Yang, Yimin Efficient estimation of multi-level models with strictly exogenous explanatory variables. (English) Zbl 07308206 Econ. Lett. 198, Article ID 109667, 5 p. (2021). MSC: 62D20 62F10 PDF BibTeX XML Cite \textit{Y. Yang}, Econ. Lett. 198, Article ID 109667, 5 p. (2021; Zbl 07308206) Full Text: DOI
Rosenbaum, Paul Replication and evidence factors in observational studies (to appear). (English) Zbl 07303763 Chapman & Hall/CRC Monographs on Statistics and Applied Probability 167. Boca Raton, FL: CRC Press (ISBN 978-0-367-48388-3/hbk). 276 p. (2021). MSC: 62-02 62D20 PDF BibTeX XML Cite \textit{P. Rosenbaum}, Replication and evidence factors in observational studies (to appear). Boca Raton, FL: CRC Press (2021; Zbl 07303763)
Ning, Wei; Wu, Yanhong Common change-point estimation and changed panel isolation after sequential detection in an exponential family. (English) Zbl 07303017 J. Stat. Theory Pract. 15, No. 1, Paper No. 1, 16 p. (2021). MSC: 62G10 62L12 62D20 62P05 PDF BibTeX XML Cite \textit{W. Ning} and \textit{Y. Wu}, J. Stat. Theory Pract. 15, No. 1, Paper No. 1, 16 p. (2021; Zbl 07303017) Full Text: DOI
Burgess, Stephen; Thompson, Simon G. Mendelian randomization. Methods for causal inference using genetic variants (to appear). (English) Zbl 07302705 Chapman & Hall/CRC Interdisciplinary Statistics Series. Boca Raton, FL: CRC Press (ISBN 978-0-367-34184-8/hbk; 978-1-032-01951-2/pbk). 240 p. (2021). MSC: 62-02 92-02 62F15 62P10 92D10 PDF BibTeX XML Cite \textit{S. Burgess} and \textit{S. G. Thompson}, Mendelian randomization. Methods for causal inference using genetic variants (to appear). Boca Raton, FL: CRC Press (2021; Zbl 07302705)
Zhong, Wei; Gao, Yang; Zhou, Wei; Fan, Qingliang Endogenous treatment effect estimation using high-dimensional instruments and double selection. (English) Zbl 07290518 Stat. Probab. Lett. 169, Article ID 108967, 6 p. (2021). MSC: 62F07 62D20 62P25 PDF BibTeX XML Cite \textit{W. Zhong} et al., Stat. Probab. Lett. 169, Article ID 108967, 6 p. (2021; Zbl 07290518) Full Text: DOI
Orihara, Shunichiro; Hamada, Etsuo Determination of the optimal number of strata for propensity score subclassification. (English) Zbl 07290501 Stat. Probab. Lett. 168, Article ID 108951, 6 p. (2021). MSC: 62D20 62D05 62H30 PDF BibTeX XML Cite \textit{S. Orihara} and \textit{E. Hamada}, Stat. Probab. Lett. 168, Article ID 108951, 6 p. (2021; Zbl 07290501) Full Text: DOI
Hwang, Eunju Weighted least squares estimation in a binary random coefficient panel model with infinite variance. (English) Zbl 07290491 Stat. Probab. Lett. 168, Article ID 108932, 9 p. (2021). MSC: 62M10 62J05 62D20 62P05 PDF BibTeX XML Cite \textit{E. Hwang}, Stat. Probab. Lett. 168, Article ID 108932, 9 p. (2021; Zbl 07290491) Full Text: DOI
Greene, William H.; Liu, Min (Shirley) Review of difference-in-difference analyses in social sciences: application in policy test research. (English) Zbl 07283336 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific (ISBN 978-981-12-0244-5/hbk; 978-981-12-0238-4/set; 978-981-12-0240-7/ebook). 4255-4280 (2021). MSC: 62P25 62G05 PDF BibTeX XML Cite \textit{W. H. Greene} and \textit{M. Liu}, in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 4255--4280 (2021; Zbl 07283336) Full Text: DOI
Feng, Qu; Kao, Chihwa Large-dimensional panel data econometrics. Testing, estimation and structural changes. (English) Zbl 07242535 Hackensack, NJ: World Scientific (ISBN 978-981-12-2077-7/hbk; 978-981-12-2079-1/ebook). x, 156 p. (2021). MSC: 62-02 91-02 62P20 62D20 62R07 91B02 PDF BibTeX XML Cite \textit{Q. Feng} and \textit{C. Kao}, Large-dimensional panel data econometrics. Testing, estimation and structural changes. Hackensack, NJ: World Scientific (2021; Zbl 07242535) Full Text: DOI
Evans, Robin J. Model selection and local geometry. (English) Zbl 07315920 Ann. Stat. 48, No. 6, 3513-3544 (2020). MSC: 62H15 62H22 62F03 62R20 PDF BibTeX XML Cite \textit{R. J. Evans}, Ann. Stat. 48, No. 6, 3513--3544 (2020; Zbl 07315920) Full Text: DOI Euclid
Karmakar, Bikram; Small, Dylan S. Assessment of the extent of corroboration of an elaborate theory of a causal hypothesis using partial conjunctions of evidence factors. (English) Zbl 07315911 Ann. Stat. 48, No. 6, 3283-3311 (2020). MSC: 62G10 62K15 03A10 PDF BibTeX XML Cite \textit{B. Karmakar} and \textit{D. S. Small}, Ann. Stat. 48, No. 6, 3283--3311 (2020; Zbl 07315911) Full Text: DOI Euclid
Sant’Anna, Pedro H. C.; Zhao, Jun Doubly robust difference-in-differences estimators. (English) Zbl 07308438 J. Econom. 219, No. 1, 101-122 (2020). MSC: 62 91 PDF BibTeX XML Cite \textit{P. H. C. Sant'Anna} and \textit{J. Zhao}, J. Econom. 219, No. 1, 101--122 (2020; Zbl 07308438) Full Text: DOI
