Machine learnig: Random forest for survival data
How to use RF algorithm on survival KM curves
Machine learnig: Random forest for survival data
Machine learning: k-means algorithm
How to implement k-means and K-medoids algorithm.
Machine learning: k-means algorithm