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Aleksandra Slavković

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Email
abs12@psu.edu
Telephone
(814) 863-4918

325 Joab L. Thomas Bldg
Shortlidge Road
University Park, PA 16802

Elsevier Pure Profile
Affiliate Researcher
Titles and Affiliations
Professor, Statistics
Professor, Department of Public Health Sciences

In the News

Research Keywords

 These keywords and phrases come from the publications and other research output of this person. See other researchers related to these topics by clicking on any keyword.

Privacy
Contingency Table
Synthetic Data
Disclosure
Logistic Regression
Statistical Methods
Tables
Markov Basis
Cell
Statistics
Data Sharing
Random Graphs
Graph Model
Genomics
Random Variables
Privacy Protection
Linear Regression
Confidentiality
Data Privacy
Maximum Likelihood Estimation

Recent Publications

Statistical Data Privacy: A Song of Privacy and Utility

Slavković, A. & Seeman, J., Mar 10 2023, In: Annual Review of Statistics and Its Application. 10, p. 189-218 30 p.

Research output: Contribution to journal › Review article › peer-review

CONSISTENT SPECTRAL CLUSTERING OF NETWORK BLOCK MODELS UNDER LOCAL DIFFERENTIAL PRIVACY

Hehir, J., Slavković, A. & Niu, X., 2022, In: Journal of Privacy and Confidentiality. 12, 2, p. 1-22 22 p.

Research output: Contribution to journal › Article › peer-review

A LATENT CLASS MODELING APPROACH FOR GENERATING SYNTHETIC DATA AND MAKING POSTERIOR INFERENCES FROM DIFFERENTIALLY PRIVATE COUNTS

Nixon, M. P., Barrientos, A. F., Reiter, J. P. & Slavkovic, A., Jul 29 2022, In: Journal of Privacy and Confidentiality. 12, 1

Research output: Contribution to journal › Article › peer-review

Structure and Sensitivity in Differential Privacy: Comparing K-Norm Mechanisms

Awan, J. & Slavković, A., 2021, In: Journal of the American Statistical Association. 116, 534, p. 935-954 20 p.

Research output: Contribution to journal › Article › peer-review

Automatable distributed regression analysis of vertically partitioned data facilitated by PopMedNet: Feasibility and enhancement study

Her, Q., Kent, T., Samizo, Y., Slavkovic, A., Vilk, Y. & Toh, S., Apr 2021, In: JMIR Medical Informatics. 9, 4, e21459.

Research output: Contribution to journal › Article › peer-review

Differentially private inference for binomial data

Awan, J. & Slavković, A., 2020, In: Journal of Privacy and Confidentiality. 10, 1, p. 1-40 40 p.

Research output: Contribution to journal › Article › peer-review

Stephen elliott fienberg 1942-2016, founding editor of the annual review of statistics and its application

Carriquiry, A. L., Reid, N. & Slavković, A. B., Mar 7 2019, In: Annual Review of Statistics and Its Application. 6, p. 1-18 18 p.

Research output: Contribution to journal › Review article › peer-review

Differentially private uniformly most powerful tests for binomial data

Awan, J. & Slavković, A., 2018, In: Advances in Neural Information Processing Systems. 2018-December, p. 4208-4218 11 p.

Research output: Contribution to journal › Conference article › peer-review

Differentially private model selection with penalized and constrained likelihood

Lei, J., Charest, A. S., Slavkovic, A., Smith, A. & Fienberg, S., Jun 2018, In: Journal of the Royal Statistical Society. Series A: Statistics in Society. 181, 3, p. 609-633 25 p.

Research output: Contribution to journal › Article › peer-review

General and specific utility measures for synthetic data

Snoke, J., Raab, G. M., Nowok, B., Dibben, C. & Slavkovic, A., Jun 2018, In: Journal of the Royal Statistical Society. Series A: Statistics in Society. 181, 3, p. 663-688 26 p.

Research output: Contribution to journal › Article › peer-review

Providing accurate models across private partitioned data: Secure maximum likelihood estimation

Snoke, J., Brick, T. R., Slavković, A. & Hunte, M. D., Jun 2018, In: Annals of Applied Statistics. 12, 2, p. 877-914 38 p.

Research output: Contribution to journal › Article › peer-review

Statistical learning on emerging economies

Solea, E., Li, B. & Slavković, A., Feb 17 2018, In: Journal of Applied Statistics. 45, 3, p. 487-507 21 p.

Research output: Contribution to journal › Article › peer-review

Sharing social network data: differentially private estimation of exponential family random-graph models

Karwa, V., Krivitsky, P. N. & Slavković, A. B., Apr 1 2017, In: Journal of the Royal Statistical Society. Series C: Applied Statistics. 66, 3, p. 481-500 20 p.

Research output: Contribution to journal › Article › peer-review

Statistical models for incorporating data from routine HIV testing of pregnant women at antenatal clinics into HIV/AIDS epidemic estimates

Sheng, B., Marsh, K., Slavkovic, A. B., Gregson, S., Eaton, J. W. & Bao, L., Apr 1 2017, In: AIDS. 31, p. S87-S94

Research output: Contribution to journal › Article › peer-review

Inference using noisy degrees: Differentially private β-model and synthetic graphs

Karwa, V. & Slavković, A., Feb 1 2016, In: Annals of Statistics. 44, 1, p. 87-112 26 p.

Research output: Contribution to journal › Article › peer-review