A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains
Reads0
Chats0
About:
This article is published in Annals of Mathematical Statistics.The article was published on 1970-02-01 and is currently open access. It has received 4618 citations till now. The article focuses on the topics: Examples of Markov chains & Markov chain.read more
Citations
More filters
Book
A Guide to QTL Mapping with R/qtl
Karl W. Broman,Saunak Sen +1 more
TL;DR: In this article, a single-QTL analysis was performed on two-dimensional, two-Q-TL scans and the model was extended to include multiple Q-TL models.
Book
Application of Hidden Markov Models in Speech Recognition
Mark J. F. Gales,Steve Young +1 more
TL;DR: The aim of this review is first to present the core architecture of a HMM-based LVCSR system and then to describe the various refinements which are needed to achieve state-of-the-art performance.
Journal ArticleDOI
An introduction to hidden Markov models and Bayesian networks
TL;DR: A tutorial on learning and inference in hidden Markov models in the context of the recent literature on Bayesian networks is provided, and a discussion of Bayesian methods for model selection in generalized HMMs is discussed.
Dissertation
Visual Recognition of American Sign Language Using Hidden Markov Models.
TL;DR: Using hidden Markov models (HMM's), an unobstrusive single view camera system is developed that can recognize hand gestures, namely, a subset of American Sign Language (ASL), achieving high recognition rates for full sentence ASL using only visual cues.
Journal ArticleDOI
Analysis of Single-Molecule FRET Trajectories Using Hidden Markov Modeling
TL;DR: An analysis scheme is developed that casts single-molecule time-binned FRET trajectories as hidden Markov processes, allowing one to determine, based on probability alone, the most likely FRET-value distributions of states and their interconversion rates while simultaneously determining the mostlikely time sequence of underlying states for each trajectory.
References
More filters
Journal ArticleDOI
Statistical Inference for Probabilistic Functions of Finite State Markov Chains
Leonard E. Baum,Ted Petrie +1 more
Journal ArticleDOI
An inequality with applications to statistical estimation for probabilistic functions of Markov processes and to a model for ecology
Leonard E. Baum,J. A. Eagon +1 more
TL;DR: In this paper, a polynomial with nonnegative coefficients homogeneous of degree d in its variables is shown to be polynomially homogeneous unless 3(3(x))>P(x), where 3(x)=x.
Book ChapterDOI
The Gamma Function
Willi Freeden,Martin Gutting +1 more
TL;DR: The Gamma function as discussed by the authors is a generalized factorial function that can be used to estimate the probability distribution of a probability distribution, and it has been used in many applications, e.g., as part of probability distributions.