Code Monkey home page Code Monkey logo

Comments (1)

TaylorOshan avatar TaylorOshan commented on September 26, 2024

I see your point that the degrees of freedom for a regression t-test should be n - p - 1 rather than n - 1 where n is that sample size and p is the number of estimated parameters. However, I'm not sure we should substitute in the effective number of parameters here because that pertains to the overall model degrees of freedom. Since GWR is an ensemble of ordinary least squares estimators, I think each individual t-test would still have n - p - 1 degrees of freedom. I haven't seen this explicitly discussed in the literature anywhere so I would be open to other input @mattwigway @ljwolf @weikang9009 or sources from similar methods.

In any event, the existing code may produce a difference in the critical t-value, though it is likely negligible unless sample size is very small. Nevertheless, it would be good to update it to the correct expression.

from mgwr.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.