Results 91 to 100 of about 25,247 (168)
Post-selection inference for causal effects after causal discovery. [PDF]
Chang TH, Guo Z, Malinsky D.
europepmc +1 more source
Flexible Bayesian Inference for Identifying Significantly Correlated Multiple Pathway Sets
ABSTRACT In this paper, we propose a flexible Bayesian inference to identify significantly correlated high‐dimensional functions with the response variable, which is challenging because the relationship between the response variable and high‐dimensional functions is unknown and complex due to the dependence among high‐dimensional functions. For example,
PhilGeun Jin, Youngho Yun, Inyoung Kim
wiley +1 more source
TAN-FGBMLE: Tree-Augmented Naive Bayes Structure Learning Based on Fast Generative Bootstrap Maximum Likelihood Estimation for Continuous-Variable Classification. [PDF]
Wei C, Zhang T, Li C, Wang P, Ye Z.
europepmc +1 more source
On Window Mean Survival Time With Interval‐Censored Data
ABSTRACT In recent years, cancer clinical trials have increasingly encountered non proportional hazards (NPH) scenarios, particularly with the emergence of immunotherapy. In randomized controlled trials comparing immunotherapy with conventional chemotherapy or placebo, late difference and early crossing survival curves scenarios are commonly observed ...
Takuto Iijima +2 more
wiley +1 more source
Commentary: Diagnostic utility of hematological and biochemical markers for cystic echinococcosis in Tibetan patients of Sichuan, China. [PDF]
Jiang QB, Zhang GM.
europepmc +1 more source
Bayesian Adaptive Polynomial Chaos Expansions
ABSTRACT Polynomial chaos expansions (PCEs) are widely used for uncertainty quantification (UQ) tasks, particularly in the applied mathematics community. However, PCE has received comparatively less attention in the statistics literature, and fully Bayesian formulations remain rare—especially with implementations in R.
Kellin N. Rumsey +4 more
wiley +1 more source
Peer Reporting: Sampling Design and Unbiased Estimates. [PDF]
Wen K, Mou J, Lu X.
europepmc +1 more source
Abstract National and international regulations enforce monitoring programmes of water quality to guide management actions of inland water ecosystems. Our study evaluates the effect of spectral and spatial resolutions on the estimation of chlorophyll‐a concentrations in mountain lakes, and derives implications for addressing the adjacency effect, which
J. Llodrà‐Llabrés +5 more
wiley +1 more source
Inference for Deep Neural Network Estimators in Generalized Nonparametric Models. [PDF]
Meng X, Li Y.
europepmc +1 more source
ABSTRACT Vancomycin is commonly used to treat Staphylococcus aureus infections. In critically ill patients receiving continuous renal replacement therapy (CRRT), adsorptive membranes like oXiris may alter drug pharmacokinetics. This retrospective study developed a population pharmacokinetics (PopPK) model using MonolixSuite software, incorporating ...
Chidtawan Hirunsomboon +4 more
wiley +1 more source

