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Optimal designs for homoscedastic functional polynomial measurement error models

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2021; 105 (3)

This paper considers the construction of optimal designs for homoscedastic functional polynomial measurement error models. The general equivalence the......

Unified approach for regression models with nonmonotone missing at random data

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2021; 105 (1)

Unified approach (Chen and Chen in J R Stat Soc B 62(3):449-460, 2000) uses a working regression model to extract information from auxiliary variables......

Bayesian sensitivity analysis to unmeasured confounding for misclassified data

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2020; 104 (4)

Bayesian sensitivity analysis of unmeasured confounding is proposed for observational data with misclassified outcome. The approach simultaneously cor......

Self-excited hysteretic negative binomial autoregression

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2020; 104 (3)

This paper studies an observation-driven model for time series of counts, in which the observations are supposed to follow a negative binomial distrib......

Penalized empirical likelihood for partially linear errors-in-variables models

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2020; 104 (4)

In this paper, we study penalized empirical likelihood for parameter estimation and variable selection in partially linear models with measurement err......

SIMEX estimation for single-index model with covariate measurement error

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2019; 103 (1)

In this paper, we consider the single-index measurement error model with mismeasured covariates in the nonparametric part. To solve the problem, we de......

JIF:1.05

Estimation and variable selection for partial functional linear regression

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2019; 103 (4)

We propose a new estimation procedure for estimating the unknown parameters and function in partial functional linear regression. The asymptotic distr......

JIF:1.05

Whittle-type estimation under long memory and nonstationarity

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 0; ()

We consider six variants of (local) Whittle estimators of the fractional order of integration d. They follow a limiting normal distribution under stat......

Strong and weak consistency of LS estimators in the EV regression model with negatively superadditive-dependent errors

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2018; 102 (1)

In this paper, the strong laws of large numbers for partial sums and weighted sums of negatively superadditive-dependent (NSD, in short) random variab......

JIF:1.05

An exact method for the multiple comparison of several polynomial regression models with applications in dose-response study

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2018; 102 (3)

Research on the multiple comparison during the past 60 years or so has focused mainly on the comparison of several population means. Spurrier (J Am St......

JIF:1.05

First-order random coefficients integer-valued threshold autoregressive processes

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2018; 102 (3)

In this paper, we introduce a first-order random coefficient integer-valued threshold autoregressive process, which is based on binomial thinning. Bas......

JIF:1.05

Weighted quantile regression and testing for varying-coefficient models with randomly truncated data

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2018; 102 (4)

This paper develops a varying-coefficient approach to the estimation and testing of regression quantiles under randomly truncated data. In order to ha......

JIF:1.05

Smoothed empirical likelihood for quantile regression models with response data missing at random

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2017; 101 (1)

This paper studies smoothed quantile linear regression models with response data missing at random. Three smoothed quantile empirical likelihood ratio......

JIF:0.64

Minimum volume confidence sets for parameters of normal distributions

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2017; 101 (3)

Under a proper restriction, we establish the minimum volume confidence set (interval and region) for parameter of any normal distribution. Compared wi......

JIF:0.64

Flexible clustering via extended mixtures of common t-factor analyzers

期刊: ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2017; 101 (3)

Mixtures of t-factor analyzers have been broadly used for model-based density estimation and clustering of high-dimensional data from a heterogeneous ......

JIF:0.64

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