GitHub

Transcript-Abundance-Estimation-with-the-Expectation-Maximization-Algorithm

This project applies the Expectation-Maximization (EM) algorithm to estimate the relative abundances of RNA isoforms based on RNA-seq read data. The task involved modeling how sequencing reads map to ...
Nature

Estimation of haplotype associated with several quantitative phenotypes based on maximization of area under a receiver operating characteristic (ROC) curve

An algorithm for estimating haplotypes associated with several quantitative phenotypes is proposed. The concept of a receiver operating characteristic (ROC) curve was introduced, and a linear ...
JSTOR Daily

On-Line Expectation-Maximization Algorithm for Latent Data Models

Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 71, No. 3 (Jun., 2009), pp. 593-613 (21 pages) We propose a generic on-line (also sometimes called adaptive or ...
IEEE

A Hybrid Algorithm for Estimation of the Parameters of Hidden Markov Model based Acoustic Modeling of Speech Signals using Constraint-Based Genetic Algorithm and Expectation ...

Abstract: The conventional method for estimation of the parameters of Hidden Markov Model (HMM) based acoustic modeling of speech signals uses the Expectation- Maximization (EM) algorithm. But the EM ...
IEEE

Deep Learning-Driven Uncertainty Estimation for Brain Tissue Segmentation by Integrating Expectation Maximization Algorithms

Abstract: Brain tissue segmentation performs a vital function in neuroimaging analysis, support, and monitoring of neurological diseases such as Alzheimer's disease, Parkinson's disease, and brain ...
International Monetary Fund

Regime-Switching Factor Models and Nowcasting with Big Data

Download PDF More Formats on IMF eLibrary Order a Print Copy Create Citation This paper shows that the Expectation-Maximization (EM) algorithm for regime-switching dynamic factor models provides ...
JSTOR Daily

Analysis of the Volume of Red Blood Cells: Application of the Expectation- Maximization Algorithm to Grouped Data from the Doubly-Truncated Lognormal Distribution

In accordance with general principles recommended by the International Committee for Standardization in Haematology (1982, Journal of Clinical Pathology 35, 1320-1322), we have developed statistical ...
GitHub

Releases: aliwouters/Transcript-Abundance-Estimation-with-the-Expectation-Maximization-Algorithm

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