Qin, Xu; Gao, Huiqun Nonparametric binary regression models with spherical predictors based on the random forests kernel. (English) Zbl 07965533 Comput. Stat. 39, No. 6, 3031-3048 (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Carrizosa, Emilio; Ramírez-Ayerbe, Jasone; Romero Morales, Dolores A new model for counterfactual analysis for functional data. (English) Zbl 07965430 Adv. Data Anal. Classif., ADAC 18, No. 4, 981-1000 (2024). MSC: 90C90 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Halberstam, Noah; Hutchcroft, Tom Uniqueness of the infinite tree in low-dimensional random forests. (English) Zbl 07962304 Probab. Math. Phys. 5, No. 4, 1185-1216 (2024). MSC: 60K35 60G50 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Rodrigues, Gabriela M.; Ortega, Edwin M. M.; Vila, Roberto; de Andrade Moral, Rafael A new regression model for the analysis of bimodal censored data: a comparison with random survival forest. (English) Zbl 07960042 Braz. J. Probab. Stat. 38, No. 3, 347-369 (2024). MSC: 62-XX 92-XX × Cite Format Result Cite Review PDF Full Text: DOI
Gnecco, Nicola; Terefe, Edossa Merga; Engelke, Sebastian Extremal random forests. (English) Zbl 07956510 J. Am. Stat. Assoc. 119, No. 548, 3059-3072 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Isidoros, Iakovidis; Arcozzi, Nicola Improved convergence rates for some kernel random forest algorithms. (English) Zbl 07926335 Math. Eng. (Springfield) 6, No. 2, 305-338 (2024). MSC: 68-XX 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
León, Larry F.; Jemielita, Thomas; Guo, Zifang; Marceau West, Rachel; Anderson, Keaven M. Exploratory subgroup identification in the heterogeneous Cox model: a relatively simple procedure. (English) Zbl 1545.62406 Stat. Med. 43, No. 20, 3921-3942 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Avena, Luca; Driessen, Jannetje; Koperberg, Twan Loop-erased partitioning via parametric spanning trees: monotonicities & 1D-scaling. (English) Zbl 1548.05141 Stochastic Processes Appl. 176, Article ID 104436, 28 p. (2024). MSC: 05C20 05C22 05C50 05A18 05C05 05C81 05C85 60J10 60J28 × Cite Format Result Cite Review PDF Full Text: DOI
Loecher, Markus Debiasing SHAP scores in random forests. (English) Zbl 07898508 AStA, Adv. Stat. Anal. 108, No. 2, 427-440 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Waggoner, Philip D. A batch process for high dimensional imputation. (English) Zbl 07876398 Comput. Stat. 39, No. 2, 781-802 (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Broutin, Nicolas; Devroye, Luc; Lugosi, Gábor; Imbuzeiro Oliveira, Roberto Subtractive random forests. (English) Zbl 1540.60015 ALEA, Lat. Am. J. Probab. Math. Stat. 21, No. 1, 575-591 (2024). MSC: 60C05 60J80 × Cite Format Result Cite Review PDF Full Text: arXiv Link
Xu, Tianning; Zhu, Ruoqing; Shao, Xiaofeng On variance estimation of random forests with Infinite-order U-statistics. (English) Zbl 07855850 Electron. J. Stat. 18, No. 1, 2135-2207 (2024). MSC: 62G99 62G05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Plante, Jean-François; Radatz, Marisa On the capability of classification trees and random forests to estimate probabilities. (English) Zbl 07847111 J. Stat. Theory Pract. 18, No. 2, Paper No. 25, 22 p. (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Dandl, Susanne; Haslinger, Christian; Hothorn, Torsten; Seibold, Heidi; Sverdrup, Erik; Wager, Stefan; Zeileis, Achim What makes forest-based heterogeneous treatment effect estimators work? (English) Zbl 07832657 Ann. Appl. Stat. 18, No. 1, 506-528 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Klusowski, Jason M.; Tian, Peter M. Large scale prediction with decision trees. (English) Zbl 07820401 J. Am. Stat. Assoc. 119, No. 545, 525-537 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Rytgaard, Helene C. W.; Ekstrøm, Claus T.; Kessing, Lars V.; Gerds, Thomas A. Ranking of average treatment effects with generalized random forests for time-to-event outcomes. (English) Zbl 1545.62533 Stat. Med. 42, No. 10, 1542-1564 (2023). