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
​
​
​

Release Notes - Previous

2 Harukas

Next - Algorithm Development

Creating a New Algorithm

Last modified 2mo ago

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Contents

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

Descriptive statistics