Gørgens, Tue; Han, Chirok; Xue, Sen On the asymptotic distribution of the quadratic GMM estimator of a dynamic panel data model under a unit root. (English) Zbl 07308059 Econ. Lett. 197, Article ID 109605, 4 p. (2020). MSC: 62D20 62M07 62E20 PDF BibTeX XML Cite \textit{T. Gørgens} et al., Econ. Lett. 197, Article ID 109605, 4 p. (2020; Zbl 07308059) Full Text: DOI
Wu, Jianhong A joint test for serial correlation and heteroscedasticity in fixed-\(T\) panel regression models with interactive effects. (English) Zbl 07308055 Econ. Lett. 197, Article ID 109594, 5 p. (2020). MSC: 62D20 62M02 62H20 62J02 62G08 PDF BibTeX XML Cite \textit{J. Wu}, Econ. Lett. 197, Article ID 109594, 5 p. (2020; Zbl 07308055) Full Text: DOI
Witte, Janine; Henckel, Leonard; Maathuis, Marloes H.; Didelez, Vanessa On efficient adjustment in causal graphs. (English) Zbl 07306925 J. Mach. Learn. Res. 21, Paper No. 246, 45 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Witte} et al., J. Mach. Learn. Res. 21, Paper No. 246, 45 p. (2020; Zbl 07306925) Full Text: Link
Rotnitzky, Andrea; Smucler, Ezequiel Efficient adjustment sets for population average causal treatment effect estimation in graphical models. (English) Zbl 07306884 J. Mach. Learn. Res. 21, Paper No. 188, 86 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Rotnitzky} and \textit{E. Smucler}, J. Mach. Learn. Res. 21, Paper No. 188, 86 p. (2020; Zbl 07306884) Full Text: Link
He, Kevin; Li, Yun; Rao, Panduranga S.; Sung, Randall S.; Schaubel, Douglas E. Prognostic score matching methods for estimating the average effect of a non-reversible binary time-dependent treatment on the survival function. (English) Zbl 07303193 Lifetime Data Anal. 26, No. 3, 451-470 (2020). MSC: 62N05 62M20 62P10 PDF BibTeX XML Cite \textit{K. He} et al., Lifetime Data Anal. 26, No. 3, 451--470 (2020; Zbl 07303193) Full Text: DOI
Fang, Guanhua; Ying, Zhiliang Latent theme dictionary model for finding co-occurrent patterns in process data. (English) Zbl 07300522 Psychometrika 85, No. 3, 775-811 (2020). MSC: 62P15 62D20 62G07 62-08 65C05 PDF BibTeX XML Cite \textit{G. Fang} and \textit{Z. Ying}, Psychometrika 85, No. 3, 775--811 (2020; Zbl 07300522) Full Text: DOI
Stefanutti, Luca; de Chiusole, Debora; Anselmi, Pasquale; Spoto, Andrea Extending the basic local independence model to polytomous data. (English) Zbl 07300519 Psychometrika 85, No. 3, 684-715 (2020). MSC: 62P15 62D20 PDF BibTeX XML Cite \textit{L. Stefanutti} et al., Psychometrika 85, No. 3, 684--715 (2020; Zbl 07300519) Full Text: DOI
Jeon, Minjeong; De Boeck, Paul; Li, Xiangrui; Lu, Zhong-Lin Trivariate theory of mind data analysis with a conditional joint modeling approach. (English) Zbl 07300267 Psychometrika 85, No. 2, 398-436 (2020). MSC: 62H12 62D20 62P15 PDF BibTeX XML Cite \textit{M. Jeon} et al., Psychometrika 85, No. 2, 398--436 (2020; Zbl 07300267) Full Text: DOI
Calissano, Anna; Vantini, Simone; Arena, Marika Monitoring rare categories in sentiment and opinion analysis: a Milan mega event on Twitter platform. (English) Zbl 07300207 Stat. Methods Appl. 29, No. 4, 787-812 (2020). MSC: 62P25 62H30 62D20 PDF BibTeX XML Cite \textit{A. Calissano} et al., Stat. Methods Appl. 29, No. 4, 787--812 (2020; Zbl 07300207) Full Text: DOI
Mínguez, Román; Basile, Roberto; Durbán, María An alternative semiparametric model for spatial panel data. (English) Zbl 07300202 Stat. Methods Appl. 29, No. 4, 669-708 (2020). MSC: 62D20 62M30 62H11 62J10 65D07 PDF BibTeX XML Cite \textit{R. Mínguez} et al., Stat. Methods Appl. 29, No. 4, 669--708 (2020; Zbl 07300202) Full Text: DOI
Li, Kathleen T. Statistical inference for average treatment effects estimated by synthetic control methods. (English) Zbl 1453.62330 J. Am. Stat. Assoc. 115, No. 532, 2068-2083 (2020). MSC: 62D20 62E20 PDF BibTeX XML Cite \textit{K. T. Li}, J. Am. Stat. Assoc. 115, No. 532, 2068--2083 (2020; Zbl 1453.62330) Full Text: DOI
Chen, Yilin; Li, Pengfei; Wu, Changbao Doubly robust inference with nonprobability survey samples. (English) Zbl 1453.62329 J. Am. Stat. Assoc. 115, No. 532, 2011-2021 (2020). MSC: 62D20 62G08 PDF BibTeX XML Cite \textit{Y. Chen} et al., J. Am. Stat. Assoc. 115, No. 532, 2011--2021 (2020; Zbl 1453.62329) Full Text: DOI
Ma, Xinwei; Wang, Jingshen Robust inference using inverse probability weighting. (English) Zbl 07300163 J. Am. Stat. Assoc. 115, No. 532, 1851-1860 (2020). MSC: 62F35 62D20 62P20 PDF BibTeX XML Cite \textit{X. Ma} and \textit{J. Wang}, J. Am. Stat. Assoc. 115, No. 532, 1851--1860 (2020; Zbl 07300163) Full Text: DOI
