Regression Calculator
Medical example data Agriculture example dataWith numiqo, you can easily calculate linear, multiple, or logistic regression. Just select a dependent variable and one or more independent variables.
Afterwards, you will receive the results of the Regression Analysis in a clear and concise manner.
Depending on what you have selected, numiqo automatically calculates:
- Linear Regression
- Multiple Linear Regression
- Logistic Regression
Just try it out with the example data which are already loaded! To calculate a regression analysis, simply select one dependent variable and one or more independent variables.
Run a Regression with your data
If you want to use your own data, simply clear the upper table and paste your own data into the Regression Calculator. numiqo easily calculates online your regression analyses and creates various regression models for you.
- Copy your data into the table of the regression analysis calculator.
- Select a dependent variable.
- Select one or more independent variables.
This allows you to easily calculate a regression online without SPSS or Excel. It does not matter whether you want to calculate a linear regression online or a logistic regression.
Linear Regression Calculator
Do you want to calculate a linear regression? So you want to get the relationship between one dependent variable and several independent variables. Then select a metric dependent variable and one or more independent variables.
Multiple regression Calculator
Perform a Multiple Linear Regression with our easy, Online Statistical Software. The multiple linear regression calculator uses the least squares method to determine the regression coefficients optimally. The regression coefficients can then be used to interpret how the independent variables affect the dependent variable.
If you have selected more than one independent variable, a multiple linear regression is automatically calculated. In the results you can see how big the influence of the different independent variables is on the dependent variable.
Do you want to know the influence of one variable on another, but want to exclude the influence of other variables? You can do this with a multiple linear regression.
Logistic Regression Calculator
Your goal is to analyze the relationship between a dependent categorical variable and several independent variables in a model? For this you have to calculate a logistic regression! To do so, select a categorical dependent variable and several independent variables.
For example, with a logistic Regression you can find out which variables have an influence on a disease.
Lasso Regression Calcualtor
Use our Lasso Regression Calculator to apply an L₁ penalty to your model’s coefficients, which not only regularizes but also performs automatic feature selection—driving negligible weights to zero to reduce multicollinearity, enhance interpretability, and guard against overfitting in high-dimensional data.
Ridge Regression Calcualtor
Try our Ridge Regression Calculator when you need to impose an L₂ penalty on your coefficients, uniformly shrinking them toward zero to temper less informative predictors without eliminating any features, thereby improving model stability and generalization.
More about Regression analysis
If you like, please find our tutorials here:
numiqo is also available in German, French and Spanish. Visit the Regression Rechner on the German page, the Calculatrice de régression on the French page or the Calculadora de regresión on the Spanish page.