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

R

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