Maximum Likelihood Estimation Articles

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5/10/2025 • EN

Fitting models from noisy heuristic labels

Explains the 'data programming' weak supervision paradigm for training models using noisy heuristic labels, with a practical example.

Data Programming Labeling Functions Maximum Likelihood Estimation Snorkel Weak Supervision

Emir U

8/21/2021 • EN

Pictures of code are not code

A critique of publishing code as images in academic papers, highlighting errors and reproducibility issues in statistical computing examples.

code quality Maximum Likelihood Estimation R Reproducible Research statistics

Thomas Lumley

3/18/2017 • EN

Case-control efficiency

Analyzes efficiency differences between weighted and unweighted logistic regression in case-control studies, showing when ignoring weights is beneficial.

Case Control Study Logistic Regression Maximum Likelihood Estimation Sampling Weights Statistical Efficiency

Thomas Lumley

6/17/2013 • EN

Dave Harris on Maximum Likelihood Estimation

A technical talk on using the bbmle package in R to perform Maximum Likelihood Estimation for fitting mechanistic ecological models.

Bbmle Package Ecological Data Maximum Likelihood Estimation R Programming Statistical Modeling

Noam Ross

Maximum Likelihood Estimation Articles

Fitting models from noisy heuristic labels

Pictures of code are not code

Case-control efficiency

Dave Harris on Maximum Likelihood Estimation

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