20 citations · 42 across the 6 of their papers we have counts for
6 papers
Quick Adaptive Ternary Segmentation: An Efficient Decoding Procedure For Hidden Markov Models
Alexandre Mösching, Housen Li, Axel Munk
Hidden Markov models (HMMs) are characterized by an unobservable Markov chain and an observable process -- a noisy version of the hidden chain. Decoding the original signal from th…
On Stochastic Orders and Total Positivity
Lutz Duembgen, Alexandre Moesching
The usual stochastic order and the likelihood ratio order between probability distributions on the real line are reviewed in full generality. In addition, for the distribution of a…
Estimation of a Likelihood Ratio Ordered Family of Distributions
Alexandre Mösching, Lutz Duembgen
Consider bivariate observations with unknown conditional distributions of , given that . The goal is…
Accelerating the pool-adjacent-violators algorithm for isotonic distributional regression
Alexander Henzi, Alexandre Moesching, Lutz Duembgen
In the context of estimating stochastically ordered distribution functions, the pool-adjacent-violators algorithm (PAVA) can be modified such that the computation times are reduced…
Monotone Least Squares and Isotonic Quantiles
Alexandre Mösching, Lutz Duembgen
We consider bivariate observations such that, conditional on the , the are independent random variables with distribution functions $F_{X_…
Active set algorithms for estimating shape-constrained density ratios
Lutz Duembgen, Alexandre Moesching, Christof Straehl
In many instances, imposing a constraint on the shape of a density is a reasonable and flexible assumption. It offers an alternative to parametric models which can be too rigid and…