Franks, AlexanderM.; D’Amour, Alexander; Feller, Avi Flexible sensitivity analysis for observational studies without observable implications. (English) Zbl 1452.62177 J. Am. Stat. Assoc. 115, No. 532, 1730-1746 (2020). MSC: 62D20 62D10 62F15 PDF BibTeX XML Cite \textit{AlexanderM. Franks} et al., J. Am. Stat. Assoc. 115, No. 532, 1730--1746 (2020; Zbl 1452.62177) Full Text: DOI
Rosenbaum, P. R. A conditional test with demonstrated insensitivity to unmeasured bias in matched observational studies. (English) Zbl 07299640 Biometrika 107, No. 4, 827-840 (2020). MSC: 62D20 62H15 PDF BibTeX XML Cite \textit{P. R. Rosenbaum}, Biometrika 107, No. 4, 827--840 (2020; Zbl 07299640) Full Text: DOI
Cohen, P. L.; Olson, M. A.; Fogarty, C. B. Multivariate one-sided testing in matched observational studies as an adversarial game. (English) Zbl 07299639 Biometrika 107, No. 4, 809-825 (2020). MSC: 62H15 62D20 90C25 91A80 PDF BibTeX XML Cite \textit{P. L. Cohen} et al., Biometrika 107, No. 4, 809--825 (2020; Zbl 07299639) Full Text: DOI
Zhu, Liang; Choi, Sangbum; Li, Yimei; Huang, Xuelin; Sun, Jianguo; Robison, Leslie L. Statistical analysis of clustered mixed recurrent-event data with application to a cancer survivor study. (English) Zbl 07297535 Lifetime Data Anal. 26, No. 4, 820-832 (2020). MSC: 62N05 62H30 62D20 62P10 PDF BibTeX XML Cite \textit{L. Zhu} et al., Lifetime Data Anal. 26, No. 4, 820--832 (2020; Zbl 07297535) Full Text: DOI
Pennoni, Fulvia; Genge, Ewa Analysing the course of public trust via hidden Markov models: a focus on the Polish society. (English) Zbl 07297226 Stat. Methods Appl. 29, No. 2, 399-425 (2020). MSC: 62M05 62D20 62D10 62P25 PDF BibTeX XML Cite \textit{F. Pennoni} and \textit{E. Genge}, Stat. Methods Appl. 29, No. 2, 399--425 (2020; Zbl 07297226) Full Text: DOI
Zhou, Qi; McNeal, Catherine; Copeland, Laurel A.; Zachariah, Justin P.; Song, Joon Jin Bayesian propensity score analysis for clustered observational data. (English) Zbl 07297222 Stat. Methods Appl. 29, No. 2, 335-355 (2020). MSC: 62H30 62D20 62F15 62P10 PDF BibTeX XML Cite \textit{Q. Zhou} et al., Stat. Methods Appl. 29, No. 2, 335--355 (2020; Zbl 07297222) Full Text: DOI
Cooke, Roger M.; Joe, Harry; Chang, Bo Vine copula regression for observational studies. (English) Zbl 07297163 AStA, Adv. Stat. Anal. 104, No. 2, 141-167 (2020). MSC: 62H05 62J02 62D20 62P25 PDF BibTeX XML Cite \textit{R. M. Cooke} et al., AStA, Adv. Stat. Anal. 104, No. 2, 141--167 (2020; Zbl 07297163) Full Text: DOI
Liu, Changqing Orthogonality based inverse probability weighted estimation for panel data models with missing data. (Chinese. English summary) Zbl 07296054 Math. Pract. Theory 50, No. 13, 177-182 (2020). MSC: 62F12 62F35 62D10 62D20 PDF BibTeX XML Cite \textit{C. Liu}, Math. Pract. Theory 50, No. 13, 177--182 (2020; Zbl 07296054)
Wang, Yonggang; Chen, Meng; Feng, Sanying Serial correlation test in partially linear panel data models with fixed effects. (Chinese. English summary) Zbl 07295950 J. Zhengzhou Univ., Nat. Sci. Ed. 52, No. 3, 104-109 (2020). MSC: 62G10 62G05 62G20 62D20 PDF BibTeX XML Cite \textit{Y. Wang} et al., J. Zhengzhou Univ., Nat. Sci. Ed. 52, No. 3, 104--109 (2020; Zbl 07295950) Full Text: DOI
Liu, Lin; Mukherjee, Rajarshi; Robins, James M. On nearly assumption-free tests of nominal confidence interval coverage for causal parameters estimated by machine learning. (English) Zbl 07292541 Stat. Sci. 35, No. 3, 518-539 (2020). MSC: 62 PDF BibTeX XML Cite \textit{L. Liu} et al., Stat. Sci. 35, No. 3, 518--539 (2020; Zbl 07292541) Full Text: DOI Euclid
Benkeser, David; Cai, Weixin; van der Laan, Mark J. A nonparametric super-efficient estimator of the average treatment effect. (English) Zbl 07292536 Stat. Sci. 35, No. 3, 484-495 (2020). MSC: 62 PDF BibTeX XML Cite \textit{D. Benkeser} et al., Stat. Sci. 35, No. 3, 484--495 (2020; Zbl 07292536) Full Text: DOI Euclid
Vanderweele, Tyler J.; Mathur, Maya B.; Chen, Ying Outcome-wide longitudinal designs for causal inference: a new template for empirical studies. (English) Zbl 07292531 Stat. Sci. 35, No. 3, 437-466 (2020). MSC: 62 PDF BibTeX XML Cite \textit{T. J. Vanderweele} et al., Stat. Sci. 35, No. 3, 437--466 (2020; Zbl 07292531) Full Text: DOI Euclid
Linn, Kristin A. Moving toward rigorous evaluation of mobile health interventions. (English) Zbl 07292524 Stat. Sci. 35, No. 3, 394-395 (2020). MSC: 62 PDF BibTeX XML Cite \textit{K. A. Linn}, Stat. Sci. 35, No. 3, 394--395 (2020; Zbl 07292524) Full Text: DOI Euclid