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Candès, Emmanuel; Lei, Lihua; Ren, Zhimei Conformalized survival analysis. (English) Zbl 07909627 J. R. Stat. Soc., Ser. B, Stat. Methodol. 85, No. 1, 24-45 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Hofert, Marius; Prasad, Avinash; Zhu, Mu RafterNet: probabilistic predictions in multi-response regression. (English) Zbl 07894973 Am. Stat. 77, No. 4, 406-416 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kong, Jianfen; Zhang, Shuhong Buckley-James boosting model based on extreme learning machine and random survival forests. (English) Zbl 1541.62305 Biom. J. 65, No. 5, Article ID 2200153, 15 p. (2023). MSC: 62P10 62N05 × Cite Format Result Cite Review PDF Full Text: DOI
Mohamed, Salah M.; Abonazel, Mohamed R.; Ghallab, Mohamed G. Performance evaluation of imputation methods for missing data in logistic regression model: simulation and application. (English) Zbl 07859191 Thail. Stat. 21, No. 4, 926-942 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: Link
Bauerschmidt, Roland; Helmuth, Tyler Spin systems with hyperbolic symmetry: a survey. (English) Zbl 1537.82005 Beliaev, Dmitry (ed.) et al., International congress of mathematicians 2022, ICM 2022, Helsinki, Finland, virtual, July 6–14, 2022. Volume 5. Sections 9–11. Berlin: European Mathematical Society (EMS). 3986-4008 (2023). Reviewer: Eugene Postnikov (Kursk) MSC: 82B20 82B28 60K35 82B41 82B26 82B43 82B44 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Goehry, Benjamin; Yan, Hui; Goude, Yannig; Massart, Pascal; Poggi, Jean-Michel Random forests for time series. (English) Zbl 1529.62072 REVSTAT 21, No. 2, 283-302 (2023). MSC: 62M10 62P30 × Cite Format Result Cite Review PDF Full Text: DOI
Arevalillo, Jorge M.; Martin-Arevalillo, Raquel Patterns of differential expression by association in omic data using a new measure based on ensemble learning. (English) Zbl 1538.62329 Stat. Appl. Genet. Mol. Biol. 22, No. 1, Article ID 20230009, 17 p. (2023). MSC: 62P10 92C50 × Cite Format Result Cite Review PDF Full Text: DOI
Ech-Chafiq, Zineb El Filali; Labordère, Pierre Henry; Lelong, Jérôme Pricing Bermudan options using regression trees/random forests. (English) Zbl 1528.91073 SIAM J. Financ. Math. 14, No. 4, 1113-1139 (2023). MSC: 91G20 60G40 62L20 91G60 68W25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gutina, Daria; Bärmann, Andreas; Roeder, Georg; Schellenberger, Martin; Liers, Frauke Optimization over decision trees: a case study for the design of stable direct-current electricity networks. (English) Zbl 1524.90231 Optim. Eng. 24, No. 4, 2651-2691 (2023). MSC: 90C11 90B10 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Velthoen, Jasper; Cai, Juan-Juan; Jongbloed, Geurt Forward variable selection for random forest models. (English) Zbl 07761986 J. Appl. Stat. 50, No. 13, 2836-2856 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Li, Yinpu; Linero, Antonio R.; Murray, Jared Adaptive conditional distribution estimation with Bayesian decision tree ensembles. (English) Zbl 07751833 J. Am. Stat. Assoc. 118, No. 543, 2129-2142 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gómez-Méndez, Irving; Joly, Emilien Regression with missing data, a comparison study of techniques based on random forests. (English) Zbl 07739737 J. Stat. Comput. Simulation 93, No. 12, 1924-1949 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Wang, Yating; Su, Jinxia; Zhao, Xuejing Penalized semiparametric Cox regression model on XGBoost and random survival forests. (English) Zbl 07739062 Commun. Stat., Simulation Comput. 52, No. 7, 3095-3103 (2023). MSC: 62N01 × Cite Format Result Cite Review PDF Full Text: DOI
Lundell, Jill F.; Bean, Brennan; Symanzik, Jürgen Let’s talk about the weather: a cluster-based approach to weather forecast accuracy. (English) Zbl 07734153 Comput. Stat. 38, No. 3, 1135-1155 (2023). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
