Binary logistic regression: introduction (video 1 of 3)
Väisänen, Heini (2021) Binary logistic regression: introduction (video 1 of 3). [Video]
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Official URL: https://www.youtube.com/watch?v=777b3xDnN8w
Abstract
In this first video of the series, Dr Heini Väisänen introduces the binary logistic regression, explains what variables can be used, talks about link functions and discusses how this model differs from linear regression. She employs a simple example with one explanatory variable to illustrate how the method works and how the results can be interpreted using either log of scale, predicted probabilities or odds.
Item Type: | Video |
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Subjects: | 5. Quantitative Data Handling and Data Analysis > 5.2 Statistical Theory and Methods of Inference 5. Quantitative Data Handling and Data Analysis > 5.2 Statistical Theory and Methods of Inference > 5.2.1 Probability theory 5. Quantitative Data Handling and Data Analysis > 5.5 Regression Methods 5. Quantitative Data Handling and Data Analysis > 5.5 Regression Methods > 5.5.6 Linear regression 5. Quantitative Data Handling and Data Analysis > 5.5 Regression Methods > 5.5.8 Logistic regression |
Depositing User: | NCRM users |
Date Deposited: | 05 Jan 2022 13:20 |
Last Modified: | 05 Jan 2022 13:20 |
URI: | https://eprints.ncrm.ac.uk/id/eprint/4499 |