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IEEE control systems letters, ISSN 2475-1456, 07/2021, Volume 5, Issue 3, pp. 779 - 784
We present a distributed optimization protocol that preserves statistical privacy of agents' local cost functions against a passive adversary that corrupts... 
Privacy | Protocols | distributed optimization | Statistical privacy | Cost function | Probability distribution | Nickel | sensor networks | Communication networks | large-scale systems
Journal Article
IEEE control systems letters, ISSN 2475-1456, 04/2021, Volume 5, Issue 2, pp. 427 - 432
In this letter, we study the so-called \mathbf {p} -safety of a Markov chain. We say... 
computational methods | Stochastic systems | optimization algorithms | Markov processes | Generators | Probability distribution | numerical algorithms | Safety | Kernel | Optimization | Lyapunov methods
Journal Article
IEEE control systems letters, ISSN 2475-1456, 04/2021, Volume 5, Issue 2, pp. 577 - 582
This letter is concerned with the consensus analysis and control problems for a class of stochastic complex dynamical networks (SCDNs) that consists of a large... 
consensus control | Stochastic processes | Probability density function | Probabilistic logic | decentralised control | Complex systems | Fully probabilistic design | coupled stochastic complex systems
Journal Article
Journal of applied probability, ISSN 0021-9002, 03/2021, Volume 58, Issue 1
Extended gamma processes have been seen to be a flexible extension of standard gamma processes in the recent reliability literature, for cumulative... 
Probability | Mathematics
Journal Article
Mechanical systems and signal processing, ISSN 0888-3270, 02/2021, Volume 149, p. 107184
•P-box-based model is used to deal with multiple types of epistemic uncertainties.•Modified interval Monte Carlo method is derived to calculate the uncertain... 
Probability-box | Composite structural-acoustic system | Modified interval Monte Carlo method | Sparse Gegenbauer polynomial | Multiple types of epistemic uncertainties
Journal Article
Physica. E, Low-dimensional systems & nanostructures, ISSN 1386-9477, 02/2021, Volume 126, p. 114415
In this paper, we have firstly given the quantum probability current density of photon in one-dimensional photonic crystals with the quantum theory of photon.... 
Quantum probability current density | Electric field distribution | Photonic crystals | Zak phases
Journal Article
Mechanical systems and signal processing, ISSN 0888-3270, 02/2021, Volume 149, p. 107219
•A general Bayesian framework is developed for propagating imprecise probabilities.•Closed-form solutions are analytically derived for posterior... 
Epistemic uncertainty | Active learning | Uncertainty quantification | Gaussian process regression | Probabilistic integration | Imprecise probabilities | Bayesian inference
Journal Article
Mechanical systems and signal processing, ISSN 0888-3270, 02/2021, Volume 148, p. 107162
•A fully probabilistic multimodel approach for imprecise GSA is proposed.•This approach employs Bayesian multimodel inference to quantify uncertainties in... 
Global sensitivity analysis | Bayesian multimodel inference | Uncertainty quantification | Imprecise probability | Composite material | Importance sampling
Journal Article
Journal of international money and finance, ISSN 0261-5606, 02/2021, Volume 110, p. 102252
•First paper to use the IMF Taxonomy of Capital Flow Management Measures (CFMs).•Higher hazard rate in exiting a tranquil state to recalibrate CFMs on net... 
Net inflow measures | Net outflow measures | Institutional view | IMF | Capital controls | Hazard rates | CFMs | Duration models | Taxonomy of capital flow management | Survival probabilities | Capital flow management measures
Journal Article
Journal of petroleum science & engineering, ISSN 0920-4105, 01/2021, Volume 196, p. 107705
Tight sandstone gas reservoirs differ greatly in physical properties, and this kind of uncertainties severely set a limit to the steady production and... 
Physical parameters | Recovery evaluation model | Tight sandstone gas reservoirs | Interference probability | Well pattern optimization | Dynamic single-well control area (DSWCA)
Journal Article
Atmospheric research, ISSN 0169-8095, 01/2021, Volume 247, p. 105152
Heatwaves are multi-day periods of extremely high-temperature weather relative to a region's average conditions and are among the deadliest natural disasters.... 
Warming slowdown | Joint probability distribution | Heatwaves | Joint return period | China
Journal Article
IEEE transactions on power electronics, ISSN 0885-8993, 01/2021, Volume 36, Issue 1, pp. 1184 - 1192
Journal Article
Talanta (Oxford), ISSN 0039-9140, 01/2021, Volume 222, p. 121580
Feature detection is a crucial pre-processing step for high-resolution liquid chromatography-mass spectrometry (LC-MS) data analysis. Typical practices based... 
Deep learning | Probability | Compounds pattern | Pseudo color images | Feature detection | Liquid chromatography-mass spectrometry
Journal Article
Journal of statistical planning and inference, ISSN 0378-3758, 01/2021, Volume 210, pp. 53 - 63
We investigate predictive density estimation under the L2 Wasserstein loss for location families and location-scale families. We show that plug-in densities... 
Wasserstein distance | Shrinkage estimation | Optimal transport | Predictive density | BAYES MINIMAX ESTIMATORS | STATISTICS & PROBABILITY | VARIANCE | VECTORS
Journal Article
Journal of statistical planning and inference, ISSN 0378-3758, 01/2021, Volume 210, pp. 20 - 41
We study robust designs for generalized linear mixed models (GLMMs) with protections against possible departures from underlying model assumptions. Among... 
Logistic regression | Integrated mean squared error | Count data | Mixed model | Robust design | SEQUENTIAL DESIGNS | STATISTICS & PROBABILITY
Journal Article
Reliability engineering & system safety, ISSN 0951-8320, 01/2021, Volume 205, p. 107167
•An efficient scheme for reliability-based design optimization by integrating the probability density evolution method and the variance-based sensitivity... 
Reliability assessment | Probability density evolution method | Sliding implant-magnetic bearing | Base-isolated structure | Reliability-based design optimization | Variance-based sensitivity analysis
Journal Article
Journal of statistical planning and inference, ISSN 0378-3758, 01/2021, Volume 210, pp. 42 - 52
In a multiple testing setting, we consider testing n null hypotheses, denoted by H1,…,Hn, with the corresponding p-values Pi for each Hi. We propose a new... 
Benjamini–Hochberg procedure | Power-law distributions | Multiple testing | False non-discovery rate (FNR) | False discovery rate (FDR) | Scan procedure | FALSE DISCOVERY RATE | RATES | STATISTICS & PROBABILITY | Benjamini-Hochberg procedure | HIGHER CRITICISM
Journal Article
Journal of statistical planning and inference, ISSN 0378-3758, 01/2021, Volume 210, pp. 141 - 160
The matrix that transforms the response variable in a regression to its predicted value is commonly referred to as the hat matrix. The trace of the hat matrix... 
Trace | Irrelevant regressors | Goodness-of-fit | Bandwidth | Effective parameters | F-TESTS | COEFFICIENT | NONPARAMETRIC-ESTIMATION | STATISTICS & PROBABILITY | VARIANCE
Journal Article
Physica A, ISSN 0378-4371, 01/2021, Volume 561, p. 125148
Journal Article