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Statistics Calculator

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numiqo ensures complete data privacy by performing all calculations locally on your device (PC) without sending any data to servers.

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Descriptive & Charts
Hypothesis tests
Depending on which variables are selected, it will be calculated:
- t-test one sample
- t-test independent samples
- t-test dependent samples
- Chi Square-Test
- Binomial test
- ANOVA with/without rep. measures
- Two-way ANOVA with/without rep. measures
- Three-Way ANOVA
- Wilcoxon-Test
- Mann-Whitney U-Test
- Friedman Test
- Kruskal-Wallis Test
- Fisher's exact test
- Correlation
Correlation
Depending on which variables are selected, it will be calculated:
- Pearson Correlation
- Spearman Correlation
- Kendalls Tau
- Point biserial correlation
- Eta
Regression
Depending on which variables are selected, it will be calculated:
- Simple linear regression
- Multiple linear regression
- Logistic regression
ANCOVA
Survival Analysis
Depending on which variables are selected, it will be calculated:
- Kaplan-Meier Curve
- Log-Rank Test
- Cox Regression
EFA / PCA

Exploratory factor analysis and Principal component analysis
Reliability
Depending on which variables are selected, it will be calculated:
- Cronbach's Alpha
- Cohen's Kappa
- Fleiss Kappa
- Kendall's Tau
- Kendall's W
- Pearson Correlation
- Intra Class Correlation
Cluster

ANCOVA

Cluster

Exploratory Factor Analysis and Principal Component Analysis Calculator

Here you can either calculate an Exploratory Factor Analysis (EFA) or you can calculate a Principal Component Analysis (PCA) online. Just copy your data into the table, select the desired variables, and choose the number of factors.

Cite numiqo: numiqo Team (2025). numiqo: Online Statistics Calculator. numiqo e.U. Graz, Austria. URL https://numiqo.com