Canova, Fabio; Ciccarelli, Matteo Panel vector autoregressive models: a survey. (English) Zbl 1443.62038 Fomby, Thomas B. (ed.) et al., VAR models in macroeconomics: new developments and applications. Essays in honor of Christopher A. Sims. Mainly selected papers based on the presentations at the 12th advances in econometrics conference, Dallas, TX, USA, November 2–4, 2012. Bingley: Emerald. Adv. Econom. 32, 205-246 (2013). MSC: 62D20 62H12 62M10 62-02 62P20 PDFBibTeX XMLCite \textit{F. Canova} and \textit{M. Ciccarelli}, Adv. Econom. 32, 205--246 (2013; Zbl 1443.62038) Full Text: DOI
Sjolander, Arvid Reducing mean squared error in the analysis of binary paired data. (English) Zbl 1359.92006 Epidemiol. Methods 2, No. 1, 33-47 (2013). MSC: 92B15 62P10 62F25 PDFBibTeX XMLCite \textit{A. Sjolander}, Epidemiol. Methods 2, No. 1, 33--47 (2013; Zbl 1359.92006) Full Text: DOI
Tchetgen Tchetgen, Eric A note on formulae for causal mediation analysis in an odds ratio context. (English) Zbl 1359.92008 Epidemiol. Methods 2, No. 1, 21-31 (2013). MSC: 92B15 62P10 92D30 PDFBibTeX XMLCite \textit{E. Tchetgen Tchetgen}, Epidemiol. Methods 2, No. 1, 21--31 (2013; Zbl 1359.92008) Full Text: DOI Link
Alam, Md. Moudud; Noh, Maengseok; Lee, Youngjo Likelihood estimate of treatment effects under selection bias. (English) Zbl 1327.62510 Stat. Interface 6, No. 3, 349-359 (2013). MSC: 62P20 91B82 62-07 PDFBibTeX XMLCite \textit{Md. M. Alam} et al., Stat. Interface 6, No. 3, 349--359 (2013; Zbl 1327.62510) Full Text: DOI
Commenges, Daniel; Hejblum, Boris P. Evidence synthesis through a degradation model applied to myocardial infarction. (English) Zbl 1322.62308 Lifetime Data Anal. 19, No. 1, 1-18 (2013). MSC: 62P10 92C50 62-07 PDFBibTeX XMLCite \textit{D. Commenges} and \textit{B. P. Hejblum}, Lifetime Data Anal. 19, No. 1, 1--18 (2013; Zbl 1322.62308) Full Text: DOI Link
Zhang, Jiji A comparison of three Occam’s razors for Markovian causal models. (English) Zbl 1327.60018 Br. J. Philos. Sci. 64, No. 2, 423-448 (2013). MSC: 60A99 03A99 03B48 PDFBibTeX XMLCite \textit{J. Zhang}, Br. J. Philos. Sci. 64, No. 2, 423--448 (2013; Zbl 1327.60018) Full Text: DOI
Mattei, Alessandra; Mealli, Fabrizia; Pacini, Barbara Exploiting multivariate outcomes in Bayesian inference for causal effects with noncompliance. (English) Zbl 1300.62025 Torelli, Nicola (ed.) et al., Advances in theoretical and applied statistics. Selected papers based on the presentations at the 45th meeting of the Italian Statistical Society (SIS), Padua, Italy, June 16–18, 2010. Berlin: Springer (ISBN 978-3-642-35587-5/hbk; 978-3-642-35588-2/ebook). Studies in Theoretical and Applied Statistics. Selected Papers of the Statistical Societies, 231-241 (2013). MSC: 62F15 62H25 PDFBibTeX XMLCite \textit{A. Mattei} et al., in: Advances in theoretical and applied statistics. Selected papers based on the presentations at the 45th meeting of the Italian Statistical Society (SIS), Padua, Italy, June 16--18, 2010. Berlin: Springer. 231--241 (2013; Zbl 1300.62025) Full Text: DOI
Sugiyama, Masashi Machine learning with squared-loss mutual information. (English) Zbl 1371.68241 Entropy 15, No. 1, 80-112 (2013). MSC: 68T05 62B10 62H25 62H30 PDFBibTeX XMLCite \textit{M. Sugiyama}, Entropy 15, No. 1, 80--112 (2013; Zbl 1371.68241) Full Text: DOI
