Two-stage estimation and simultaneous confidence band in partially nonlinear additive model
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DOI: 10.1007/s00184-021-00808-3
Abstract: In this paper, we focus on the estimation and inference in partially nonlinear additive model on which few research was conducted to our best knowledge. By integrating spline approximation and local smoothing, we propose a… read more here.
Keywords: nonlinear additive; confidence; partially nonlinear; additive model ... See more keywords
Simultaneous confidence intervals of estimable functions based on quasi-likelihood in generalized linear models for over-dispersed data
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2020.1807548
Abstract: Two major problems besetting count data analysis in multiple comparisons are over-dispersion and violation of distributional assumptions of real data. In this article, we describe the simultaneous confidence interval method to inference a collection of… read more here.
Keywords: simultaneous confidence; based quasi; estimable functions; generalized linear ... See more keywords
Simultaneous confidence bands for restricted logistic regression models
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DOI: 10.1080/02664763.2016.1238056
Abstract: ABSTRACT The hyperbolic confidence bands for one logistic regression model with restricted predictors have been considered in the statistical literature. At times, one wishes to construct simultaneous confidence bands for comparing several logistic regression models.… read more here.
Keywords: simultaneous confidence; logistic regression; confidence; regression models ... See more keywords
Simultaneous confidence interval methods for analytical similarity assessment
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Biopharmaceutical Statistics"
DOI: 10.1080/10543406.2019.1657142
Abstract: ABSTRACT In analytical similarity assessment of a biosimilar product, key quality attributes of the test and reference products need to be shown statistically similar. When there were multiple references, similarity among the reference products is… read more here.
Keywords: simultaneous confidence; similarity assessment; similarity; analytical similarity ... See more keywords
Informative simultaneous confidence intervals for graphical test procedures.
Sign Up to like & getrecommendations! Published in 2024 at "Statistical methods in medical research"
DOI: 10.1177/09622802251393666
Abstract: Simultaneous confidence intervals that are compatible with a given closed test procedure are often non-informative. More precisely, for a one-sided null hypothesis, the bound of the simultaneous confidence interval can stick to the border of… read more here.
Keywords: informative simultaneous; graphical test; confidence intervals; simultaneous confidence ... See more keywords
Simultaneous confidence intervals for all pairwise comparisons of the means of delta-lognormal distributions with application to rainfall data
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DOI: 10.1371/journal.pone.0253935
Abstract: Natural disasters such as flooding and landslides are important unexpected events during the rainy season in Thailand, and how to direct action to avoid their impacts is the motivation behind this study. The differences between… read more here.
Keywords: simultaneous confidence; pairwise comparisons; means delta; confidence ... See more keywords
The Simultaneous Confidence Interval for the Ratios of the Coefficients of Variation of Multiple Inverse Gaussian Distributions and Its Application to PM2.5 Data
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DOI: 10.3390/sym16030331
Abstract: : Due to slash/burn agricultural activity and frequent forest fires, PM 2.5 has become a significant air pollution problem in Thailand, especially in the north and north east regions. Since its dispersion differs both spatially… read more here.
Keywords: inverse gaussian; interval ratios; confidence interval; simultaneous confidence ... See more keywords
SIMULTANEOUS CONFIDENCE BANDS FOR MEAN AND VARIANCE FUNCTIONS BASED ON DETERMINISTIC DESIGN
Sign Up to like & getrecommendations! Published in 2019 at "Statistica Sinica"
DOI: 10.5705/ss.202017.0033
Abstract: Asymptotically correct simultaneous confidence bands (SCBs) are proposed for the mean and variance functions of a nonparametric regression model based on deterministic designs. The variance estimation is as efficient, up to order n−1/2, as an… read more here.
Keywords: variance; based deterministic; confidence bands; mean variance ... See more keywords