James, Gareth; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert; Taylor, Jonathan An introduction to statistical learning. With applications in Python. (English) Zbl 07724265 Springer Texts in Statistics. Cham: Springer (ISBN 978-3-031-38746-3/hbk; 978-3-031-39189-7/pbk; 978-3-031-38747-0/ebook). xv, 60 p. (2023). Reviewer: Nirode C. Mohanty (Huntington Beach) MSC: 62-01 62H30 62-04 62R07 62J12 62H25 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Saha, Arkajyoti; Basu, Sumanta; Datta, Abhirup Random forests for spatially dependent data. (English) Zbl 1514.68262 J. Am. Stat. Assoc. 118, No. 541, 665-683 (2023). MSC: 68T05 62D20 62M30 × Cite Format Result Cite Review PDF Full Text: DOI Link
Viviano, Davide; Bradic, Jelena Synthetic learner: model-free inference on treatments over time. (English) Zbl 07693690 J. Econom. 234, No. 2, 691-713 (2023). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Chenavier, Nicolas; Coupier, David; Rousselle, Arnaud The bi-dimensional directed IDLA forest. (English) Zbl 1511.60142 Ann. Appl. Probab. 33, No. 3, 2247-2290 (2023). MSC: 60K35 05C80 82C24 82B41 60G50 × Cite Format Result Cite Review PDF Full Text: DOI HAL
Cisneros, Daniela; Gong, Yan; Yadav, Rishikesh; Hazra, Arnab; Huser, Raphaël A combined statistical and machine learning approach for spatial prediction of extreme wildfire frequencies and sizes. (English) Zbl 07685222 Extremes 26, No. 2, 301-330 (2023). MSC: 62G32 62H11 62J05 62J12 62P12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Li, Adam; Perry, Ronan; Huynh, Chester; Tomita, Tyler M.; Mehta, Ronak; Arroyo, Jesus; Patsolic, Jesse; Falk, Ben; Sarma, Sridevi; Vogelstein, Joshua Manifold oblique random forests: towards closing the gap on convolutional deep networks. (English) Zbl 07669888 SIAM J. Math. Data Sci. 5, No. 1, 77-96 (2023). MSC: 68W20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Soukarieh, Inass; Bouzebda, Salim Renewal type bootstrap for increasing degree \(U\)-process of a Markov chain. (English) Zbl 1521.60036 J. Multivariate Anal. 195, Article ID 105143, 25 p. (2023). MSC: 60J05 60F05 60F15 60K05 62G09 × Cite Format Result Cite Review PDF Full Text: DOI
Scornet, Erwan Trees, forests, and impurity-based variable importance in regression. (English. French summary) Zbl 07657642 Ann. Inst. Henri Poincaré, Probab. Stat. 59, No. 1, 21-52 (2023). MSC: 62G08 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sarang, Poornachandra Thinking data science. A data science practitioner’s guidebook. (English) Zbl 1530.68004 The Springer Series in Applied Machine Learning. Cham: Springer (ISBN 978-3-031-02362-0/hbk; 978-3-031-02365-1/pbk; 978-3-031-02363-7/ebook). xx, 358 p. (2023). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 68-01 62-01 62H30 62R07 68T05 68T07 68T09 68T50 × Cite Format Result Cite Review PDF Full Text: DOI
Cho, Youngjoo; Molinaro, Annette M.; Hu, Chen; Strawderman, Robert L. Regression trees and ensembles for cumulative incidence functions. (English) Zbl 07942992 Int. J. Biostat. 18, No. 2, 397-419 (2022). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Doubleday, Kevin; Zhou, Jin; Zhou, Hua; Fu, Haoda Risk controlled decision trees and random forests for precision medicine. (English) Zbl 1545.62303 Stat. Med. 41, No. 4, 719-735 (2022). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Borup, Daniel; Schütte, Erik Christian Montes In search of a job: forecasting employment growth using Google trends. (English) Zbl 1547.62638 J. Bus. Econ. Stat. 40, No. 1, 186-200 (2022). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Scharfstein, Daniel O.; Steingrimsson, Jon; McDermott, Aidan; Wang, Chenguang; Ray, Souvik; Campbell, Aimee; Nunes, Edward; Matthews, Abigail Global sensitivity analysis of randomized trials with nonmonotone missing binary outcomes: application to studies of substance use disorders. (English) Zbl 1520.62320 Biometrics 78, No. 2, 649-659 (2022). