Code Monkey home page Code Monkey logo

panelsem's People

Contributors

christian-gische avatar jhorzek avatar

panelsem's Issues

heterogeneity = "homogeneous"

We need more documentation on heterogeneity = "homogeneous". panelSEM creates variances between the lagged time varying variables in a homogeneous model and covariances between contemporaneous variables. This corresponds to the "Linear Model without Unobserved Heterogeneity" in the document "The causalSEM package: An Illustration". However, the "homogeneous", linear = TRUE case does not make clear that this is the "Linear Model without Unobserved Heterogeneity". Which one is correct?

Covariances when adding product terms

When adding product terms in case of linear = FALSE and use_definition_variables = FALSE, (co-) variances of all exogenous variables are automatically added. These are not freely estimated but set to the observed covariances. This should, in theory, be identical to an estimation.
Limitations:

  • It is currently unclear if covariances between the residuals of x1, x2, ..., y1, y2, ... and the product terms should be added. These would have to be estimated, considerably increasing the number of model parameters
  • Thoroughly test the current approach
  • Adapt tests: We are now estimating fewer parameters

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.