The Stochastic EM Algorithm: Estimation and Asymptotic Results

Søren Feodor Nielsen; Soren Feodor Nielsen

doi:10.2307/3318671

The Stochastic EM Algorithm: Estimation and Asymptotic Results

Bernoulli ◽

10.2307/3318671 ◽

2000 ◽

Vol 6 (3) ◽

pp. 457 ◽

Cited By ~ 90

Author(s):

Søren Feodor Nielsen ◽

Soren Feodor Nielsen

Keyword(s):

Em Algorithm ◽

Asymptotic Results ◽

Stochastic Em Algorithm ◽

Stochastic Em

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Asymptotic results for a stationary random process generated by the stochastic EM algorithm in mixture analyses

Journal of Statistics and Management Systems ◽

10.1080/09720510.2017.1418211 ◽

2018 ◽

Vol 21 (2) ◽

pp. 251-260

Author(s):

Athanase Polymenis

Keyword(s):

Em Algorithm ◽

Random Process ◽

Stationary Random Process ◽

Asymptotic Results ◽

Stochastic Em Algorithm ◽

Stochastic Em

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Stochastic EM algorithm for fast analysis of single waveform multi-spectral Lidar data

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287414 ◽

2021 ◽

Author(s):

Q. Legros ◽

S. McLaughlin ◽

Y. Altmann ◽

S. Meignen

Keyword(s):

Em Algorithm ◽

Lidar Data ◽

Fast Analysis ◽

Stochastic Em Algorithm ◽

Stochastic Em

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Likelihood analysis and stochastic EM algorithm for left truncated right censored data and associated model selection from the Lehmann family of life distributions

Japanese Journal of Statistics and Data Science ◽

10.1007/s42081-021-00115-1 ◽

2021 ◽

Author(s):

Debanjan Mitra ◽

Debasis Kundu ◽

Narayanaswamy Balakrishnan

Keyword(s):

Model Selection ◽

Em Algorithm ◽

Censored Data ◽

Right Censored Data ◽

Stochastic Em Algorithm ◽

Likelihood Analysis ◽

Life Distributions ◽

Stochastic Em

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A Stochastic EM Algorithm for Progressively Censored Data Analysis

Quality and Reliability Engineering International ◽

10.1002/qre.1522 ◽

2013 ◽

Vol 30 (5) ◽

pp. 711-722 ◽

Cited By ~ 8

Author(s):

Mimi Zhang ◽

Zhisheng Ye ◽

Min Xie

Keyword(s):

Data Analysis ◽

Em Algorithm ◽

Censored Data ◽

Stochastic Em Algorithm ◽

Stochastic Em

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Asymptotic Properties of a Stochastic EM Algorithm for Estimating Mixing Proportions

10.21236/ada246263 ◽

1991 ◽

Cited By ~ 1

Author(s):

Jean Diebolt ◽

Gilles Celeux

Keyword(s):

Em Algorithm ◽

Asymptotic Properties ◽

Stochastic Em Algorithm ◽

Stochastic Em

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Learning in presence of input noise using the stochastic EM algorithm

10.1063/1.1570540 ◽

2003 ◽

Author(s):

Hichem Snoussi

Keyword(s):

Em Algorithm ◽

Input Noise ◽

Stochastic Em Algorithm ◽

Stochastic Em

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Modeling serially correlated heavy-tailed data with some missing response values using stochastic EM algorithm

Communications in Statistics Case Studies Data Analysis and Applications ◽

10.1080/23737484.2021.2017808 ◽

2021 ◽

pp. 1-24

Author(s):

Uchenna Chinedu Nduka ◽

Iheanyi Slyvester Iwueze ◽

Chrysogonus Chinagorom Nwaigwe

Keyword(s):

Em Algorithm ◽

Missing Response ◽

Stochastic Em Algorithm ◽

Heavy Tailed ◽

Stochastic Em

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Cox proportional hazards survival regression in haplotype-based association analysis using the Stochastic-EM algorithm

European Journal of Human Genetics ◽

10.1038/sj.ejhg.5201238 ◽

2004 ◽

Vol 12 (11) ◽

pp. 971-974 ◽

Cited By ~ 47

Author(s):

D-A Tregouet ◽

L Tiret

Keyword(s):

Em Algorithm ◽

Association Analysis ◽

Proportional Hazards ◽

Cox Proportional Hazards ◽

Stochastic Em Algorithm ◽

Stochastic Em ◽

Survival Regression

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A simplified stochastic EM algorithm for cure rate model with negative binomial competing risks: An application to breast cancer data

Statistics in Medicine ◽

10.1002/sim.9189 ◽

2021 ◽

Author(s):

Suvra Pal

Keyword(s):

Breast Cancer ◽

Em Algorithm ◽

Competing Risks ◽

Negative Binomial ◽

Rate Model ◽

Breast Cancer Data ◽

Cure Rate ◽

Cancer Data ◽

Stochastic Em Algorithm ◽

Stochastic Em

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Stochastic EM algorithm for nonlinear state estimation with model uncertainties

10.1117/12.506603 ◽

2003 ◽

Cited By ~ 1

Author(s):

Amin Zia ◽

Thiagalingam Kirubarajan ◽

James P. Reilly ◽

Shahram Shirani

Keyword(s):

Em Algorithm ◽

State Estimation ◽

Model Uncertainties ◽

Stochastic Em Algorithm ◽

Nonlinear State Estimation ◽

Nonlinear State ◽

Stochastic Em

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