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Chi, Chien-Ming; Vossler, Patrick; Fan, Yingying; Lv, Jinchi Asymptotic properties of high-dimensional random forests. (English) Zbl 1539.62190 Ann. Stat. 50, No. 6, 3415-3438 (2022). MSC: 62H30 62G08 62H12 62G20 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Elie-Dit-Cosaque, Kévin; Maume-Deschamps, Véronique Random forest estimation of conditional distribution functions and conditional quantiles. (English) Zbl 07633945 Electron. J. Stat. 16, No. 2, 6553-6583 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Loyal, Joshua Daniel; Zhu, Ruoqing; Cui, Yifan; Zhang, Xin Dimension reduction forests: local variable importance using structured random forests. (English) Zbl 07633306 J. Comput. Graph. Stat. 31, No. 4, 1104-1113 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Le, Tri M.; Clarke, Bertrand S. Model averaging is asymptotically better than model selection for prediction. (English) Zbl 07625186 J. Mach. Learn. Res. 23, Paper No. 33, 53 p. (2022). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: Link
Ferreira, José A. Models under which random forests perform badly; consequences for applications. (English) Zbl 1505.62143 Comput. Stat. 37, No. 4, 1839-1854 (2022). MSC: 62-08 62H30 62G05 62G20 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gao, Wei; Xu, Fan; Zhou, Zhi-Hua Towards convergence rate analysis of random forests for classification. (English) Zbl 07613166 Artif. Intell. 313, Article ID 103788, 34 p. (2022). MSC: 68Txx × Cite Format Result Cite Review PDF Full Text: DOI
Bjerre, Dorethe Skovgaard Tree-based machine learning methods for modeling and forecasting mortality. (English) Zbl 1504.91242 ASTIN Bull. 52, No. 3, 765-787 (2022). MSC: 91G05 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Mollas, Ioannis; Bassiliades, Nick; Tsoumakas, Grigorios Conclusive local interpretation rules for random forests. (English) Zbl 1507.68236 Data Min. Knowl. Discov. 36, No. 4, 1521-1574 (2022). MSC: 68T01 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Tutz, Gerhard Ordinal trees and random forests: score-free recursive partitioning and improved ensembles. (English) Zbl 07577559 J. Classif. 39, No. 2, 241-263 (2022). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Moradian, Hoora; Yao, Weichi; Larocque, Denis; Simonoff, Jeffrey S.; Frydman, Halina Dynamic estimation with random forests for discrete-time survival data. (English. French summary) Zbl 1492.62156 Can. J. Stat. 50, No. 2, 533-548 (2022). MSC: 62N02 62G05 68T07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Arboretti, Rosa; Ceccato, Riccardo; Pegoraro, Luca; Salmaso, Luigi; Housmekerides, Chris; Spadoni, Luca; Pierangelo, Elisabetta; Quaggia, Sara; Tveit, Catherine; Vianello, Sebastiano Machine learning and design of experiments with an application to product innovation in the chemical industry. (English) Zbl 07563018 J. Appl. Stat. 49, No. 10, 2674-2699 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Cui, Yifan; Zhu, Ruoqing; Zhou, Mai; Kosorok, Michael Consistency of survival tree and forest models: splitting bias and correction. (English) Zbl 1524.62475 Stat. Sin. 32, No. 3, 1245-1267 (2022). MSC: 62N01 62G05 62G20 62P10 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Adiceam, Faustin Around the Danzer problem and the construction of dense forests. (English) Zbl 1493.52005 Enseign. Math. (2) 68, No. 1-2, 25-60 (2022). MSC: 52A20 51F99 52A22 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chandna, Akshat; Srinivasan, Sanjay Mapping natural fracture networks using geomechanical inferences from machine learning approaches. (English) Zbl 1489.86018 Comput. Geosci. 26, No. 3, 651-676 (2022). MSC: 86A60 86A32 86-08 68T05 74L05 × Cite Format Result Cite Review PDF Full Text: DOI
Avena, Luca; Gaudillière, Alexandre; Milanesi, Paolo; Quattropani, Matteo Loop-erased partitioning of a graph: mean-field analysis. (English) Zbl 1504.05270 Electron. J. Probab. 27, Paper No. 67, 35 p. (2022). MSC: 05C81 05C85 60J10 60J27 60J28 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Loecher, Markus Unbiased variable importance for random forests. (English) Zbl 07533613 Commun. Stat., Theory Methods 51, No. 5, 1413-1425 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Peng, Wei; Coleman, Tim; Mentch, Lucas Rates of convergence for random forests via generalized U-statistics. (English) Zbl 1493.62071 Electron. J. Stat. 16, No. 1, 232-292 (2022). MSC: 62E20 62E17 60F05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Easo, Philip The wired arboreal gas on regular trees. (English) Zbl 1491.60174 Electron. Commun. Probab. 27, Paper No. 22, 10 p. (2022). MSC: 60K35 05C80 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Pavlov, Yu. L.; Cheplyukova, I. A. Sizes of trees in a random forest and configuration graphs. (English. Russian original) Zbl 1487.05081 Proc. Steklov Inst. Math. 316, 280-297 (2022); translation from Tr. Mat. Inst. Steklova 316, 298-315 (2022). MSC: 05C12 05C80 05C30 60J80 × Cite Format Result Cite Review PDF Full Text: DOI