Qian, Tianchen; Klasnja, Predrag; Murphy, Susan A. Linear mixed models with endogenous covariates: modeling sequential treatment effects with application to a mobile health study. (English) Zbl 07292522 Stat. Sci. 35, No. 3, 375-390 (2020). MSC: 62 PDF BibTeX XML Cite \textit{T. Qian} et al., Stat. Sci. 35, No. 3, 375--390 (2020; Zbl 07292522) Full Text: DOI Euclid
Yu, Ruoqi; Silber, Jeffrey H.; Rosenbaum, Paul R. Matching methods for observational studies derived from large administrative databases. (English) Zbl 07292518 Stat. Sci. 35, No. 3, 338-355 (2020). MSC: 62 PDF BibTeX XML Cite \textit{R. Yu} et al., Stat. Sci. 35, No. 3, 338--355 (2020; Zbl 07292518) Full Text: DOI Euclid
Maciak, Matúš; Pešta, Michal; Vitali, Sebastiano Implied volatility surface estimation via quantile regularization. (English) Zbl 07287463 Maciak, Matúš (ed.) et al., Analytical methods in statistics. AMISTAT. Proceedings of the workshop, Liberec, Czech Republic, September 16–19, 2019. Cham: Springer (ISBN 978-3-030-48813-0/hbk; 978-3-030-48814-7/ebook). Springer Proceedings in Mathematics & Statistics 329, 73-87 (2020). MSC: 62P05 62D20 62G08 62J07 PDF BibTeX XML Cite \textit{M. Maciak} et al., in: Analytical methods in statistics. AMISTAT. Proceedings of the workshop, Liberec, Czech Republic, September 16--19, 2019. Cham: Springer. 73--87 (2020; Zbl 07287463) Full Text: DOI
Lmakri, Aziz; Akharif, Abdelhadi; Mellouk, Amal Optimal detection of bilinear dependence in short panels of regression data. (English) Zbl 07286583 Rev. Colomb. Estad. 43, No. 2, 143-171 (2020). MSC: 62J02 62H20 62M10 62G08 62D20 PDF BibTeX XML Cite \textit{A. Lmakri} et al., Rev. Colomb. Estad. 43, No. 2, 143--171 (2020; Zbl 07286583) Full Text: DOI
Ray, Kolyan; van der Vaart, Aad Semiparametric Bayesian causal inference. (English) Zbl 07285322 Ann. Stat. 48, No. 5, 2999-3020 (2020). MSC: 62G20 62G15 62G08 60G15 PDF BibTeX XML Cite \textit{K. Ray} and \textit{A. van der Vaart}, Ann. Stat. 48, No. 5, 2999--3020 (2020; Zbl 07285322) Full Text: DOI Euclid
Kennedy, Edward H.; Balakrishnan, Sivaraman; G’sell, Max Sharp instruments for classifying compliers and generalizing causal effects. (English) Zbl 07285283 Ann. Stat. 48, No. 4, 2008-2030 (2020). MSC: 62G05 62H30 PDF BibTeX XML Cite \textit{E. H. Kennedy} et al., Ann. Stat. 48, No. 4, 2008--2030 (2020; Zbl 07285283) Full Text: DOI Euclid
Kumar, Ashok; Kumar, Jitendra; Agiwal, Varun Bayesian computation and analysis of C-PAR(1) time series model with structural break. (English) Zbl 07280214 Thail. Stat. 18, No. 2, 150-164 (2020). MSC: 62M10 62M07 62F15 62D20 PDF BibTeX XML Cite \textit{A. Kumar} et al., Thail. Stat. 18, No. 2, 150--164 (2020; Zbl 07280214) Full Text: Link
Stauskas, Ovidijus On the limit theory of mixed to unity VARs: panel setting with weakly dependent errors. (English) Zbl 07276163 J. Time Ser. Anal. 41, No. 6, 892-898 (2020). Reviewer: Jonas Šiaulys (Vilnius) MSC: 62M10 62H10 62J05 62D20 91B84 60F05 PDF BibTeX XML Cite \textit{O. Stauskas}, J. Time Ser. Anal. 41, No. 6, 892--898 (2020; Zbl 07276163) Full Text: DOI
Hazlett, Chad Kernel balancing: a flexible non-parametric weighting procedure for estimating causal effects. (English) Zbl 1453.62431 Stat. Sin. 30, No. 3, 1155-1189 (2020). MSC: 62G05 62G07 PDF BibTeX XML Cite \textit{C. Hazlett}, Stat. Sin. 30, No. 3, 1155--1189 (2020; Zbl 1453.62431) Full Text: DOI
Guo, Juncong; Qu, Xi Fixed effects spatial panel data models with time-varying spatial dependence. (English) Zbl 1452.62701 Econ. Lett. 196, Article ID 109531, 4 p. (2020). MSC: 62M30 62F12 62D20 62M10 PDF BibTeX XML Cite \textit{J. Guo} and \textit{X. Qu}, Econ. Lett. 196, Article ID 109531, 4 p. (2020; Zbl 1452.62701) Full Text: DOI
Felt, Marie-Hélène On the identification of joint distributions using marginals and aggregates. (English) Zbl 1452.62180 Econ. Lett. 194, Article ID 109431, 2 p. (2020). MSC: 62E10 62G05 62R07 62D20 62P20 PDF BibTeX XML Cite \textit{M.-H. Felt}, Econ. Lett. 194, Article ID 109431, 2 p. (2020; Zbl 1452.62180) Full Text: DOI
Schomaker, Michael; Heumann, Christian When and when not to use optimal model averaging. (English) Zbl 1452.62202 Stat. Pap. 61, No. 5, 2221-2240 (2020). MSC: 62F07 68T05 PDF BibTeX XML Cite \textit{M. Schomaker} and \textit{C. Heumann}, Stat. Pap. 61, No. 5, 2221--2240 (2020; Zbl 1452.62202) Full Text: DOI
Maciak, Matúš; Pešta, Michal; Peštová, Barbora Changepoint in dependent and non-stationary panels. (English) Zbl 1452.62314 Stat. Pap. 61, No. 4, 1385-1407 (2020). MSC: 62G10 62D20 62H15 62H10 62E20 62G09 62P05 91B05 PDF BibTeX XML Cite \textit{M. Maciak} et al., Stat. Pap. 61, No. 4, 1385--1407 (2020; Zbl 1452.62314) Full Text: DOI
