期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 215 ()
A generalized spiked Fisher matrix is considered in this paper. We establish a criterion for the description of the support of the limiting spectral d......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 215 ()
This paper is concerned with testing the second-order stationarity of a time series. By using a blockwise scheme, the test is transformed to compare l......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 215 ()
The research in this paper gives a systematic investigation of the asymptotic be-haviors of four inverse probability weighting (IPW)-based estimators ......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 215 ()
Phase II clinical trials in oncology are used to initially evaluate the therapeutic efficacy of a new treatment. In the past, the total response was a......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 215 ()
Strong orthogonal arrays enjoy more attractive space-filling properties than ordinary orthogonal arrays for computer experiments. In this paper, we pr......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 213 ()
This paper rigorously studies large sample properties of a surrogate L-0 penalization method via iteratively performing reweighted L-2 penalized regre......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 210 ()
The functional linear quantile regression model is widely used to characterize the relationship between a scalar response and a functional covariate. ......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 212 ()
This paper extends the principal component analysis (PCA) to moderately non-stationary vector time series. We propose a method that searches for a lin......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 212 ()
When estimating the average causal effect in observational studies, researchers have to tackle both self-selection of treatment and outcome modeling. ......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 212 ()
In this paper, the problem of simultaneously testing mean vector and covariance matrix of one-sample population is investigated in high-dimensional se......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 212 ()
In this paper, a new hidden logistic regression model, i.e., the variant of the parallel regression model, is developed to study the relationship betw......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 212 ()
We introduce a nonparametric measure to quantify the degree of heteroskedasticity at a fixed quantile of the conditional distribution of a random vari......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 212 ()
This paper proposes a three-step method for detecting multiple structural breaks for piecewise stationary vector autoregressive processes. The number ......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 213 ()
High-dimensional data are frequently encountered with the development of modern data collection techniques. Testing the equality of the mean vectors o......
期刊： JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021; 213 ()
For designs of computer experiments, column-orthogonality and space-filling property are two desirable properties. In this paper, we develop methods f......
