Estimating Density Models with Truncation Boundaries using Score Matching

The empirical distribution function with arbitrarily grouped, censored and truncated data

B. W. Turnbull · 1976

Earlier work this paper cites.

Measure Theory and Fine Properties of Functions

L. C. Evans and R. F. Gariepy · 1992

Earlier work this paper cites.

On the convergence of monte carlo maximum likelihood calculations

C. J. Geyer · 1994

Earlier work this paper cites.

Minimum distance to the complement of a convex set: Duality result

W. Briec · 1997

Earlier work this paper cites.

Random walks and an O ∗ ( n 5 ) O*(n^{5}) volume algorithm for convex bodies

R. Kannan, L. Lovász, and M. Simonovits · 1997

Earlier work this paper cites.

Support vector method for novelty detection

B. Schölkopf, R. C. Williamson, A. J. Smola, J. Shawe-Taylor, and J. C. Platt · 1999

Earlier work this paper cites.

Asymptotic Statistics

A. W. van der Vaart · 2000

Earlier work this paper cites.

Envelope theorems for arbitrary choice sets

P. Milgrom and I. Segal · 2002

Earlier work this paper cites.

Theoretical numerical analysis , volume 39

K. Atkinson and W. Han · 2005

Cited alongside, same era.

Estimation of non-normalized statistical models by score matching

A. Hyvärinen · 2005

Cited alongside, same era.

Some extensions of score matching

A. Hyvärinen · 2007

Cited alongside, same era.

Interpretation and generalization of score matching

S. Lyu · 2009

Cited alongside, same era.

Directional Statistics , volume 494

K. Mardia and P. E. Jupp · 2009

Cited alongside, same era.

Kernel density estimation with doubly truncated data

C. Moreira and J. de Uña-Álvarez · 2012

Cited alongside, same era.

Monte Carlo statistical methods

C. Robert and G. Casella · 2013

A kernelized stein discrepancy for goodness-of-fit tests

Q Liu, J. D. Lee, and M. Jordan · 2016

Later among the works it cites.

Score matching estimators for directional distributions

Original

K. Mardia, J. Kent, and A. Laha · 2016

Later among the works it cites.

Efficient statistics, in high dimensions, from truncated samples

C. Daskalakis, T. Gouleakis, C. Tzamos, and M. Zampetakis · 2018

Later among the works it cites.

Minimum stein discrepancy estimators

A. Barp, F-X. Briol, A. Duncan, M. Girolami, and L. Mackey · 2019

Closest in time.

Computationally and statistically efficient truncated regression

C. Daskalakis, T. Gouleakis, C. Tzamos, and M. Zampetakis · 2019

Closest in time.

Generalized score matching for non-negative data

S. Yu, M. Drton, and A. Shojaie · 2019