Wang, Xin; Wang, Hongchun Fault diagnosis based on rough set theory and causal graph. (Chinese. English summary) Zbl 07266704 J. Chongqing Norm. Univ., Nat. Sci. 37, No. 2, 22-26 (2020). MSC: 62J20 68T37 03E72 60L90 PDF BibTeX XML Cite \textit{X. Wang} and \textit{H. Wang}, J. Chongqing Norm. Univ., Nat. Sci. 37, No. 2, 22--26 (2020; Zbl 07266704) Full Text: DOI
Lu, Jiannan; Zhang, Yunshu; Ding, Peng Sharp bounds on the relative treatment effect for ordinal outcomes. (English) Zbl 1451.62131 Biometrics 76, No. 2, 664-669 (2020). MSC: 62P10 62J12 PDF BibTeX XML Cite \textit{J. Lu} et al., Biometrics 76, No. 2, 664--669 (2020; Zbl 1451.62131) Full Text: DOI
Loh, Wen Wei; Hudgens, Michael G.; Clemens, John D.; Ali, Mohammad; Emch, Michael E. Randomization inference with general interference and censoring. (English) Zbl 1451.62130 Biometrics 76, No. 1, 235-245 (2020). MSC: 62P10 62N01 62D05 92C60 PDF BibTeX XML Cite \textit{W. W. Loh} et al., Biometrics 76, No. 1, 235--245 (2020; Zbl 1451.62130) Full Text: DOI
Ju, Cheng; Benkeser, David; van der Laan, Mark J. Robust inference on the average treatment effect using the outcome highly adaptive Lasso. (English) Zbl 1451.62049 Biometrics 76, No. 1, 109-118 (2020). MSC: 62G35 62G15 62J07 PDF BibTeX XML Cite \textit{C. Ju} et al., Biometrics 76, No. 1, 109--118 (2020; Zbl 1451.62049) Full Text: DOI
Ning, Yang; Sida, Peng; Imai, Kosuke Robust estimation of causal effects via a high-dimensional covariate balancing propensity score. (English) Zbl 1451.62050 Biometrika 107, No. 3, 533-554 (2020). MSC: 62G35 62G07 62P25 62M07 PDF BibTeX XML Cite \textit{Y. Ning} et al., Biometrika 107, No. 3, 533--554 (2020; Zbl 1451.62050) Full Text: DOI
Cheng, Jing; Ai, Mingyao Optimal designs for panel data linear regressions. (English) Zbl 1450.62092 Stat. Probab. Lett. 163, Article ID 108769, 7 p. (2020). MSC: 62K05 62J05 62D20 PDF BibTeX XML Cite \textit{J. Cheng} and \textit{M. Ai}, Stat. Probab. Lett. 163, Article ID 108769, 7 p. (2020; Zbl 1450.62092) Full Text: DOI
Mooij, Joris M.; Magliacane, Sara; Claassen, Tom Joint causal inference from multiple contexts. (English) Zbl 07255130 J. Mach. Learn. Res. 21, Paper No. 99, 108 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{J. M. Mooij} et al., J. Mach. Learn. Res. 21, Paper No. 99, 108 p. (2020; Zbl 07255130) Full Text: Link
Park, Gunwoong Identifiability of additive noise models using conditional variances. (English) Zbl 07255106 J. Mach. Learn. Res. 21, Paper No. 75, 34 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{G. Park}, J. Mach. Learn. Res. 21, Paper No. 75, 34 p. (2020; Zbl 07255106) Full Text: Link
Kallus, Nathan Generalized optimal matching methods for causal inference. (English) Zbl 07255093 J. Mach. Learn. Res. 21, Paper No. 62, 54 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{N. Kallus}, J. Mach. Learn. Res. 21, Paper No. 62, 54 p. (2020; Zbl 07255093) Full Text: Link
Leipus, Remigijus; Philippe, Anne; Pilipauskaitė, Vytautė; Surgailis, Donatas Estimating long memory in panel random-coefficient AR(1) data. (English) Zbl 1448.62062 J. Time Ser. Anal. 41, No. 4, 520-535 (2020). MSC: 62G32 62G20 62M10 62D20 PDF BibTeX XML Cite \textit{R. Leipus} et al., J. Time Ser. Anal. 41, No. 4, 520--535 (2020; Zbl 1448.62062) Full Text: DOI
Yang, Shu; Ding, Peng Combining multiple observational data sources to estimate causal effects. (English) Zbl 1441.62184 J. Am. Stat. Assoc. 115, No. 531, 1540-1554 (2020). MSC: 62J05 62R07 PDF BibTeX XML Cite \textit{S. Yang} and \textit{P. Ding}, J. Am. Stat. Assoc. 115, No. 531, 1540--1554 (2020; Zbl 1441.62184) Full Text: DOI
Simoneau, Gabrielle; Moodie, Erica E. M.; Nijjar, Jagtar S.; Platt, Robert W.; the Scottish Early Rheumatoid Arthritis Inception Cohort Investigators Estimating optimal dynamic treatment regimes with survival outcomes. (English) Zbl 1441.62494 J. Am. Stat. Assoc. 115, No. 531, 1531-1539 (2020). MSC: 62P10 62N05 PDF BibTeX XML Cite \textit{G. Simoneau} et al., J. Am. Stat. Assoc. 115, No. 531, 1531--1539 (2020; Zbl 1441.62494) Full Text: DOI
Ricciardi, Federico; Mattei, Alessandra; Mealli, Fabrizia Bayesian inference for sequential treatments under latent sequential ignorability. (English) Zbl 1441.62211 J. Am. Stat. Assoc. 115, No. 531, 1498-1517 (2020). MSC: 62L10 62F15 62D05 PDF BibTeX XML Cite \textit{F. Ricciardi} et al., J. Am. Stat. Assoc. 115, No. 531, 1498--1517 (2020; Zbl 1441.62211) Full Text: DOI
