(Under construction)

You must cite this article if you use its information in other circumstances. An example of citing this article is:

Ronny Gunnarsson. Regression and correlation [in Science Network TV]. Available at: https://science-network.tv/regression-and-correlation/. Accessed April 23, 2019.

Ronny Gunnarsson. Regression and correlation [in Science Network TV]. Available at: https://science-network.tv/regression-and-correlation/. Accessed April 23, 2019.

Regression and correlation focuses on how variables correlate. Often one or several variables are defined as dependent meaning that they are believed to alter when the value of other independent variables change. There are different types of regression :

- Simple regression: One dependent and one independent variable
- Multivariable regression = multiple regression: More than one dependent variable
- Multivariate regression: More than one independent variable
- Multivariate multivariable regression: More than one dependent variable as well as more than one independent variable.

This can be expanded:

Simple regression | Multivariable regression = multiple regression | Multivariate regression | Multivariate multivariable regression | |
---|---|---|---|---|

Linear regression | Simple linear regression = Unadjusted linear regression | Multivariable linear regression = multiple linear regression = adjusted linear regression | Factor analysis | Factor analysis |

Logistic regression | Simple logistic regression = unadjusted logistic regression | Multivariable logistic regression = multiple logistic regression = adjusted logistic regression | Multivariate probit regression (bivariate probit regression is a special case with two dependent variables) | Multivariate multivariable probit regression |

Proportional hazards regression = Cox regression | Simple proportional Hazards regression | Multivariable proportional Hazards regression / multiple proportional hazards regression | ? | ? |

Useful links:

# References

You must cite this article if you use its information in other circumstances. An example of citing this article is:

Ronny Gunnarsson. Regression and correlation [in Science Network TV]. Available at: https://science-network.tv/regression-and-correlation/. Accessed April 23, 2019.

Ronny Gunnarsson. Regression and correlation [in Science Network TV]. Available at: https://science-network.tv/regression-and-correlation/. Accessed April 23, 2019.