Journal papers

Minimax optimal rates of convergence in the shuffled regression, unlinked regression, and deconvolution under vanishing noise. Durot, C. and Mukherjee, D. Bernoulli (Accepted).

Estimation of a score-explained non-randomized treatment effect in fixed and high dimensions. Mukherjee, D., Banerjee, M., and Ritov, Y. Bernoulli(Forthcoming), 2025.

Deep neural networks for nonparametric interaction models with diverging dimension. Bhattacharya, S., Fan, J., and Mukherjee, D. The Annals of Statistics, Institute of Mathematical Statistics, 2024, 2738–2766.

Asymptotic normality of a change plane estimator in fixed dimension with near-optimal rate. Mukherjee, D., Banerjee, M., Mukherjee, D., and Ritov, Y. Electronic Journal of Statistics, The Institute of Mathematical Statistics; the Bernoulli Society, 2023, 2289–2316.

On robust learning in the canonical change point problem under heavy tailed errors in finite and growing dimensions. Mukherjee, D., Banerjee, M., and Ritov, Y. Electronic Journal of Statistics, The Institute of Mathematical Statistics; the Bernoulli Society, 2022, 1153–1252.

Optimal linear discriminators for the discrete choice model in growing dimensions. Mukherjee, D., Banerjee, M., and Ritov, Y. The Annals of Statistics, Institute of Mathematical Statistics, 2021, 3324–3357.