Positive relationship between education level and risk perception and behavioral response: A machine learning approach.

Awduron: Wei, Zhipeng^1,2,3 (AUTHOR), Zhang, Zhichun^1,2,3 (AUTHOR), Guo, Liping^1,2,3 (AUTHOR), Zhou, Wenjie^2,3,4 (AUTHOR), Yang, Kehu^1,2,3 (AUTHOR) yangkh-ebm@lzu.edu.cn

Ffynhonnell: PLoS ONE. 4/3/2025, Vol. 20 Issue 4, p1-10. 10p.

Termau Pwnc: *NONPARAMETRIC estimation, *MACHINE learning, *RISK perception, *PREDICTION models, *INTENTION

KERNEL SMOOTHING OF THE MEAN PERFORMANCE FOR HOMOGENEOUS CONTINUOUS TIME SEMI-MARKOV PROCESS.

Awduron: HAMLAT, TAYEB¹ tayeb.hamlat@univ-saida.dz, MOKHTARI, FATIHA¹ fatiha.mokhtari@univ-saida.dz, RAHMANI, SAÂDIA¹ saadia.rahmani@gmail.com

Ffynhonnell: Reliability: Theory & Applications. 2025, Vol. 20, p397-412. 16p.

Termau Pwnc: *ASYMPTOTIC normality, *NONPARAMETRIC estimation, *RANDOM variables, *EMPIRICAL research, *MARKOV processes

Nonparametric plug‐in classifier for multiclass classification of S.D.E. paths.

Awduron: Denis, Christophe¹ (AUTHOR), Dion‐Blanc, Charlotte² (AUTHOR) charlotte.dion_blanc@sorbonne-universite.fr, Ella‐Mintsa, Eddy¹ (AUTHOR), Tran, Viet Chi^1,3 (AUTHOR)

Ffynhonnell: Scandinavian Journal of Statistics. Sep2024, Vol. 51 Issue 3, p1103-1160. 58p.

Termau Pwnc: *NONPARAMETRIC estimation, *DIFFUSION coefficients, *CLASSIFICATION, *MIXTURES

Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments.

Awduron: Colangelo, Kyle¹ (AUTHOR), Lee, Ying-Ying² (AUTHOR) yylee.lilian@gmail.com

Ffynhonnell: Journal of Business & Economic Statistics. May2025, p1-26. 26p. 2 Illustrations.

Termau Pwnc: *MONTE Carlo method, NONPARAMETRIC estimation, TREATMENT effectiveness, DOSE-effect relationship in pharmacology, ASYMPTOTIC normality, CAUSAL models, KERNEL functions

Author correction to: "causal survival analysis under competing risks using longitudinal modified treatment policies".

Awduron: Díaz, Iván¹ (AUTHOR) ivan.diaz@nyu.edu, Williams, Nicholas² (AUTHOR) ntw2117@cumc.columbia.edu, Hoffman, Katherine L.³ (AUTHOR) khof@uw.edu, Hejazi, Nima S.⁴ (AUTHOR) nhejazi@hsph.harvard.edu

Ffynhonnell: Lifetime Data Analysis. Apr2025, Vol. 31 Issue 2, p442-471. 30p.

Termau Pwnc: *MATHEMATICAL statistics, NONPARAMETRIC estimation, ACUTE kidney failure, CAUSAL inference, COMPETING risks

Neural Hawkes: non-parametric estimation in high dimension and causality analysis in cryptocurrency markets.

Awduron: Fabre, Timothee^1,2 (AUTHOR) timothee.fabre.coet@gmail.com, Muni Toke, Ioane¹ (AUTHOR)

Ffynhonnell: Quantitative Finance. Mar2025, p1-28. 28p. 24 Illustrations.

Termau Pwnc: *MARKETING research, NONPARAMETRIC estimation, FREDHOLM equations, PARTIAL differential equations, INTEGRAL equations

Model Averaging and Double Machine Learning.

