Quantile-distribution functions and their use for classification, with application to naïve Bayes classifiers Edoardo RedivoCinzia ViroliAlessio Farcomeni Original Paper Open access 24 March 2023 Article: 55
Fast Bayesian inference of block Nearest Neighbor Gaussian models for large data Zaida C. QuirozMarcos O. PratesH.åvard Rue Original Paper 23 March 2023 Article: 54
Maximum softly-penalized likelihood for mixed effects logistic regression Philipp SterzingerIoannis Kosmidis Original Paper Open access 16 March 2023 Article: 53
Subgraph nomination: query by example subgraph retrieval in networks Al-Fahad Al-QadhiCarey E. PriebeVince Lyzinski Original Paper 06 March 2023 Article: 52
A stochastic approximation ECME algorithm to semi-parametric scale mixtures of centred skew normal regression models João Victor B. de FreitasCaio L. N. AzevedoJuvêncio S. Nobre Original Paper 06 March 2023 Article: 51
A new flexible Bayesian hypothesis test for multivariate data Iván GutiérrezLuis GutiérrezDanilo Alvares Original Paper 06 March 2023 Article: 50
Multi-index antithetic stochastic gradient algorithm Mateusz B. MajkaMarc Sabate-VidalesŁukasz Szpruch Original Paper Open access 03 March 2023 Article: 49
Fitting Matérn smoothness parameters using automatic differentiation Christopher J. GeogaOana MarinMichael L. Stein OriginalPaper 28 February 2023 Article: 48
Unbalanced distributed estimation and inference for the precision matrix in Gaussian graphical models Ensiyeh NezakatiEugen Pircalabelu Original Paper 25 February 2023 Article: 47
Statistical depth in abstract metric spaces Gery GeenensAlicia Nieto-ReyesGiacomo Francisci Original Paper Open access 23 February 2023 Article: 46
Adaptive step size rules for stochastic optimization in large-scale learning Zhuang YangLi Ma Original Paper 20 February 2023 Article: 45
Stochastic variational inference for scalable non-stationary Gaussian process regression Ionut PaunDirk HusmeierColin J. Torney Original Paper Open access 17 February 2023 Article: 44
Beyond homophilic dyadic interactions: the impact of network formation on individual outcomes Huibin WengOlivier Parent Original Paper 16 February 2023 Article: 43
On predictive inference for intractable models via approximate Bayesian computation Marko JärvenpääJukka Corander OriginalPaper Open access 09 February 2023 Article: 42
A SUR version of the Bichon criterion for excursion set estimation Clément DuhamelCéline HelbertDelphine Sinoquet Original Paper 04 February 2023 Article: 41
State-dependent importance sampling for estimating expectations of functionals of sums of independent random variables Eya Ben AmarNadhir Ben RachedRaúl Tempone Original Paper Open access 04 February 2023 Article: 40
Adaptation of the tuning parameter in general Bayesian inference with robust divergence Shouto YonekuraShonosuke Sugasawa Original Paper Open access 04 February 2023 Article: 39
De-noising boosting methods for variable selection and estimation subject to error-prone variables Li-Pang Chen Original Paper 04 February 2023 Article: 38
Probabilistic time series forecasts with autoregressive transformation models David RügamerPhilipp F. M. BaumannTorsten Hothorn Original Paper Open access 04 February 2023 Article: 37
A fast epigraph and hypograph-based approach for clustering functional data Belén PulidoAlba M. Franco-PereiraRosa E. Lillo Original Paper Open access 04 February 2023 Article: 36