Kim, Ringi; Norin, Sergey; Oum, Sang-il Obstructions for partitioning into forests and outerplanar graphs. (English) Zbl 1486.05245 Discrete Appl. Math. 312, 15-28 (2022). Reviewer: Nicolás Sanhueza-Matamala (Praha) MSC: 05C70 05C05 05C80 05C65 05C75 05C12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Nielsen, Mikkel Slot; Rohde, Victor A surrogate model for estimating extreme tower loads on wind turbines based on random forest proximities. (English) Zbl 07484705 J. Appl. Stat. 49, No. 2, 485-497 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Fazzari, Melissa J.; Kim, Mimi Y. Subgroup discovery in non-inferiority trials. (English) Zbl 1546.62223 Stat. Med. 40, No. 24, 5174-5187 (2021). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Medeiros, Marcelo C.; Vasconcelos, Gabriel F. R.; Veiga, Álvaro; Zilberman, Eduardo Forecasting inflation in a data-rich environment: the benefits of machine learning methods. (English) Zbl 1547.62854 J. Bus. Econ. Stat. 39, No. 1, 98-119 (2021). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Cinaroglu, Songul Geographic distribution of the efficiency of childbirth services in Turkey. (English) Zbl 07910672 Topcu, Y. Ilker (ed.) et al., Multiple criteria decision making. Beyond the information age. Selected papers based on the presentations at the 25th international conference (MCDM 2019), Istanbul, Turkey, June 16–21, 2019. Cham: Springer. Contrib. Manag. Sci., 131-154 (2021). MSC: 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Manzella, Federico; Pagliarini, Giovanni; Sciavicco, Guido; Stan, Ionel Eduard Interval temporal random forests with an application to COVID-19 diagnosis. (English) Zbl 07744950 Combi, Carlo (ed.) et al., 28th international symposium on temporal representation and reasoning, TIME 2021, Klagenfurt, Austria, virtual conference, September 27–29, 2021. Wadern: Schloss Dagstuhl – Leibniz-Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 206, Article 7, 18 p. (2021). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Chavent, Marie; Genuer, Robin; Saracco, Jérôme Combining clustering of variables and feature selection using random forests. (English) Zbl 1489.62179 Commun. Stat., Simulation Comput. 50, No. 2, 426-445 (2021). MSC: 62H30 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Villanueva Llerena, Julissa; Deratani Mauá, Denis; Antonucci, Alessandro Cautious classification with data missing not at random using generative random forests. (English) Zbl 07542349 Vejnarová, Jiřina (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 16th European conference, ECSQARU 2021, Prague, Czech Republic, September 21–24, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12897, 284-298 (2021). MSC: 68T37 × Cite Format Result Cite Review PDF Full Text: DOI
Ahmmed, B.; Mudunuru, M. K.; Karra, S.; James, S. C.; Vesselinov, V. V. A comparative study of machine learning models for predicting the state of reactive mixing. (English) Zbl 07511682 J. Comput. Phys. 432, Article ID 110147, 26 p. (2021). MSC: 68Txx 68-XX 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Miermont, Grégory Compact Brownian surfaces. (English) Zbl 1486.60022 Inahama, Yuzuru (ed.) et al., Stochastic analysis, random fields and integrable probability – Fukuoka 2019. Proceedings of the 12th Mathematical Society of Japan, Seasonal Institute (MSJ-SI), Kyushu University, Japan, 31 July – 9 August 2019. Tokyo: Mathematical Society of Japan. Adv. Stud. Pure Math. 87, 173-199 (2021). MSC: 60D05 60C05 60F17 × Cite Format Result Cite Review PDF Full Text: DOI