Awduron: Ahrens, Achim¹ (AUTHOR) achim.ahrens@gess.ethz.ch, Hansen, Christian B.² (AUTHOR), Schaffer, Mark E.^3,4 (AUTHOR), Wiemann, Thomas⁵ (AUTHOR)

Ffynhonnell: Journal of Applied Econometrics. Apr2025, Vol. 40 Issue 3, p249-269. 21p.

Termau Pwnc: *GENDER wage gap, *COMPUTER software, NONPARAMETRIC estimation, CAUSAL inference, MACHINE learning

Nonparametric Quantile Regression and Uniform Inference with Unknown Error Distribution.

Awduron: Hou, Haoze¹ (AUTHOR), Huang, Wei² (AUTHOR), Zhang, Zheng³ (AUTHOR) zhengzhang@ruc.edu.cn

Ffynhonnell: Journal of Business & Economic Statistics. Apr2025, p1-12. 12p. 5 Illustrations.

Termau Pwnc: *MONTE Carlo method, QUANTILE regression, NONPARAMETRIC estimation, MEASUREMENT errors

Minimax rate of estimation for invariant densities associated to continuous stochastic differential equations over anisotropic Hölder classes.

Awduron: Amorino, Chiara¹ (AUTHOR) chiara.amorino@uni.lu, Gloter, Arnaud² (AUTHOR)

Ffynhonnell: Scandinavian Journal of Statistics. Mar2025, Vol. 52 Issue 1, p185-248. 64p.

Termau Pwnc: STOCHASTIC differential equations, NONPARAMETRIC estimation, DENSITY, EXPONENTS

On the estimation of bivariate conditional transition rates.

Awduron: Bathke, Theis¹ (AUTHOR) theis.bathke@uni-oldenburg.de

Ffynhonnell: Scandinavian Actuarial Journal. Apr2025, Vol. 2025 Issue 3, p340-366. 27p.

Termau Pwnc: *ESTIMATION theory, *LIFE insurance, *HEALTH insurance, NONPARAMETRIC estimation, CENSORING (Statistics)

Bivariate density estimation under marginal unimodality constraints.

Awduron: Paul, Rajib¹ (AUTHOR) rajib.paul@charlotte.edu, Han, Dan² (AUTHOR), Ghosh, Sujit K.³ (AUTHOR)

Ffynhonnell: Journal of Statistical Computation & Simulation. Mar2025, Vol. 95 Issue 4, p742-763. 22p.

Termau Pwnc: *DISTRIBUTION (Probability theory), NONPARAMETRIC estimation, BETA distribution, MOMENTS method (Statistics)

A revisit of the optimal excess-of-loss contract.

Awduron: Aboagye, Ernest¹ (AUTHOR) eaboagye1@gsu.edu, Asimit, Vali² (AUTHOR) asimit@city.ac.uk, Fung, Tsz Chai¹ (AUTHOR) tfung@gsu.edu, Peng, Liang¹ (AUTHOR) lpeng@gsu.edu, Wang, Qiuqi¹ (AUTHOR) qwang30@gsu.edu

Ffynhonnell: European Journal of Operational Research. Apr2025, Vol. 322 Issue 1, p341-354. 14p.

Termau Pwnc: *ACTUARIAL risk, *REINSURANCE, *RISK assessment, *BANKRUPTCY, NONPARAMETRIC estimation

Nonparametric estimation of the relative error regression for twice censored and dependent data.

Awduron: Benzamouche, Sabrina¹ (AUTHOR), Ould Saïd, Elias² (AUTHOR) Elias.Ould-Said@univ-littoral.fr, Sadki, Ourida¹ (AUTHOR)

Ffynhonnell: Communications in Statistics: Theory & Methods. 2025, Vol. 54 Issue 5, p1492-1525. 34p.

Termau Pwnc: *RANDOM variables, ASYMPTOTIC normality, NONPARAMETRIC estimation, DEPENDENT variables, CENSORSHIP

Nonparametric estimation of bivariate hidden Markov models using tensor-product B-splines.

