LSEStatistics
ST300

Regression and Generalised Linear Models

One-to-one support for LSE's Regression and Generalised Linear Models module, with help understanding the main ideas, keeping up with the work, and preparing confidently for assessments.

About

Provides a rigorous treatment of multiple regression and generalised linear models in theory and practice. Students study exponential-family models, link functions, deviance, estimation, diagnostics, model selection and validation using R.

Support for ST300 Regression and Generalised Linear Models at LSE

Our tutoring for ST300 is designed to make the module feel more manageable. Sessions can focus on clarifying lecture material, rebuilding foundations, working through derivations, R exercises, modelling tasks and exam-style questions, and developing a clearer strategy for revision and assessed work. The aim is to help students understand the module deeply enough to apply the material independently, not just memorise model answers.

Common Challenges

Students often struggle with:

  • understanding the assumptions and intuition behind multiple regression, with particular attention to generalised linear models
  • choosing the right method when moving between exponential-family models and link functions and deviance and estimation in problem sets, data work or coding tasks
  • interpreting estimates, diagnostics, proofs and output clearly in assessed answers
  • building a clear revision plan when the module starts to feel cumulative
How our tutors help

Our tutors can help by:

  • Reviewing the statistical or econometric intuition behind multiple regression, with particular attention to generalised linear models
  • Working through derivations and problem sets involving exponential-family models and link functions
  • Applying deviance and estimation in data work and interpreting the resulting output
  • Building confidence with coding, proofs and exam-style questions
  • Tailoring sessions to the exact parts of ST300 that feel unclear

Tutors for ST300

Our ST300 tutors include experienced university teachers and subject specialists. If you are not sure who is right for you, tell us what you need help with and we will recommend the best match.

Tutor assignments for this module are being confirmed. Please enquire.

Private Tuition

Need help with ST300?

Tell us what you are finding difficult in Regression and Generalised Linear Models and we will match you with a tutor who can help with this module.

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