Results for "treatment likelihood"
Average Treatment Effect
Advanced
Expected causal effect of a treatment.
Maximum Likelihood Estimation
Intermediate
Estimating parameters by maximizing likelihood of observed data.
Propensity Score
Advanced
Probability of treatment assignment given covariates.
Clinical Decision Support
Intermediate
AI systems assisting clinicians with diagnosis or treatment decisions.
Due Process
Intermediate
Legal right to fair treatment.
Beam Search
Intermediate
Search algorithm for generation that keeps top-k partial sequences; can improve likelihood but reduce diversity.
Perplexity
Intermediate
Exponential of average negative log-likelihood; lower means better predictive fit, not necessarily better utility.
Flow-Based Model
Advanced
Exact likelihood generative models using invertible transforms.
Likelihood Function
Advanced
Probability of data given parameters.