Ghosal, Indrayudh; Hooker, Giles Boosting random forests to reduce bias; one-step boosted forest and its variance estimate. (English) Zbl 07499870 J. Comput. Graph. Stat. 30, No. 2, 493-502 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cammarota, Camillo; Pinto, Alessandro Variable selection and importance in presence of high collinearity: an application to the prediction of lean body mass from multi-frequency bioelectrical impedance. (English) Zbl 1521.62269 J. Appl. Stat. 48, No. 9, 1644-1658 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Tang, Pengfei Weights of uniform spanning forests on nonunimodular transitive graphs. (English) Zbl 1492.60294 Electron. J. Probab. 26, Paper No. 141, 62 p. (2021). MSC: 60K35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gkillas, Konstantinos; Tantoula, Maria; Tzagarakis, Manolis Transaction activity and bitcoin realized volatility. (English) Zbl 1525.91186 Oper. Res. Lett. 49, No. 5, 715-719 (2021). MSC: 91G80 62P05 × Cite Format Result Cite Review PDF Full Text: DOI
Lei, Tao Small trees in supercritical random forests. (English) Zbl 1485.60013 Can. Math. Bull. 64, No. 3, 605-623 (2021). Reviewer: Ping Sun (Shenyang) MSC: 60C05 05C05 05C80 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Avena, Luca; Castell, Fabienne; Gaudillière, Alexandre; Mélot, Clothilde Approximate and exact solutions of intertwining equations through random spanning forests. (English) Zbl 1473.60112 Vares, Maria Eulália (ed.) et al., In and out of equilibrium 3: celebrating Vladas Sidoravicius. Cham: Birkhäuser. Prog. Probab. 77, 27-69 (2021). MSC: 60J28 60J10 05C81 15A15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Biewen, Martin; Kugler, Philipp Two-stage least squares random forests with an application to Angrist and Evans (1998). (English) Zbl 1467.62113 Econ. Lett. 204, Article ID 109893, 5 p. (2021). MSC: 62H30 62G05 68T05 × Cite Format Result Cite Review PDF Full Text: DOI Link
Salles, Thiago; Rocha, Leonardo; Gonçalves, Marcos A bias-variance analysis of state-of-the-art random forest text classifiers. (English) Zbl 07363878 Adv. Data Anal. Classif., ADAC 15, No. 2, 379-405 (2021). MSC: 62K25 62F86 × Cite Format Result Cite Review PDF Full Text: DOI
James, Gareth; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert An introduction to statistical learning. With applications in R. 2nd edition. (English) Zbl 1469.62002 Springer Texts in Statistics. New York, NY: Springer (ISBN 978-1-0716-1417-4/hbk; 978-1-0716-1420-4/pbk; 978-1-0716-1418-1/ebook). xv, 607 p. (2021). MSC: 62-01 62C99 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Bauerschmidt, Roland; Crawford, Nicholas; Helmuth, Tyler; Swan, Andrew Random spanning forests and hyperbolic symmetry. (English) Zbl 1470.60270 Commun. Math. Phys. 381, No. 3, 1223-1261 (2021). MSC: 60K35 05C80 82B20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Akalin, Altuna [Franke, Verdan; Uyar, Bora; Ronen, Jonathan] Computational genomics with R. With the assistance of Verdan Franke, Bora Uyar and Jonathan Ronen. (English) Zbl 1482.92002 Chapman & Hall/CRC Computational Biology Series. Boca Raton, FL: CRC Press (ISBN 978-1-4987-8185-5/hbk; 978-0-367-63460-5/pbk; 978-0-429-08431-7/ebook). xxii, 440 p. (2021). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 92-02 92D10 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Bénard, Clément; Biau, Gérard; Da Veiga, Sébastien; Scornet, Erwan SIRUS: stable and interpretable RUle set for classification. (English) Zbl 1458.62126 Electron. J. Stat. 15, No. 1, 427-505 (2021). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H30 62G05 62G35 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Lang, Moritz N.; Schlosser, Lisa; Hothorn, Torsten; Mayr, Georg J.; Stauffer, Reto; Zeileis, Achim Circular regression trees and forests with an application to probabilistic wind direction forecasting. (English) Zbl 07948113 J. R. Stat. Soc., Ser. C, Appl. Stat. 69, No. 5, 1357-1374 (2020). