The Journal of Statistical Planning and Inference offers itself as a multifaceted and all-inclusive bridge between classical aspects of statistics and probability, and the emerging interdisciplinary aspects that have a potential of revolutionizing the subject. While we maintain our traditional strength in statistical inference, design, classical probability, and large sample methods, we also have a far more inclusive and broadened scope to keep up with the new problems that confront us as statisticians, mathematicians, and scientists.We publish high quality articles in all branches of statistics, probability, discrete mathematics, machine learning, and bioinformatics. We also especially welcome well written and up to date review articles on fundamental themes of statistics, probability, machine learning, and general biostatistics. Thoughtful letters to the editors, interesting problems in need of a solution, and short notes carrying an element of elegance or beauty are equally welcome.
《统计规划和推理杂志》是一个多方面的、包罗万象的桥梁，它将统计学和概率的经典方面与新兴的、有可能使这一学科发生革命性变化的跨学科方面联系起来。我们在统计推断、设计、经典概率和大样本方法方面保持了传统优势，同时我们也拥有更广泛的包容性和更广阔的视野，以跟上我们作为统计学家、数学家和科学家所面临的新问题。我们在统计学、概率、离散数学、机器学习和生物信息学的所有分支发表高质量的文章。我们也特别欢迎关于统计学、概率、机器学习和一般生物统计学的基本主题的优秀的和最新的评论文章。给编辑的体贴的信件、需要解决的有趣问题以及带有优雅或美丽元素的简短笔记同样受欢迎。
Optimality of training/test size and resampling effectiveness in cross-validation
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.07.005
Equality tests of high-dimensional covariance matrices under the strongly spiked eigenvalue model
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2019.02.002
Regression imputation in the functional linear model with missing values in the response
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.12.004
A Kalman filter method for estimation and prediction of space–time data with an autoregressive structure
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2019.03.005
Jackknife empirical likelihood methods for Gini correlations and their equality testing
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/j.jspi.2018.05.004
Penalized Empirical Likelihood for the Sparse Cox Regression Model.
来源期刊：Journal of statistical planning and inferenceDOI：10.1016/J.JSPI.2018.12.001
Locally optimal designs for gamma models
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2019.04.002
Tangency portfolio weights for singular covariance matrix in small and large dimensions : estimation and test theory
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.11.003
A nonparametric approach to identify age, time, and cohort effects
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/j.jspi.2019.04.009
Multistage acceptance sampling under nonparametric dependent sampling designs
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.05.006
A class of general adjusted maximum likelihood methods for desirable mean squared error estimation of EBLUP under the Fay–Herriot small area model
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.07.006
Quasi-Newton algorithm for optimal approximate linear regression design: Optimization in matrix space
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.03.005
A fast algorithm for optimizing ridge parameters in a generalized ridge regression by minimizing a model selection criterion
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/j.jspi.2019.04.010
Uniform distributions and random variate generation over generalized lp balls and spheres
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.09.001
Moment matching priors for non-regular models
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2019.03.009
A feasible high dimensional randomization test for the mean vector
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.06.003
Consistent model check of errors-in-variables varying-coefficient model with auxiliary variable
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.03.002
Tracking for parameter and state estimation in possibly misspecified partially observed linear Ordinary Differential Equations
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.06.005
On consistency of the MLE under finite mixtures of location-scale distributions with a structural parameter
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.05.003
A nonparametric spectral domain test of spatial isotropy
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/j.jspi.2019.05.005
Skew-normal partial functional linear model and homogeneity test
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/j.jspi.2019.05.001
On the effect of ignoring correlation in the covariates when fitting linear mixed models
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/j.jspi.2019.04.001
Bayesian optimality for Beran’s class of tests of uniformity around the circle
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.03.006
A review of Gaussian Markov models for conditional independence
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/j.jspi.2019.09.008
A new efficient MEP.1 series for 2f factorial experiments
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.03.007
Semiparametric inference for an extended geometric failure rate reduction model
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.05.002
General local rank estimation for single-index varying coefficient models
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2019.01.005
Optimal fractional factorial split-plot designs when the whole plot factors are important
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.05.001
Least squares estimation of a completely monotone pmf: From Analysis to Statistics
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/j.jspi.2019.04.006
Generalized frailty models for analysis of recurrent events
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.10.002
Marginal distribution test for checking proportional hazards model assumption
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.11.004
Estimation of conditional quantiles from data with additional measurement errors
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.09.013
On multiple-objective optimal designs
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.09.007
Weighted-averaging estimator for possible threshold in segmented linear regression model
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.09.008
Pseudo-observations under covariate-dependent censoring
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2019.02.003
A construction of the fourth order rotatable designs invariant under the hyperoctahedral group
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.09.005
R-optimality criterion for regression models with asymmetric errors
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.07.008
Computational and statistical analyses for robust non-convex sparse regularized regression problem
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.11.001
Estimating heterogeneity variances to select a random effects model
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.12.003
Group sequential BH and its adaptive versions controlling the FDR
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.07.001
An approximate multivariate asymptotic expansion-based test for population bioequivalence
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.09.006
A scalable nonparametric specification testing for massive data
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.09.012
Matching information from two independent informative samples
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2019.03.001
Spectral parameterization for linear mixed models applied to confounding of fixed effects by random effects
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.09.004
Directional regression for functional data
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/j.jspi.2019.03.011
Sure independence screening in ultrahigh dimensional generalized additive models
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.04.004
Modified path algorithm of fused Lasso signal approximator for consistent recovery of change points
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.10.003
Quantile regression and variable selection for partially linear single-index models with missing censoring indicators
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/j.jspi.2019.04.008
Loss function, unbiasedness, and optimality of Gaussian graphical model selection
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/J.JSPI.2018.11.002
De-aliasing in two-level factorial designs: A Bayesian approach
来源期刊：Journal of Statistical Planning and InferenceDOI：10.1016/j.jspi.2019.03.002
