Volume 12; Issue 3

The Annals of Applied Statistics

Volume 12; Issue 3

1

Direct likelihood-based inference for discretely observed stochastic compartmental models of infectious disease

Ho, Lam Si Tung, Crawford, Forrest W., Suchard, Marc A.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 490 KB

english, 2018

2

Estimating and comparing cancer progression risks under varying surveillance protocols

Lange, Jane M., Gulati, Roman, Leonardson, Amy S., Lin, Daniel W., Newcomb, Lisa F., Trock, Bruce J., Carter, H. Ballentine, Carroll, Peter R., Cooperberg, Matthew R., Cowan, Janet E., Klotz, Lawrence

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 770 KB

english, 2018

3

A general framework for association analysis of heterogeneous data

Li, Gen, Gaynanova, Irina

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 308 KB

english, 2018

4

Tree-based reinforcement learning for estimating optimal dynamic treatment regimes

Tao, Yebin, Wang, Lu, Almirall, Daniel

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 534 KB

english, 2018

5

Joining the incompatible: Exploiting purposive lists for the sample-based estimation of species richness

Chiarucci, Alessandro, Di Biase, Rosa Maria, Fattorini, Lorenzo, Marcheselli, Marzia, Pisani, Caterina

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 194 KB

english, 2018

6

A coupled ETAS-I2GMM point process with applications to seismic fault detection

Cheng, Yicheng, Dundar, Murat, Mohler, George

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 2.47 MB

english, 2018

7

Statistical shape analysis of simplified neuronal trees

Duncan, Adam, Klassen, Eric, Srivastava, Anuj

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 2.06 MB

english, 2018

8

Topological data analysis of single-trial electroencephalographic signals

Wang, Yuan, Ombao, Hernando, Chung, Moo K.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 843 KB

english, 2018

9

Exploring the conformational space for protein folding with sequential Monte Carlo

Wong, Samuel W. K., Liu, Jun S., Kou, S. C.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 632 KB

english, 2018

10

Bayesian randomized response technique with multiple sensitive attributes: The case of information systems resource misuse

Chung, Ray S. W., Chu, Amanda M. Y., So, Mike K. P.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 562 KB

english, 2018

11

Optimal multilevel matching using network flows: An application to a summer reading intervention

Pimentel, Samuel D., Page, Lindsay C., Lenard, Matthew, Keele, Luke

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 226 KB

english, 2018

12

Nonparametric Bayesian learning of heterogeneous dynamic transcription factor networks

Luo, Xiangyu, Wei, Yingying

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 1.37 MB

english, 2018

13

Bayesian aggregation of average data: An application in drug development

Weber, Sebastian, Gelman, Andrew, Lee, Daniel, Betancourt, Michael, Vehtari, Aki, Racine-Poon, Amy

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 311 KB

english, 2018

14

A frequency-calibrated Bayesian search for new particles

Golchi, Shirin, Lockhart, Richard

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 969 KB

english, 2018

15

Analysing plant closure effects using time-varying mixture-of-experts Markov chain clustering

Frühwirth-Schnatter, Sylvia, Pittner, Stefan, Weber, Andrea, Winter-Ebmer, Rudolf

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 1.09 MB

english, 2018

16

Confident inference for SNP effects on treatment efficacy

Ding, Ying, Li, Ying Grace, Liu, Yushi, Ruberg, Stephen J., Hsu, Jason C.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 299 KB

english, 2018

17

Refining cellular pathway models using an ensemble of heterogeneous data sources

Franks, Alexander M., Markowetz, Florian, Airoldi, Edoardo M.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 515 KB

english, 2018

18

TPRM: Tensor partition regression models with applications in imaging biomarker detection

Miranda, Michelle F., Zhu, Hongtu, Ibrahim, Joseph G.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 5.78 MB

english, 2018

19

BayCount: A Bayesian decomposition method for inferring tumor heterogeneity using RNA-Seq counts

Xie, Fangzheng, Zhou, Mingyuan, Xu, Yanxun

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 635 KB

english, 2018

20

Joint significance tests for mediation effects of socioeconomic adversity on adiposity via epigenetics

Huang, Yen-Tsung

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 1.60 MB

english, 2018

21

Sequential double cross-validation for assessment of added predictive ability in high-dimensional omic applications

Rodríguez-Girondo, Mar, Salo, Perttu, Burzykowski, Tomasz, Perola, Markus, Houwing-Duistermaat, Jeanine, Mertens, Bart

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 977 KB

english, 2018

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