Found 35 Documents (Results 1–35)
Sequentially guided MCMC proposals for synthetic likelihoods and correlated synthetic likelihoods. (English) Zbl 07810211
MSC:
62-XX
Bayesian inference using synthetic likelihood: asymptotics and adjustments. (English) Zbl 07784948
MSC:
62-XX
On graphical models and convex geometry. (English) Zbl 07737940
MSC:
62-08
GEE-assisted variable selection for latent variable models with multivariate binary data. (English) Zbl 07707237
MSC:
62-XX
Multivariate Kruska-Wallis tests based on principal component score and latent source of independent component analysis. (English) Zbl 1521.62087
Efficient Bayesian synthetic likelihood with whitening transformations. (English) Zbl 07546459
MSC:
62-XX
MEWMA charts when parameters are estimated with applications in gene expression and bimetal thermostat monitoring. (English) Zbl 07480667
MSC:
62-XX
High-dimensional covariance matrix estimation. (English) Zbl 07909786
MSC:
62-08
On parameter estimation for high dimensional errors-in-variables models. (English) Zbl 1455.62056
Maciak, Matúš (ed.) et al., Analytical methods in statistics. AMISTAT. Proceedings of the workshop, Liberec, Czech Republic, September 16–19, 2019. Cham: Springer. Springer Proc. Math. Stat. 329, 143-156 (2020).
The spectral condition number plot for regularization parameter evaluation. (English) Zbl 1482.62016
Pairwise directions estimation for multivariate response regression data. (English) Zbl 07193752
MSC:
62-XX
Estimation of covariance and precision matrix, network structure, and a view toward systems biology. (English) Zbl 07914939
MSC:
62-08
Improving the detection of unusual observations in high-dimensional settings. (English) Zbl 1381.62076
Ridge estimation of inverse covariance matrices from high-dimensional data. (English) Zbl 1466.62204
MSC:
62-08
Computationally efficient banding of large covariance matrices for ordered data and connections to banding the inverse Cholesky factor. (English) Zbl 1292.62082
Fast forward selection for generalized estimating equations with a large number of predictor variables. (English) Zbl 1419.62177
Regularized multivariate regression models with skew-\(t\) error distributions. (English) Zbl 1285.62073
A nondegenerate penalized likelihood estimator for variance parameters in multilevel models. (English) Zbl 1288.62178
MSC:
62P15
Two-step hypothesis testing when the number of variables exceeds the sample size. (English) Zbl 1347.62090
Shrinkage-based regularization tests for high-dimensional data with application to gene set analysis. (English) Zbl 1328.62356
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