Essays about: "Statistical Inference Statistics Maximum Likelihood Estimation Non-parametric Estimation"

Found 1 essay containing the words Statistical Inference Statistics Maximum Likelihood Estimation Non-parametric Estimation.

  1. 1. The Extended Maximum Likelihood Estimation for Monotone Probability Mass Function with Application using Forensic Data

    University essay from Lunds universitet/Matematisk statistik

    Author : Tiancheng Ma; [2022]
    Keywords : Statistical Inference Statistics Maximum Likelihood Estimation Non-parametric Estimation; Mathematics and Statistics;

    Abstract : This paper presents solutions to the modelling of frequency data of species labels, but the data is incomplete in the sense that some rarely-occurring species labels give zero observed frequency. The data can be modelled by a monotone probability function with parameters to be estimated, and yet, due to the order constraints and the incomplete data, using conventional parameter estimation methods will cause trouble. READ MORE