Volume 12; Issue 1

2

Semi-parametric regression estimation of the tail index

Year:
2018
Language:
english
File:
PDF, 342 KB
english, 2018
3

Improved bounds for Square-Root Lasso and Square-Root Slope

Year:
2018
Language:
english
File:
PDF, 317 KB
english, 2018
4

Cluster analysis of longitudinal profiles with subgroups

Year:
2018
Language:
english
File:
PDF, 372 KB
english, 2018
8

Supervised multiway factorization

Year:
2018
Language:
english
File:
PDF, 976 KB
english, 2018
9

Variable screening for high dimensional time series

Year:
2018
Language:
english
File:
PDF, 483 KB
english, 2018
13

Robust boosting with truncated loss functions

Year:
2018
Language:
english
File:
PDF, 772 KB
english, 2018
14

High-dimensional inference for personalized treatment decision

Year:
2018
Language:
english
File:
PDF, 246 KB
english, 2018
19

Kernel estimation of extreme regression risk measures

Year:
2018
Language:
english
File:
PDF, 497 KB
english, 2018
20

A deconvolution path for mixtures

Year:
2018
Language:
english
File:
PDF, 740 KB
english, 2018
21

Community detection by $L_{0}$-penalized graph Laplacian

Year:
2018
Language:
english
File:
PDF, 582 KB
english, 2018
22

Stochastic heavy ball

Year:
2018
Language:
english
File:
PDF, 1.12 MB
english, 2018
23

New FDR bounds for discrete and heterogeneous tests

Year:
2018
Language:
english
File:
PDF, 504 KB
english, 2018
30

Inference for heavy tailed stationary time series based on sliding blocks

Year:
2018
Language:
english
File:
PDF, 538 KB
english, 2018
31

Modified sequential change point procedures based on estimating functions

Year:
2018
Language:
english
File:
PDF, 730 KB
english, 2018
33

Locally stationary functional time series

Year:
2018
Language:
english
File:
PDF, 4.02 MB
english, 2018
36

Uniformly valid confidence sets based on the Lasso

Year:
2018
Language:
english
File:
PDF, 616 KB
english, 2018
38

Slice inverse regression with score functions

Year:
2018
Language:
english
File:
PDF, 509 KB
english, 2018
39

A nearest neighbor estimate of the residual variance

Year:
2018
Language:
english
File:
PDF, 280 KB
english, 2018
41

Exact post-selection inference for the generalized lasso path

Year:
2018
Language:
english
File:
PDF, 1.57 MB
english, 2018
43

Selection by partitioning the solution paths

Year:
2018
Language:
english
File:
PDF, 580 KB
english, 2018
44

Common price and volatility jumps in noisy high-frequency data

Year:
2018
Language:
english
File:
PDF, 860 KB
english, 2018
46

Normalizing constants of log-concave densities

Year:
2018
Language:
english
File:
PDF, 565 KB
english, 2018
47

High dimensional efficiency with applications to change point tests

Year:
2018
Language:
english
File:
PDF, 782 KB
english, 2018
49

Bayesian inference for spectral projectors of the covariance matrix

Year:
2018
Language:
english
File:
PDF, 627 KB
english, 2018
53

Empirical evolution equations

Year:
2018
Language:
english
File:
PDF, 573 KB
english, 2018
56

Improved classification rates under refined margin conditions

Year:
2018
Language:
english
File:
PDF, 396 KB
english, 2018
57

Dimension reduction-based significance testing in nonparametric regression

Year:
2018
Language:
english
File:
PDF, 454 KB
english, 2018