2 | Harukas

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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

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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