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Coleman, Tim; Mentch, Lucas; Fink, Daniel; La Sorte, Frank A.; Winkler, David W.; Hooker, Giles; Hochachka, Wesley M. Statistical inference on tree swallow migrations with random forests. (English) Zbl 07948096 J. R. Stat. Soc., Ser. C, Appl. Stat. 69, No. 4, 973-989 (2020). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Liu, Xiao; Pan, Rong Analysis of large heterogeneous repairable system reliability data with static system attributes and dynamic sensor measurement in big data environment. (English) Zbl 07942445 Technometrics 62, No. 2, 206-222 (2020). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhao, Lili; Murray, Susan; Mariani, Laura H.; Ju, Wenjun Incorporating longitudinal biomarkers for dynamic risk prediction in the era of big data: a pseudo-observation approach. (English) Zbl 1546.62919 Stat. Med. 39, No. 26, 3685-3699 (2020). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Austin, Peter C.; Harrell, Frank E. jun.; van Klaveren, David Graphical calibration curves and the integrated calibration index (ICI) for survival models. (English) Zbl 1546.62065 Stat. Med. 39, No. 21, 2714-2742 (2020). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Krzykalla, Julia; Benner, Axel; Kopp-Schneider, Annette Exploratory identification of predictive biomarkers in randomized trials with normal endpoints. (English) Zbl 1546.62416 Stat. Med. 39, No. 7, 923-939 (2020). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Sesia, Matteo; Candès, Emmanuel J. A comparison of some conformal quantile regression methods. (English) Zbl 07851149 Stat 9, No. 1, Paper No. e261, 8 p. (2020). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Efron, Bradley Prediction, estimation, and attribution. (English) Zbl 07778682 Int. Stat. Rev. 88, Suppl. S1, S28-S59 (2020). MSC: 62Jxx 62Fxx × Cite Format Result Cite Review PDF Full Text: DOI
Hwang, Wook-Yeon Variable selection for collaborative filtering with market basket data. (English) Zbl 07767670 Int. Trans. Oper. Res. 27, No. 6, 3167-3177 (2020). MSC: 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Vásquez, Paola; Loría, Antonio; Sánchez, Fabio; Barboza, Luis A. Climate-driven statistical models as effective predictors of local dengue incidence in Costa Rica: a generalized additive model and random forest approach. (English) Zbl 1513.62238 Rev. Mat. Teor. Apl. 27, No. 1, 1-21 (2020). MSC: 62P10 62J12 62M20 92D30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Breskvar, Martin; Džeroski, Sašo Predicting associations between proteins and multiple diseases. (English) Zbl 1507.62338 Helic, Denis (ed.) et al., Foundations of intelligent systems. 25th international symposium, ISMIS 2020, Graz, Austria, September 23–25, 2020. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12117, 383-392 (2020). MSC: 62P10 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Shuai; Li, Zhongyan; Zhu, Jinyun; Lin, Zhicen; Zhong, Meiru Stock selection strategy of A-share market based on rotation effect and random forest. (English) Zbl 1484.91523 AIMS Math. 5, No. 5, 4563-4580 (2020). MSC: 91G70 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Weinhold, Leonie; Schmid, Matthias; Mitchell, Richard; Maloney, Kelly O.; Wright, Marvin N.; Berger, Moritz A random forest approach for bounded outcome variables. (English) Zbl 07499303 J. Comput. Graph. Stat. 29, No. 3, 639-658 (2020). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Lopes, Miles E.; Wu, Suofei; Lee, Thomas C. M. Measuring the algorithmic convergence of randomized ensembles: the regression setting. (English) Zbl 1490.62161 SIAM J. Math. Data Sci. 2, No. 4, 921-943 (2020). MSC: 62H30 62G09 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Schnürch, Simon; Wagner, Andreas Electricity price forecasting with neural networks on EPEX order books. (English) Zbl 1457.91363 Appl. Math. Finance 27, No. 3, 189-206 (2020). MSC: 91G15 62P05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Mišić, Velibor V. Optimization of tree ensembles. (English) Zbl 1457.90098 Oper. Res. 68, No. 5, 1605-1624 (2020). MSC: 90C11 90C90 × Cite Format Result Cite Review PDF Full Text: DOI arXiv