Volume 10; Issue 3

The Annals of Applied Statistics

Volume 10; Issue 3

1

Nonseparable dynamic nearest neighbor Gaussian process models for large spatio-temporal data with an application to particulate matter analysis

Datta, Abhirup, Banerjee, Sudipto, Finley, Andrew O., Hamm, Nicholas A. S., Schaap, Martijn

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 1.65 MB

english, 2016

2

A hierarchical framework for state-space matrix inference and clustering

Zuo, Chandler, Chen, Kailei, Hewitt, Kyle J., Bresnick, Emery H., Keleş, Sündüz

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 1.52 MB

english, 2016

3

Bayesian data fusion approaches to predicting spatial tracks: Application to marine mammals

Liu, Yang, Zidek, James V., Trites, Andrew W., Battaile, Brian C.

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 538 KB

english, 2016

4

Open models for removal data

Matechou, Eleni, McCrea, Rachel S., Morgan, Byron J. T., Nash, Darryn J., Griffiths, Richard A.

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 1.37 MB

english, 2016

5

Fiber direction estimation, smoothing and tracking in diffusion MRI

Wong, Raymond K. W., Lee, Thomas C. M., Paul, Debashis, Peng, Jie, Disease Neuroimaging Initiative, Alzheimer’s

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 3.25 MB

english, 2016

6

Spatio-temporal assimilation of modelled catchment loads with monitoring data in the Great Barrier Reef

Gladish, Daniel W., Kuhnert, Petra M., Pagendam, Daniel E., Wikle, Christopher K., Bartley, Rebecca, Searle, Ross D., Ellis, Robin J., Dougall, Cameron, Turner, Ryan D. R., Lewis, Stephen E., Bainbrid

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 5.79 MB

english, 2016

7

Gene-proximity models for genome-wide association studies

Johnston, Ian, Hancock, Timothy, Mamitsuka, Hiroshi, Carvalho, Luis

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 630 KB

english, 2016

8

A Bayesian predictive model for imaging genetics with application to schizophrenia

Chekouo, Thierry, Stingo, Francesco C., Guindani, Michele, Do, Kim-Anh

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 313 KB

english, 2016

9

Parallel partial Gaussian process emulation for computer models with massive output

Gu, Mengyang, Berger, James O.

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 1.01 MB

english, 2016

10

Correction of bifurcated river flow measurements from historical data: Paving the way for the Teesta water sharing treaty

Jana, Kaushik, Sengupta, Debasis, Rudra, Kalyan

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 285 KB

english, 2016

11

Data mining to investigate the meteorological drivers for extreme ground level ozone events

Russell, Brook T., Cooley, Daniel S., Porter, William C., Reich, Brian J., Heald, Colette L.

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 1.02 MB

english, 2016

12

Multiple testing under dependence via graphical models

Liu, Jie, Zhang, Chunming, Page, David

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 619 KB

english, 2016

13

Deconvolution of base pair level RNA-Seq read counts for quantification of transcript expression levels

Wu, Han, Zhu, Yu

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 472 KB

english, 2016

14

Molecular QTL discovery incorporating genomic annotations using Bayesian false discovery rate control

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 334 KB

english, 2016

15

Mortality and life expectancy forecasting for a group of populations in developed countries: A multilevel functional data method

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 649 KB

english, 2016

16

Quantifying the spatial inequality and temporal trends in maternal smoking rates in Glasgow

Lee, Duncan, Lawson, Andrew

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 2.84 MB

english, 2016

17

Assessing the causal effects of financial aids to firms in Tuscany allowing for interference

Arpino, Bruno, Mattei, Alessandra

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 548 KB

english, 2016

18

Using Scheffé projections for multiple outcomes in an observational study of smoking and periodontal disease

Rosenbaum, Paul R.

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 365 KB

english, 2016

19

Discussion of “Fiber direction estimation in diffusion MRI”

Kang, Jian, Li, Lexin

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 59 KB

english, 2016

20

Rejoinder: “Fiber direction estimation, smoothing and tracking in diffusion MRI”

Wong, Raymond K. W., Lee, Thomas C. M., Paul, Debashis, Peng, Jie

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 52 KB

english, 2016

21

Spatially inhomogeneous background rate estimators and uncertainty quantification for nonparametric Hawkes point process models of earthquake occurrences

Fox, Eric Warren, Schoenberg, Frederic Paik, Gordon, Joshua Seth

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 1.40 MB

english, 2016

22

Bayesian nonparametric dependent model for partially replicated data: The influence of fuel spills on species diversity

Arbel, Julyan, Mengersen, Kerrie, Rousseau, Judith

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 321 KB

english, 2016

23

Sparse median graphs estimation in a high-dimensional semiparametric model

Han, Fang, Han, Xiaoyan, Liu, Han, Caffo, Brian

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 983 KB

english, 2016

24

Detection of epigenomic network community oncomarkers

Bartlett, Thomas E., Zaikin, Alexey

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 2.22 MB

english, 2016

25

Discussion of “Fiber direction estimation in diffusion MRI”

Schwartzman, Armin

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 50 KB

english, 2016

26

Functional covariate-adjusted partial area under the specificity-ROC curve with an application to metabolic syndrome diagnosis

Inácio de Carvalho, Vanda, de Carvalho, Miguel, Alonzo, Todd A., González-Manteiga, Wenceslao

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 578 KB

english, 2016