Zhao, Qingyuan; Wang, Jingshu; Hemani, Gibran; Bowden, Jack; Small, Dylan S. Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score. (English) Zbl 07241610 Ann. Stat. 48, No. 3, 1742-1769 (2020). MSC: 65J05 46N60 62F35 PDF BibTeX XML Cite \textit{Q. Zhao} et al., Ann. Stat. 48, No. 3, 1742--1769 (2020; Zbl 07241610) Full Text: DOI Euclid
Tan, Zhiqiang Model-assisted inference for treatment effects using regularized calibrated estimation with high-dimensional data. (English) Zbl 07241570 Ann. Stat. 48, No. 2, 811-837 (2020). MSC: 62E20 62F25 62F35 62J05 62J12 PDF BibTeX XML Cite \textit{Z. Tan}, Ann. Stat. 48, No. 2, 811--837 (2020; Zbl 07241570) Full Text: DOI Euclid
Epskamp, Sacha Psychometric network models from time-series and panel data. (English) Zbl 1447.62125 Psychometrika 85, No. 1, 206-231 (2020). MSC: 62P15 62D20 62H22 62M10 62M45 62-08 PDF BibTeX XML Cite \textit{S. Epskamp}, Psychometrika 85, No. 1, 206--231 (2020; Zbl 1447.62125) Full Text: DOI
Leng, Cheng-Han; Huang, Hung-Yu; Yao, Grace A social desirability item response theory model: retrieve-deceive-transfer. (English) Zbl 1447.62127 Psychometrika 85, No. 1, 56-74 (2020). MSC: 62P15 62D20 PDF BibTeX XML Cite \textit{C.-H. Leng} et al., Psychometrika 85, No. 1, 56--74 (2020; Zbl 1447.62127) Full Text: DOI
Liu, Shew Fan; Yang, Zhenlin Robust estimation and inference of spatial panel data models with fixed effects. (English) Zbl 1447.62056 Jpn. J. Stat. Data Sci. 3, No. 1, 257-311 (2020). MSC: 62H11 62H12 62D20 62G35 PDF BibTeX XML Cite \textit{S. F. Liu} and \textit{Z. Yang}, Jpn. J. Stat. Data Sci. 3, No. 1, 257--311 (2020; Zbl 1447.62056) Full Text: DOI
Cinelli, Carlos; Hazlett, Chad Making sense of sensitivity: extending omitted variable bias. (English) Zbl 1440.62256 J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 1, 39-67 (2020). MSC: 62J02 62G35 62D10 PDF BibTeX XML Cite \textit{C. Cinelli} and \textit{C. Hazlett}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 1, 39--67 (2020; Zbl 1440.62256) Full Text: DOI
Radev, Stefan T.; Mertens, Ulf K.; Voss, Andreas; Köthe, Ullrich Towards end-to-end likelihood-free inference with convolutional neural networks. (English) Zbl 1440.62344 Br. J. Math. Stat. Psychol. 73, No. 1, 23-43 (2020). MSC: 62M45 62P15 62F15 62-08 62D20 PDF BibTeX XML Cite \textit{S. T. Radev} et al., Br. J. Math. Stat. Psychol. 73, No. 1, 23--43 (2020; Zbl 1440.62344) Full Text: DOI
Papadogeorgou, Georgia; Dominici, Francesca A causal exposure response function with local adjustment for confounding: estimating health effects of exposure to low levels of ambient fine particulate matter. (English) Zbl 1446.62286 Ann. Appl. Stat. 14, No. 2, 850-871 (2020). MSC: 62P10 62P12 62H12 62F12 PDF BibTeX XML Cite \textit{G. Papadogeorgou} and \textit{F. Dominici}, Ann. Appl. Stat. 14, No. 2, 850--871 (2020; Zbl 1446.62286) Full Text: DOI Euclid
Karmakar, Bikram; Doubeni, Chyke A.; Small, Dylan S. Evidence factors in a case-control study with application to the effect of flexible sigmoidoscopy screening on colorectal cancer. (English) Zbl 1446.62276 Ann. Appl. Stat. 14, No. 2, 829-849 (2020). MSC: 62P10 62D20 62J15 PDF BibTeX XML Cite \textit{B. Karmakar} et al., Ann. Appl. Stat. 14, No. 2, 829--849 (2020; Zbl 1446.62276) Full Text: DOI Euclid
Wang, Yuhao; Segarra, Santiago; Uhler, Caroline High-dimensional joint estimation of multiple directed Gaussian graphical models. (English) Zbl 1445.62046 Electron. J. Stat. 14, No. 1, 2439-2483 (2020). MSC: 62F12 62F30 62H22 62P10 05C90 PDF BibTeX XML Cite \textit{Y. Wang} et al., Electron. J. Stat. 14, No. 1, 2439--2483 (2020; Zbl 1445.62046) Full Text: DOI Euclid
Chén, Oliver Y. Book review of: M. Xiong, Big data in omics and imaging. Integrated analysis and causal inference. (English) Zbl 1437.00005 J. Am. Stat. Assoc. 115, No. 529, 487-488 (2020). MSC: 00A17 92-02 62-01 62P10 62R07 62D20 62H35 92D10 92D20 92D25 92B05 92C55 PDF BibTeX XML Cite \textit{O. Y. Chén}, J. Am. Stat. Assoc. 115, No. 529, 487--488 (2020; Zbl 1437.00005) Full Text: DOI
Aneiros, Germán (ed.); Horová, Ivana (ed.); Hušková, Marie (ed.); Vieu, Philippe (ed.) An introduction to the (postponed) 5th edition of the international workshop on functional and operatorial statistics. (English) Zbl 1444.62140 Aneiros, Germán (ed.) et al., Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23–25, 2021. Cham: Springer. Contrib. Stat., 1-4 (2020). MSC: 62R10 62D20 PDF BibTeX XML Cite \textit{G. Aneiros} (ed.) et al., in: Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23--25, 2021. Cham: Springer. 1--4 (2020; Zbl 1444.62140) Full Text: DOI
