Two-stage estimation and simultaneous confidence band in partially nonlinear additive model
Sign Up to like & getrecommendations! Published in 2021 at "Metrika"
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
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Applied Statistics"
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
Simultaneous confidence intervals for all pairwise comparisons of the means of delta-lognormal distributions with application to rainfall data
Sign Up to like & getrecommendations! Published in 2021 at "PLoS ONE"
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
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