Real-Time Regression Analysis of Streaming Clustered Data With Possible Abnormal Data Batches
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Publication:6077590
DOI10.1080/01621459.2022.2026778arXiv2106.15794MaRDI QIDQ6077590
Peter X.-K. Song, Lan Luo, Ling Zhou
Publication date: 18 October 2023
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2106.15794
online learninggeneralized estimating equationquadratic inference functionincremental statistical analysisspark computing platformabnormal data batch detection
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Cites Work
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- Large Sample Properties of Generalized Method of Moments Estimators
- Longitudinal data analysis using generalized linear models
- Improving generalised estimating equations using quadratic inference functions
- Efficient estimation for longitudinal data by combining large-dimensional moment conditions
- A note on improving quadratic inference functions using a linear shrinkage approach
- Sequential detection of a change in a normal mean when the initial value is unknown
- Logarithmic regret algorithms for online convex optimization
- Inference functions and quadratic score tests
- Asymptotic and finite-sample properties of estimators based on stochastic gradients
- Efficient recursive estimation. Application to estimating the parameters of a covariance function
- Correlated data analysis: modeling, analytics, and applications
- Likelihood Ratio Identities and Their Applications to Sequential Analysis
- Models for Longitudinal Data: A Generalized Estimating Equation Approach
- Scalable statistical inference for averaged implicit stochastic gradient descent
- Assessing robustness of generalised estimating equations and quadratic inference functions
- A nonparametric exponentially weighted moving average control scheme
- Nonparametric quality control charts based on the sign statistic
- Renewable Estimation and Incremental Inference in Generalized Linear Models with Streaming Data Sets
- On Optimum Methods in Quickest Detection Problems
- Determination of A. R. L. and a Contour Nomogram for Cusum Charts to Control Normal Mean
- A Stochastic Approximation Method
- CONTINUOUS INSPECTION SCHEMES