Bigot, Jérémie Statistical data analysis in the Wasserstein space. (English. French summary) Zbl 1444.62171 ESAIM, Proc. Surv. 68, 1-19 (2020). MSC: 62R20 62D20 90B06 62H25 PDF BibTeX XML Cite \textit{J. Bigot}, ESAIM, Proc. Surv. 68, 1--19 (2020; Zbl 1444.62171) Full Text: DOI
Lange, Theis; Jensen, Aksel K. G. IV estimation without distributional assumptions. (English) Zbl 1436.62584 Biom. J. 62, No. 3, 688-696 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{T. Lange} and \textit{A. K. G. Jensen}, Biom. J. 62, No. 3, 688--696 (2020; Zbl 1436.62584) Full Text: DOI
Aalen, Odd O.; Stensrud, Mats J.; Didelez, Vanessa; Daniel, Rhian; Røysland, Kjetil; Strohmaier, Susanne Time-dependent mediators in survival analysis: modeling direct and indirect effects with the additive hazards model. (English) Zbl 1436.62502 Biom. J. 62, No. 3, 532-549 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{O. O. Aalen} et al., Biom. J. 62, No. 3, 532--549 (2020; Zbl 1436.62502) Full Text: DOI
Benkeser, David; Juraska, Michal; Gilbert, Peter B. Assessing trends in vaccine efficacy by pathogen genetic distance. (English) Zbl 1443.62376 J. SFdS 161, No. 1, 164-175 (2020). MSC: 62P10 62G10 62N03 PDF BibTeX XML Cite \textit{D. Benkeser} et al., J. SFdS 161, No. 1, 164--175 (2020; Zbl 1443.62376) Full Text: Link
Shpitser, Ilya Identification in causal models with hidden variables. (English) Zbl 1445.62129 J. SFdS 161, No. 1, 91-119 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62H22 62M05 60E05 05C90 PDF BibTeX XML Cite \textit{I. Shpitser}, J. SFdS 161, No. 1, 91--119 (2020; Zbl 1445.62129) Full Text: Link
Saddiki, Hachem; Balzer, Laura B. A primer on causality in data science. (English) Zbl 1445.62022 J. SFdS 161, No. 1, 67-90 (2020). MSC: 62D20 62A01 62R07 62P10 05C90 PDF BibTeX XML Cite \textit{H. Saddiki} and \textit{L. B. Balzer}, J. SFdS 161, No. 1, 67--90 (2020; Zbl 1445.62022) Full Text: Link
Benkeser, David (ed.); Chambaz, Antoine (ed.); van der Laan, Mark J. (ed.) Causality: a special issue of Journal de la Société Française de Statistique (editorial). (Causalité : un numéro spécial du Journal de la Société Française de Statistique (éditorial).) (English. French summary) Zbl 07219853 J. SFdS 161, No. 1, 1-3 (2020). MSC: 00B15 60-01 62A01 62F12 62F35 62G08 62G20 PDF BibTeX XML Cite \textit{D. Benkeser} (ed.) et al., J. SFdS 161, No. 1, 1--3 (2020; Zbl 07219853) Full Text: Link
Marozzi, Marco; Chowdhury, Shovan An index of teaching performance based on students’ feedback. (English) Zbl 1443.62518 Monte Carlo Methods Appl. 26, No. 2, 83-91 (2020). MSC: 62P25 62D20 62H25 65C05 PDF BibTeX XML Cite \textit{M. Marozzi} and \textit{S. Chowdhury}, Monte Carlo Methods Appl. 26, No. 2, 83--91 (2020; Zbl 1443.62518) Full Text: DOI
Halder, Shaymal C.; Malikov, Emir Smoothed LSDV estimation of functional-coefficient panel data models with two-way fixed effects. (English) Zbl 1443.62040 Econ. Lett. 192, Article ID 109239, 4 p. (2020). MSC: 62D20 62G07 PDF BibTeX XML Cite \textit{S. C. Halder} and \textit{E. Malikov}, Econ. Lett. 192, Article ID 109239, 4 p. (2020; Zbl 1443.62040) Full Text: DOI
Chen, Maolong; Myers, Robert J.; Hu, Chaoran Estimating dynamic binary choice models using irregularly spaced panel data. (English) Zbl 1443.62039 Econ. Lett. 192, Article ID 109217, 3 p. (2020). MSC: 62D20 62G07 PDF BibTeX XML Cite \textit{M. Chen} et al., Econ. Lett. 192, Article ID 109217, 3 p. (2020; Zbl 1443.62039) Full Text: DOI
Kim, Doosoo An alternative two-step generalized method of moments estimator based on a reduced form model. (English) Zbl 1443.62042 Econ. Lett. 192, Article ID 109184, 4 p. (2020). MSC: 62D20 62G07 62H12 PDF BibTeX XML Cite \textit{D. Kim}, Econ. Lett. 192, Article ID 109184, 4 p. (2020; Zbl 1443.62042) Full Text: DOI
Wei, Jie; Chen, Hui Determining the number of factors in approximate factor models by twice K-fold cross validation. (English) Zbl 1443.62163 Econ. Lett. 191, Article ID 109149, 5 p. (2020). MSC: 62H12 62H25 62D20 62P20 PDF BibTeX XML Cite \textit{J. Wei} and \textit{H. Chen}, Econ. Lett. 191, Article ID 109149, 5 p. (2020; Zbl 1443.62163) Full Text: DOI
Zamora Saiz, Alfonso; Quesada González, Carlos; Hurtado Gil, Lluís; Mondéjar Ruiz, Diego An introduction to data analysis in R. Hands-on coding, data mining, visualization and statistics from scratch. (English) Zbl 1452.62003 Use R!. Cham: Springer (ISBN 978-3-030-48996-0/pbk; 978-3-030-48997-7/ebook). xv, 276 p. (2020). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 62-01 62D20 62H12 62R07 62-04 PDF BibTeX XML Cite \textit{A. Zamora Saiz} et al., An introduction to data analysis in R. Hands-on coding, data mining, visualization and statistics from scratch. Cham: Springer (2020; Zbl 1452.62003) Full Text: DOI
