Statistics

Statistical analysis of networks with community structure and bootstrap methods for big data

University of Illinois at Urbana-Champaign.

A subsampled double bootstrap for massive data

Journal of the American Statistical Association, 111(515), 1222–1232.

Spatial statistics and Gaussian processes: A beautiful marriage

Spatial Statistics, 18, 86–104.

Exact prior-free probabilistic inference in a class of non-regular models

Stat, 5(1), 312–321.

Prior-Free Probabilistic Prediction of Future Observations

Technometrics, 58(2), 225–235.

On Nonparametric Estimation of the Latent Distribution for Ordinal Data

(Department of Statistics Technical Report No. 2661). Raleigh, NC: North Carolina State University.

Dynamic Model Based Methods to Test for Biosimilarity

Ghosh, S. (2016, March 25). Presented at the Department of Statistics Colloquium, University of Connecticut, Storrs, CT.

Statistical Methods to Test for Biosimilarity

Ghosh, S. (2016, March). Presented at the ASA Continuing Education Webinar of Biopharmaceutical Section.

Short Course Bayesian Methods for Biostatisticians

Ghosh, S., Best, N., Lipkovich, I., & Song, G. (2016, May 1). Presented at the Trends and Innovations in Clinical Trial Statistics Conference, Durham, NC.

Semi-parametric Model Based Methods to Test for Biosimilarity

Ghosh, S. (2016, May). Presented at the Department of Statistics Colloquium, Oregon State University, Corvallis, OR.

Effects of PM on Mortality

Presented at the Statistical Methods and Analysis of Environmental Health Data Workshop (SAMSI-SAVI), Mumbai, India.

Some New Metrics to Test for Biosimilarity

Presented at the Joint Statistical Meetings, McCormick Place, Chicago, IL.

Analyzing Liver Transplant Waiting Times using Semi-Parametric Models for Ordinal Predictors

Presented at the International Indian Statistical Association (IISA) Conference, Oregon State University, Corvallis, OR.

Dynamic Correlation Multivariate Stochastic Volatility with Latent Factors

Presented at the International Conference on Advances in Interdisciplinary Statistics and Combinatorics, University of North Carolina, Greensboro, NC.

Statistical Metrics for Biosimilarity

Presented at the SACNAS Annual Conference, Long Beach, CA.

Nonparametric Regression Models for Right-censored Data: Beyond Proportional Hazards

Ghosh, S. (2016, November 10). Presented at the Biostatistics Seminar, School of Public Health University of Pittsburgh, Pittsburgh, PA.

Statistical Inference Subject to Shape Constraint

Presented at the Helen Barton Lecture Series in Mathematical Sciences, Department of Mathematics and Statistics, University of North Carolina, Greensboro, NC.

Semiparametric Estimation of the Mass-Radius Joint Distribution for Sub-Neptune Sized Planets

Presented at the Platinum Jubilee International Conference on Applied Statistics, Calcutta University, Kolkata, India.

Bayesian Sample Size Determination for Clinical Trials

Ghosh, S. (2016, December 23). Presented at the Workshop on Clinical Data Analytics, Indian Institute of Public Health, Hyderabad, India.

Bayesian Methods using WinBUGS: A Case study with Count Data

Presented at the Workshop on Quantitative Methods for Public Health Researchers, Calcutta University, Kolkata, India.