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We show how to make a logistic regression classifier, and, in the context of ethics, consider how transparent logistic regression can be made to people whose lives it affects. We also compare…
Course Code
INFR08030 Publisher
David Sterratt Licence Type
Creative Commons - Attribution Non Commercial No Derivatives Language
English Date Created
January 20th, 2021
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We extend logistic regression to multiple independent variables, and show how we can use the boostrap to estimate confidence intervals for coefficients, and to test hypotheses.
Course Code
INFR08030 Publisher
David Sterratt Licence Type
Creative Commons - Attribution Non Commercial No Derivatives Language
English Date Created
January 20th, 2021
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We introduce the principle of logisitc regression, illustrating its application to a credit approval dataset. We also introduce the concepts of odds and odds ratios.
Course Code
INFR08030 Publisher
David Sterratt Licence Type
Creative Commons - Attribution Non Commercial No Derivatives Language
English Date Created
January 19th, 2021
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the generalized linear model
Course Code
PSYL11053 Licence Type
Creative Commons - Attribution Language
English Date Created
November 15th, 2020
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probability, odds, log odds
Course Code
PSYL11053 Licence Type
Creative Commons - Attribution Language
English Date Created
November 15th, 2020
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This is the second FP Lecture video, covering Lists and Comprehensions.
Course Code
INFR08025 Licence Type
All rights reserved The University of Edinburgh Language
English
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