Statistics and Its Interface

0.6(top 50%)

impact factor

774(top 20%)

papers

6.2K(top 20%)

citations

30(top 20%)

h-index

0.6(top 50%)

impact factor

803

all documents

6.9K

doc citations

67(top 20%)

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Top Articles

#	Title	Journal	Year	Citations
1	Multi-class AdaBoost	Statistics and Its Interface	2009	1,170
2	Conceptual issues concerning mediation, interventions and composition	Statistics and Its Interface	2009	500
3	Statistical methods with varying coefficient models	Statistics and Its Interface	2008	321
4	Threshold autoregression in economics	Statistics and Its Interface	2011	188
5	Penalized methods for bi-level variable selection	Statistics and Its Interface	2009	180
6	Threshold models in time series analysis — 30 years on	Statistics and Its Interface	2011	126
7	A review on singular spectrum analysis for economic and financial time series	Statistics and Its Interface	2010	120
8	On the choice of parameters in singular spectrum analysis and related subspace-based methods	Statistics and Its Interface	2010	109
9	Aggregated estimating equation estimation	Statistics and Its Interface	2011	92
10	Statistical methods and computing for big data	Statistics and Its Interface	2016	72
11	Asymptotic theory for stationary processes	Statistics and Its Interface	2011	72
12	A cocktail algorithm for solving the elastic net penalized Cox’s regression in high dimensions	Statistics and Its Interface	2013	71
13	Group variable selection via a hierarchical lasso and its oracle property	Statistics and Its Interface	2010	68
14	Spot volatility estimation for high-frequency data	Statistics and Its Interface	2008	65
15	Search for the smallest random forest	Statistics and Its Interface	2009	65
16	Computation- and space-efficient implementation of SSA	Statistics and Its Interface	2010	63
17	A review of statistical methods for protein identification using tandem mass spectrometry	Statistics and Its Interface	2012	60
18	Stepwise multiple quantile regression estimation using non-crossing constraints	Statistics and Its Interface	2009	58
19	Nonparametric estimation of the dependence of a spatial point process on spatial covariates	Statistics and Its Interface	2012	58
20	A mixed ordinal location scale model for analysis of ecological momentary assessment (EMA) data	Statistics and Its Interface	2009	52
21	Adaptive spatial smoothing of fMRI images	Statistics and Its Interface	2010	50
22	A review of threshold time series models in finance	Statistics and Its Interface	2011	47
23	Cosine series representation of 3D curves and its application to white matter fiber bundles in diffusion tensor imaging	Statistics and Its Interface	2010	45
24	Singular Spectrum Analysis for time series: Introduction to this special issue	Statistics and Its Interface	2010	45
25	Singular spectrum analysis for image processing	Statistics and Its Interface	2010	45
26	A penalized maximum likelihood approach to sparse factor analysis	Statistics and Its Interface	2010	41
27	Analyzing LC-MS/MS data by spectral count and ion abundance: two case studies	Statistics and Its Interface	2012	40
28	Inference for volatility-type objects and implications for hedging	Statistics and Its Interface	2008	40
29	$L$-functions, processes, and statistics in measuring economic inequality and actuarial risks	Statistics and Its Interface	2009	40
30	Variations of singular spectrum analysis for separability improvement: non-orthogonal decompositions of time series	Statistics and Its Interface	2015	39
31	Bayesian variable selection in quantile regression	Statistics and Its Interface	2013	36
32	Functional regular variations, Pareto processes and peaks over threshold	Statistics and Its Interface	2015	36
33	A quantile parametric mixed regression model for bounded response variables	Statistics and Its Interface	2017	36
34	Extracting fetal heart signal from noisy maternal ECG by multivariate singular spectrum analysis	Statistics and Its Interface	2010	35
35	A new Bayesian lasso	Statistics and Its Interface	2014	33
36	Lipschitz optimization methods for fitting a sum of damped sinusoids to a series of observations	Statistics and Its Interface	2017	32
37	The beta transmuted-H family for lifetime data	Statistics and Its Interface	2017	32
38	Cadzow’s basic algorithm, alternating projections and singular spectrum analysis	Statistics and Its Interface	2010	30
39	SSA of biomedical signals: A linear invariant systems approach	Statistics and Its Interface	2010	30
40	Quantile regression in linear mixed models: a stochastic approximation EM approach	Statistics and Its Interface	2017	30
41	The Bayesian covariance lasso	Statistics and Its Interface	2013	29
42	Optimal bandwidth selection for semi-recursive kernel regression estimators	Statistics and Its Interface	2016	28
43	Practical consideration of genotype imputation: Sample size, window size, reference choice, and untyped rate	Statistics and Its Interface	2011	26
44	On consistency and robustness properties of support vector machines for heavy-tailed distributions	Statistics and Its Interface	2009	25
45	A joint model of longitudinal and competing risks survival data with heterogeneous random effects and outlying longitudinal measurements	Statistics and Its Interface	2010	25
46	LASSO-Patternsearch algorithm with application to ophthalmology and genomic data	Statistics and Its Interface	2008	24
47	Perturbation expansions of signal subspaces for long signals	Statistics and Its Interface	2010	24
48	Protein quantitation using iTRAQ: Review on the sources of variations and analysis of nonrandom missingness	Statistics and Its Interface	2012	24
49	Futility stopping in clinical trials	Statistics and Its Interface	2012	24
50	Coupling the SAEM algorithm and the extended Kalman filter for maximum likelihood estimation in mixed-effects diffusion models	Statistics and Its Interface	2013	24

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