Wolfe, Douglas; Schneider, Grant Primer for data analytics and graduate study in statistics. (English) Zbl 07214730 Cham: Springer (ISBN 978-3-030-47478-2/hbk; 978-3-030-47479-9/ebook). x, 233 p. (2020). Reviewer: Bülent Karasözen (Ankara) MSC: 62-01 60-01 62E15 62D20 60A10 60E05 62-08 PDF BibTeX XML Cite \textit{D. Wolfe} and \textit{G. Schneider}, Primer for data analytics and graduate study in statistics. Cham: Springer (2020; Zbl 07214730) Full Text: DOI
Rosenbaum, Paul R. Design of observational studies. 2nd updated and expanded edition. (English) Zbl 1450.62002 Springer Series in Statistics. Cham: Springer (ISBN 978-3-030-46404-2/hbk; 978-3-030-46405-9/ebook). xxvii, 547 p. (2020). Reviewer: Wolfgang Näther (Freiberg) MSC: 62-02 62K05 62D20 62P10 PDF BibTeX XML Cite \textit{P. R. Rosenbaum}, Design of observational studies. 2nd updated and expanded edition. Cham: Springer (2020; Zbl 1450.62002) Full Text: DOI
Makrides, Andreas (ed.); Karagrigoriou, Alex (ed.); Skiadas, Christos H. (ed.) Data analysis and applications 3: Computational, classification, financial, statistical and stochastic methods. (English) Zbl 1435.62015 Big Data, Artificial Intelligence and Data Analysis Set 5. London: ISTE; Hoboken, NJ: John Wiley & Sons (ISBN 978-1-78630-534-3/hbk; 978-1-119-72187-1/ebook). xiii, 236 p. (2020). MSC: 62-02 62D20 62H30 62R07 62P05 62-08 00B15 PDF BibTeX XML Cite \textit{A. Makrides} (ed.) et al., Data analysis and applications 3: Computational, classification, financial, statistical and stochastic methods. London: ISTE; Hoboken, NJ: John Wiley \& Sons (2020; Zbl 1435.62015) Full Text: DOI
Koroliouk, Dmitri Dynamics of statistical experiments. (English) Zbl 1435.62014 Mathematics and Statistics Series. London: ISTE; Hoboken, NJ: John Wiley & Sons (ISBN 978-1-78630-598-5/hbk; 978-1-119-72046-1/ebook). xxi, 195 p. (2020). MSC: 62-02 62D20 PDF BibTeX XML Cite \textit{D. Koroliouk}, Dynamics of statistical experiments. London: ISTE; Hoboken, NJ: John Wiley \& Sons (2020; Zbl 1435.62014) Full Text: DOI
Zhang, Shixiao; Han, Peisong; Wu, Changbao A multiply robust Mann-Whitney test for non-randomised pretest-posttest studies with missing data. (English) Zbl 1442.62099 J. Nonparametric Stat. 32, No. 2, 323-344 (2020). MSC: 62G10 62G35 62D10 62P10 PDF BibTeX XML Cite \textit{S. Zhang} et al., J. Nonparametric Stat. 32, No. 2, 323--344 (2020; Zbl 1442.62099) Full Text: DOI
Sinha, S.; Vaidya, U. On data-driven computation of information transfer for causal inference in discrete-time dynamical systems. (English) Zbl 1446.37070 J. Nonlinear Sci. 30, No. 4, 1651-1676 (2020). Reviewer: Mohammad Sajid (Buraidah) MSC: 37M10 37M25 65P99 37C30 47N70 47B33 PDF BibTeX XML Cite \textit{S. Sinha} and \textit{U. Vaidya}, J. Nonlinear Sci. 30, No. 4, 1651--1676 (2020; Zbl 1446.37070) Full Text: DOI
Wu, Yanhong Estimation of common change point and isolation of changed panels after sequential detection. (English) Zbl 1442.62098 Sequential Anal. 39, No. 1, 52-64 (2020). MSC: 62G10 62L10 62L15 62D20 PDF BibTeX XML Cite \textit{Y. Wu}, Sequential Anal. 39, No. 1, 52--64 (2020; Zbl 1442.62098) Full Text: DOI
Huang, Wenxin; Jin, Sainan; Su, Liangjun Identifying latent grouped patterns in cointegrated panels. (English) Zbl 1440.62045 Econom. Theory 36, No. 3, 410-456 (2020). MSC: 62D20 62H30 62J07 62P20 PDF BibTeX XML Cite \textit{W. Huang} et al., Econom. Theory 36, No. 3, 410--456 (2020; Zbl 1440.62045) Full Text: DOI
Montes-Rojas, Gabriel; Sosa-Escudero, Walter; Zincenko, Federico Level-based estimation of dynamic panel models. (English) Zbl 1441.62815 J. Econom. Methods 9, No. 1, Article ID 20180015, 23 p. (2020). MSC: 62P20 62D20 PDF BibTeX XML Cite \textit{G. Montes-Rojas} et al., J. Econom. Methods 9, No. 1, Article ID 20180015, 23 p. (2020; Zbl 1441.62815) Full Text: DOI
Forchini, Giovanni; Jiang, Bin; Peng, Bin Instrumental variables estimation in large heterogeneous panels with multifactor structure. (English) Zbl 1440.62383 J. Econom. Methods 9, No. 1, Article ID 20180003, 22 p. (2020). MSC: 62P20 62D20 62H20 PDF BibTeX XML Cite \textit{G. Forchini} et al., J. Econom. Methods 9, No. 1, Article ID 20180003, 22 p. (2020; Zbl 1440.62383) Full Text: DOI
Mehic, Adrian Half-panel jackknife estimation for dynamic panel models. (English) Zbl 1439.62063 Econ. Lett. 190, Article ID 109082, 5 p. (2020). MSC: 62D20 62F40 PDF BibTeX XML Cite \textit{A. Mehic}, Econ. Lett. 190, Article ID 109082, 5 p. (2020; Zbl 1439.62063) Full Text: DOI