McCaffrey, Daniel F.; Lockwood, J. R.; Setodji, Claude M. Inverse probability weighting with error-prone covariates. (English) Zbl 1284.62229 Biometrika 100, No. 3, 671-680 (2013). MSC: 62G05 65C60 PDFBibTeX XMLCite \textit{D. F. McCaffrey} et al., Biometrika 100, No. 3, 671--680 (2013; Zbl 1284.62229) Full Text: DOI Link
Han, Peisong; Wang, Lu Estimation with missing data: beyond double robustness. (English) Zbl 1284.62260 Biometrika 100, No. 2, 417-430 (2013). MSC: 62G08 62G35 62H12 62G05 65C60 PDFBibTeX XMLCite \textit{P. Han} and \textit{L. Wang}, Biometrika 100, No. 2, 417--430 (2013; Zbl 1284.62260) Full Text: DOI
Vock, David M.; Tsiatis, Anastasios A.; Davidian, Marie; Laber, Eric B.; Tsuang, Wayne M.; Copeland, C. Ashley Finlen; Palmer, Scott M. Assessing the causal effect of organ transplantation on the distribution of residual lifetime. (English) Zbl 1285.62127 Biometrics 69, No. 4, 820-829 (2013). MSC: 62P10 92C50 PDFBibTeX XMLCite \textit{D. M. Vock} et al., Biometrics 69, No. 4, 820--829 (2013; Zbl 1285.62127) Full Text: DOI Link
Hsu, Jesse Y.; Small, Dylan S. Calibrating sensitivity analyses to observed covariates in observational studies. (English) Zbl 1284.62655 Biometrics 69, No. 4, 803-811 (2013). MSC: 62P10 92C50 PDFBibTeX XMLCite \textit{J. Y. Hsu} and \textit{D. S. Small}, Biometrics 69, No. 4, 803--811 (2013; Zbl 1284.62655) Full Text: DOI
Mattei, Alessandra; Li, Fan; Mealli, Fabrizia Exploiting multiple outcomes in Bayesian principal stratification analysis with application to the evaluation of a job training program. (English) Zbl 1283.62054 Ann. Appl. Stat. 7, No. 4, 2336-2360 (2013). MSC: 62F15 62P25 62H25 62H12 65C60 PDFBibTeX XMLCite \textit{A. Mattei} et al., Ann. Appl. Stat. 7, No. 4, 2336--2360 (2013; Zbl 1283.62054) Full Text: DOI arXiv Euclid
He, Yangbo; Jia, Jinzhu; Yu, Bin Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. (English) Zbl 1360.62369 Ann. Stat. 41, No. 4, 1742-1779 (2013). MSC: 62H99 62H05 60J10 05C81 PDFBibTeX XMLCite \textit{Y. He} et al., Ann. Stat. 41, No. 4, 1742--1779 (2013; Zbl 1360.62369) Full Text: DOI arXiv Euclid
Johnson, Brent A.; Ribaudo, Heather; Gulick, Roy M.; Eron, Joseph J. jun. Modeling clinical endpoints as a function of time of switch to second-line ART with incomplete data on switching times. (English) Zbl 1429.62551 Biometrics 69, No. 3, 732-740 (2013). MSC: 62P10 62N02 92C50 PDFBibTeX XMLCite \textit{B. A. Johnson} et al., Biometrics 69, No. 3, 732--740 (2013; Zbl 1429.62551) Full Text: DOI DOI
Shen, Changyu; Jeong, Jaesik; Li, Xiaochun; Chen, Peng-Sheng; Buxton, Alfred Treatment benefit and treatment harm rate to characterize heterogeneity in treatment effect. (English) Zbl 1429.62607 Biometrics 69, No. 3, 724-731 (2013). MSC: 62P10 PDFBibTeX XMLCite \textit{C. Shen} et al., Biometrics 69, No. 3, 724--731 (2013; Zbl 1429.62607) Full Text: DOI Link
VanderWeele, Tyler J. Surrogate measures and consistent surrogates. (English) Zbl 1429.62621 Biometrics 69, No. 3, 561-569 (2013). MSC: 62P10 PDFBibTeX XMLCite \textit{T. J. VanderWeele}, Biometrics 69, No. 3, 561--569 (2013; Zbl 1429.62621) Full Text: DOI Link
Gilbert, Peter B.; Shepherd, Bryan E.; Hudgens, Michael G. Sensitivity analysis of per-protocol time-to-event treatment efficacy in randomized clinical trials. (English) Zbl 06224966 J. Am. Stat. Assoc. 108, No. 503, 789-800 (2013). MSC: 62-XX PDFBibTeX XMLCite \textit{P. B. Gilbert} et al., J. Am. Stat. Assoc. 108, No. 503, 789--800 (2013; Zbl 06224966) Full Text: DOI Link