Awduron: Michels, Rouven¹ (AUTHOR) r.michels@uni-bielefeld.de, Langrock, Roland¹ (AUTHOR)

Ffynhonnell: Statistical Modelling: An International Journal. May2025, p1.

Termau Pwnc: *HIDDEN Markov models, *NONPARAMETRIC estimation, *SIMULATION methods & models, *TIME series analysis, *DISTRIBUTION (Probability theory), *SPLINES

Non-parametric identification and estimation of partial effects with endogeneity and selection.

Awduron: Jin, Zequn¹ (AUTHOR), Xu, Min¹ (AUTHOR) min.xu@163.sufe.edu.cn, Zhou, Yahong^1,2,3 (AUTHOR)

Ffynhonnell: Econometric Reviews. 2025, Vol. 44 Issue 6, p770-801. 32p.

Termau Pwnc: *MONTE Carlo method, *INCOME, *JOB skills, NONPARAMETRIC estimation, WOMEN'S education

Relative Entropy Gradient Sampler for Unnormalized Distribution.

Awduron: Feng, Xingdong¹ (AUTHOR), Gao, Yuan² (AUTHOR), Huang, Jian² (AUTHOR), Jiao, Yuling^3,4 (AUTHOR), Liu, Xu^1,5 (AUTHOR) liu.xu@sufe.edu.cn

Ffynhonnell: Journal of Computational & Graphical Statistics. Jan-Mar2025, Vol. 34 Issue 1, p211-221. 11p.

Termau Pwnc: NONPARAMETRIC estimation, ORDINARY differential equations, ENTROPY, DENSITY, VELOCITY

Nonparametric Bayesian estimation in a multidimensional diffusion model with high frequency data: Bayesian high frequency diffusions: M. Hoffmann, K. Ray.

Awduron: Hoffmann, Marc^1,2 (AUTHOR) hoffmann@ceremade.dauphine.fr, Ray, Kolyan³ (AUTHOR) kolyan.ray@imperial.ac.uk

Ffynhonnell: Probability Theory & Related Fields. Feb2025, Vol. 191 Issue 1, p103-180. 78p.

Termau Pwnc: NONPARAMETRIC estimation, GAUSSIAN processes, LEAST squares, BAYESIAN field theory

Nonparametric estimation of allocative efficiency using indirect production theory: Application to container ports in Norway.

Awduron: Rødseth, Kenneth Løvold¹ (AUTHOR) klr@toi.no, Holmen, Rasmus Bøgh¹ (AUTHOR), Kuosmanen, Timo² (AUTHOR), Schøyen, Halvor^3,4 (AUTHOR)

Ffynhonnell: Journal of Productivity Analysis. Dec2024, Vol. 62 Issue 3, p365-377. 13p.

Termau Pwnc: *CAPITAL costs, *PRICES, CONTAINER terminals, NONPARAMETRIC estimation, HARBORS

Estimation and Inference for a Semiparametric Time–Varying Panel Data Model.

Awduron: Liu, Fei¹ (AUTHOR) feiliu.econ@outlook.com

Ffynhonnell: Journal of Business & Economic Statistics. Jan2025, p1-24. 24p. 2 Illustrations.

Termau Pwnc: *MUTUAL funds, *PARAMETRIC modeling, NONPARAMETRIC estimation, PANEL analysis, TEST validity

A Class of Regression Association Measures based on Concordance.

Awduron: Shih, Jia-Han¹ (AUTHOR) jhshih@math.nsysu.edu.tw, Chen, Yi-Hau² (AUTHOR) yhchen@stat.sinica.edu.tw

Ffynhonnell: American Statistician. Dec2024, p1-22. 22p. 1 Illustration.

Termau Pwnc: ORDER statistics, NONPARAMETRIC estimation, INDEPENDENT variables, DEPENDENT variables