3 citations · 11 across the 11 of their papers we have counts for
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stat.ME2019★ 2 cited
Convergent stochastic algorithm for parameter estimation in frailty models using integrated partial likelihood
Oodally Ajmal, Luc Duchateau, Estelle Kuhn
Frailty models are often the model of choice for heterogeneous survival data. A frailty model contains both random effects and fixed effects, with the random effects accommodating…
stat.ME2019★ 3 cited
Estimating Fisher Information Matrix in Latent Variable Models based on the Score Function
Maud Delattre, Estelle Kuhn
The Fisher information matrix (FIM) is a key quantity in statistics as it is required for example for evaluating asymptotic precisions of parameter estimates, for computing test st…
stat.CO2019★ 1 cited
Properties of the Stochastic Approximation EM Algorithm with Mini-batch Sampling
Tabea Rebafka, Estelle Kuhn, Catherine Matias
To deal with very large datasets a mini-batch version of the Monte Carlo Markov Chain Stochastic Approximation Expectation-Maximization algorithm for general latent variable models…