Volume 11; Issue 2

The Annals of Applied Statistics

Volume 11; Issue 2

1

Photo-$z$ estimation: An example of nonparametric conditional density estimation under selection bias

Izbicki, Rafael, Lee, Ann B., Freeman, Peter E.

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 801 KB

english, 2017

2

Space and circular time log Gaussian Cox processes with application to crime event data

Shirota, Shinichiro, Gelfand, Alan E.

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 3.45 MB

english, 2017

3

Assessing systematic risk in the S&P500 index between 2000 and 2011: A Bayesian nonparametric approach

Rodríguez, Abel, Wang, Ziwei, Kottas, Athanasios

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 718 KB

english, 2017

4

A continuous-time stochastic block model for basketball networks

Xin, Lu, Zhu, Mu, Chipman, Hugh

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 1.22 MB

english, 2017

5

Nonparametric estimation of pregnancy outcome probabilities

Friedrich, Sarah, Beyersmann, Jan, Winterfeld, Ursula, Schumacher, Martin, Allignol, Arthur

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 371 KB

english, 2017

6

Bayesian inference of high-dimensional, cluster-structured ordinary differential equation models with applications to brain connectivity studies

Zhang, Tingting, Yin, Qiannan, Caffo, Brian, Sun, Yinge, Boatman-Reich, Dana

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 754 KB

english, 2017

7

Subgroup inference for multiple treatments and multiple endpoints in an Alzheimer’s disease treatment trial

Schnell, Patrick, Tang, Qi, Müller, Peter, Carlin, Bradley P.

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 342 KB

english, 2017

8

Multilevel models with stochastic volatility for repeated cross-sections: An application to tribal art prices

Cagnone, Silvia, Giannerini, Simone, Modugno, Lucia

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 315 KB

english, 2017

9

Robust mixed effects model for clustered failure time data: Application to Huntington’s disease event measures

Garcia, Tanya P., Ma, Yanyuan, Marder, Karen, Wang, Yuanjia

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 416 KB

english, 2017

10

Stochastic modelling and inference in electronic hospital databases for the spread of infections: Clostridium difficile transmission in Oxfordshire hospitals 2007–2010

Cule, Madeleine, Donnelly, Peter

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 630 KB

english, 2017

11

Improving efficiency in biomarker incremental value evaluation under two-phase designs

Zheng, Yingye, Brown, Marshall, Lok, Anna, Cai, Tianxi

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 248 KB

english, 2017

12

Clustering correlated, sparse data streams to estimate a localized housing price index

Ren, You, Fox, Emily B., Bruce, Andrew

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 1.32 MB

english, 2017

13

Generalized Mahalanobis depth in point process and its application in neural coding

Liu, Shuyi, Wu, Wei

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 320 KB

english, 2017

14

Allele-specific copy number estimation by whole exome sequencing

Chen, Hao, Jiang, Yuchao, Maxwell, Kara N., Nathanson, Katherine L., Zhang, Nancy

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 960 KB

english, 2017

15

Quantification of multiple tumor clones using gene array and sequencing data

Cheng, Yichen, Dai, James Y., Paulson, Thomas G., Wang, Xiaoyu, Li, Xiaohong, Reid, Brian J., Kooperberg, Charles

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 1.43 MB

english, 2017

16

Spatial multiresolution analysis of the effect of $\text{PM}_{2.5}$ on birth weights

Antonelli, Joseph, Schwartz, Joel, Kloog, Itai, Coull, Brent A.

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 519 KB

english, 2017

17

Modeling log-linear conditional probabilities for estimation in surveys

Thibaudeau, Yves, Slud, Eric, Gottschalck, Alfred

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 168 KB

english, 2017

18

Evaluation of the cooling trend in the ionosphere using functional regression with incomplete curves

Gromenko, Oleksandr, Kokoszka, Piotr, Sojka, Jan

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 1.01 MB

english, 2017

19

Hypothesis testing for network data in functional neuroimaging

Ginestet, Cedric E., Li, Jun, Balachandran, Prakash, Rosenberg, Steven, Kolaczyk, Eric D.

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 382 KB

english, 2017

20

Vaccines, contagion, and social networks

Ogburn, Elizabeth L., VanderWeele, Tyler J.

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 279 KB

english, 2017

21

Random effects models for identifying the most harmful medication errors in a large, voluntary reporting database

Venturini, Sergio, Franklin, Jessica M., Morlock, Laura, Dominici, Francesca

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 247 KB

english, 2017

22

Flexible risk prediction models for left or interval-censored data from electronic health records

Hyun, Noorie, Cheung, Li C., Pan, Qing, Schiffman, Mark, Katki, Hormuzd A.

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 443 KB

english, 2017

23

Variable selection for a categorical varying-coefficient model with identifications for determinants of body mass index

Gao, Jiti, Peng, Bin, Ren, Zhao, Zhang, Xiaohui

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 277 KB

english, 2017

24

Structured subcomposition selection in regression and its application to microbiome data analysis

Wang, Tao, Zhao, Hongyu

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 212 KB

english, 2017

25

Assignment of endogenous retrovirus integration sites using a mixture model

Hunter, David R., Bao, Le, Poss, Mary

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 601 KB

english, 2017

26

Robust and scalable Bayesian analysis of spatial neural tuning function data

Rahnama Rad, Kamiar, Machado, Timothy A., Paninski, Liam

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 2.54 MB

english, 2017

27

Lateral transfer in Stochastic Dollo models

Kelly, Luke J., Nicholls, Geoff K.

Journal:

The Annals of Applied Statistics

Year:

2017

Language:

english

File:

PDF, 768 KB

english, 2017