Algorithm development status

This is a roadmap of the algorithms that are to be implemented in vantage6.

Descriptive statistics

Description
Horizontal
Vertical
Language
Mean
Python
Standard deviation
Python
IQR count
Python
Percentages
Python
Median
Python
Minimum
Python
Maximum
Python
Contingency tables
Python
Proportion
Odds ratio
Hessian Matrix
🏗
Python
Propensity Score Stratification
R
Age Standardized Incidence Rate
Python

Visualization

Description
Horizontal
Vertical
Language
Histogram
Python
Contour plot
Heat map
Scatter plot
Box plot
Violin plot

Hypothesis tests

Description
Horizontal
Vertical
Language
T-test
Python
Chi-square
R
Z-test
ANOVA
🏗
Python
Fisher's Exact test
🏗
Python
Pearson Correlation
Log-Rank test
Wald test

Variable selection

Description
Horizontal
Vertical
Language
AIC
Likelihood Ratio test

Models

Description
Horizontal
Vertical
Language
Linear Regression
R
Logistic Regression
R
GLM
R
GLMM
🏗
R

Survival models

Description
Horizontal
Vertical
Language
Kaplan Meier
Cox Proportional Hazards Regression
R
Partial Likelihood Estimates
Last modified 2mo ago