Volume 12; Issue 1

The Annals of Applied Statistics

Volume 12; Issue 1

1

Multivariate integer-valued time series with flexible autocovariances and their application to major hurricane counts

Livsey, James, Lund, Robert, Kechagias, Stefanos, Pipiras, Vladas

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 532 KB

english, 2018

2

Extreme value modelling of water-related insurance claims

Rohrbeck, Christian, Eastoe, Emma F., Frigessi, Arnoldo, Tawn, Jonathan A.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 682 KB

english, 2018

3

Time-varying extreme value dependence with application to leading European stock markets

Castro-Camilo, Daniela, de Carvalho, Miguel, Wadsworth, Jennifer

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 2.20 MB

english, 2018

4

Phenomenological forecasting of disease incidence using heteroskedastic Gaussian processes: A dengue case study

Johnson, Leah R., Gramacy, Robert B., Cohen, Jeremy, Mordecai, Erin, Murdock, Courtney, Rohr, Jason, Ryan, Sadie J., Stewart-Ibarra, Anna M., Weikel, Daniel

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 777 KB

english, 2018

5

Spatial capture–recapture with partial identity: An application to camera traps

Augustine, Ben C., Royle, J. Andrew, Kelly, Marcella J., Satter, Christopher B., Alonso, Robert S., Boydston, Erin E., Crooks, Kevin R.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 1.04 MB

english, 2018

6

Automated threshold selection for extreme value analysis via ordered goodness-of-fit tests with adjustment for false discovery rate

Bader, Brian, Yan, Jun, Zhang, Xuebin

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 683 KB

english, 2018

7

A phylogenetic scan test on a Dirichlet-tree multinomial model for microbiome data

Tang, Yunfan, Ma, Li, Nicolae, Dan L.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 429 KB

english, 2018

8

Covariate balancing propensity score for a continuous treatment: Application to the efficacy of political advertisements

Fong, Christian, Hazlett, Chad, Imai, Kosuke

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 304 KB

english, 2018

9

An empirical study of the maximal and total information coefficients and leading measures of dependence

Reshef, David N., Reshef, Yakir A., Sabeti, Pardis C., Mitzenmacher, Michael

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 3.09 MB

english, 2018

10

A multi-resolution model for non-Gaussian random fields on a sphere with application to ionospheric electrostatic potentials

Fan, Minjie, Paul, Debashis, Lee, Thomas C. M., Matsuo, Tomoko

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 1.63 MB

english, 2018

11

Two-level structural sparsity regularization for identifying lattices and defects in noisy images

Li, Xin, Belianinov, Alex, Dyck, Ondrej, Jesse, Stephen, Park, Chiwoo

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 2.59 MB

english, 2018

12

Integrative exploration of large high-dimensional datasets

Pardy, Christopher, Galbraith, Sally, Wilson, Susan R.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 892 KB

english, 2018

13

A spatio-temporal modeling framework for weather radar image data in tropical Southeast Asia

Liu, Xiao, Gopal, Vikneswaran, Kalagnanam, Jayant

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 4.95 MB

english, 2018

14

MSIQ: Joint modeling of multiple RNA-seq samples for accurate isoform quantification

Li, Wei Vivian, Zhao, Anqi, Zhang, Shihua, Li, Jingyi Jessica

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 859 KB

english, 2018

15

Kernel-penalized regression for analysis of microbiome data

Randolph, Timothy W., Zhao, Sen, Copeland, Wade, Hullar, Meredith, Shojaie, Ali

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 1.90 MB

english, 2018

16

Design of vaccine trials during outbreaks with and without a delayed vaccination comparator

Dean, Natalie E., Halloran, M. Elizabeth, Longini, Ira M.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 326 KB

english, 2018

17

Modeling and estimation for self-exciting spatio-temporal models of terrorist activity

Clark, Nicholas J., Dixon, Philip M.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 539 KB

english, 2018

18

Simultaneous modelling of movement, measurement error, and observer dependence in mark-recapture distance sampling: An application to Arctic bird surveys

Conn, Paul B., Alisauskas, Ray T.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 382 KB

english, 2018

19

Adjustment of nonconfounding covariates in case-control genetic association studies

Zhang, Hong, Chatterjee, Nilanjan, Rader, Daniel, Chen, Jinbo

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 298 KB

english, 2018

20

How Gaussian mixture models might miss detecting factors that impact growth patterns

Heggeseth, Brianna C., Jewell, Nicholas P.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 10.89 MB

english, 2018

21

Stochastic simulation of predictive space–time scenarios of wind speed using observations and physical model outputs

Bessac, Julie, Constantinescu, Emil, Anitescu, Mihai

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 2.11 MB

english, 2018

22

Powerful test based on conditional effects for genome-wide screening

Liu, Yaowu, Xie, Jun

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 480 KB

english, 2018

23

A unified statistical framework for single cell and bulk RNA sequencing data

Zhu, Lingxue, Lei, Jing, Devlin, Bernie, Roeder, Kathryn

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 673 KB

english, 2018

24

Empirical assessment of programs to promote collaboration: A network model approach

McLaughlin, Katherine R., EmBree, Joshua D.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 1.06 MB

english, 2018