Wang, Changzhang; Zhou, You; Geng, Zhi Discovering causes and effects of a given node in Bayesian networks. (English) Zbl 1273.62060 Front. Math. China 8, No. 3, 643-663 (2013). MSC: 62F15 05C20 62L99 05C90 62L10 65C60 PDFBibTeX XMLCite \textit{C. Wang} et al., Front. Math. China 8, No. 3, 643--663 (2013; Zbl 1273.62060) Full Text: DOI
Zhang, Zhiwei; Kotz, Richard M.; Wang, Chenguang; Ruan, Shiling; Ho, Martin A causal model for joint evaluation of placebo and treatment-specific effects in clinical trials. (English) Zbl 1274.62920 Biometrics 69, No. 2, 318-327 (2013). MSC: 62P10 92C50 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Biometrics 69, No. 2, 318--327 (2013; Zbl 1274.62920) Full Text: DOI Link
Lendle, Samuel D.; Subbaraman, Meenakshi S.; van der Laan, Mark J. Identification and efficient estimation of the natural direct effect among the untreated. (English) Zbl 1274.62809 Biometrics 69, No. 2, 310-317 (2013). MSC: 62P10 PDFBibTeX XMLCite \textit{S. D. Lendle} et al., Biometrics 69, No. 2, 310--317 (2013; Zbl 1274.62809) Full Text: DOI Link
Little, Roderick J. In praise of simplicity not mathematistry! ten simple powerful ideas for the statistical scientist. (English) Zbl 06195945 J. Am. Stat. Assoc. 108, No. 502, 359-369 (2013). MSC: 62-XX PDFBibTeX XMLCite \textit{R. J. Little}, J. Am. Stat. Assoc. 108, No. 502, 359--369 (2013; Zbl 06195945) Full Text: DOI Link
van de Geer, Sara; Bühlmann, Peter \(\ell_{0}\)-penalized maximum likelihood for sparse directed acyclic graphs. (English) Zbl 1267.62037 Ann. Stat. 41, No. 2, 536-567 (2013). MSC: 62F10 05C20 65C60 62F30 62F12 PDFBibTeX XMLCite \textit{S. van de Geer} and \textit{P. Bühlmann}, Ann. Stat. 41, No. 2, 536--567 (2013; Zbl 1267.62037) Full Text: DOI arXiv Euclid
Nikolaev, Alexander G.; Jacobson, Sheldon H.; Cho, Wendy K. Tam; Sauppe, Jason J.; Sewell, Edward C. Balance optimization subset selection (BOSS): an alternative approach for causal inference with observational data. (English) Zbl 1329.62047 Oper. Res. 61, No. 2, 398-412 (2013). MSC: 62B15 90C90 PDFBibTeX XMLCite \textit{A. G. Nikolaev} et al., Oper. Res. 61, No. 2, 398--412 (2013; Zbl 1329.62047) Full Text: DOI Link
Imai, Kosuke; Ratkovic, Marc Estimating treatment effect heterogeneity in randomized program evaluation. (English) Zbl 1376.62036 Ann. Appl. Stat. 7, No. 1, 443-470 (2013). MSC: 62H30 62G08 62J07 62P10 62P25 PDFBibTeX XMLCite \textit{K. Imai} and \textit{M. Ratkovic}, Ann. Appl. Stat. 7, No. 1, 443--470 (2013; Zbl 1376.62036) Full Text: DOI arXiv Euclid
VanderWeele, Tyler J.; Shpitser, Ilya On the definition of a confounder. (English) Zbl 1347.62017 Ann. Stat. 41, No. 1, 196-220 (2013). MSC: 62A01 62J99 62P10 PDFBibTeX XMLCite \textit{T. J. VanderWeele} and \textit{I. Shpitser}, Ann. Stat. 41, No. 1, 196--220 (2013; Zbl 1347.62017) Full Text: DOI arXiv Euclid
Zigler, Corwin M.; Watts, Krista; Yeh, Robert W.; Wang, Yun; Coull, Brent A.; Dominici, Francesca Model feedback in Bayesian propensity score estimation. (English) Zbl 1272.62107 Biometrics 69, No. 1, 263-273 (2013). MSC: 62P10 PDFBibTeX XMLCite \textit{C. M. Zigler} et al., Biometrics 69, No. 1, 263--273 (2013; Zbl 1272.62107) Full Text: DOI Link
Scosyrev, Emil Identification of causal effects using instrumental variables in randomized trials with stochastic compliance. (English) Zbl 1441.62484 Biom. J. 55, No. 1, 97-113 (2013). MSC: 62P10 PDFBibTeX XMLCite \textit{E. Scosyrev}, Biom. J. 55, No. 1, 97--113 (2013; Zbl 1441.62484) Full Text: DOI