Chambaz, Antoine; Benkeser, David A ride in targeted learning territory. (Une virée en territoire d’apprentissage ciblé.) (English. French summary) Zbl 1443.62072 J. SFdS 161, No. 1, 201-286 (2020). MSC: 62G05 62G35 68T05 PDFBibTeX XMLCite \textit{A. Chambaz} and \textit{D. Benkeser}, J. SFdS 161, No. 1, 201--286 (2020; Zbl 1443.62072) Full Text: Link
Luedtke, Alexander; Wu, Jiacheng Efficient principally stratified treatment effect estimation in crossover studies with absorbent binary endpoints. (English) Zbl 1443.62217 J. SFdS 161, No. 1, 176-200 (2020). MSC: 62K20 62G20 62P10 PDFBibTeX XMLCite \textit{A. Luedtke} and \textit{J. Wu}, J. SFdS 161, No. 1, 176--200 (2020; Zbl 1443.62217) Full Text: arXiv Link
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 PDFBibTeX XMLCite \textit{D. Benkeser} et al., J. SFdS 161, No. 1, 164--175 (2020; Zbl 1443.62376) Full Text: Link
DiazOrdaz, Karla; Daniel, Rhian; Kreif, Noemi Data-adaptive doubly robust instrumental variable methods for treatment effect heterogeneity. (Estimateurs doublement robustes avec apprentissage automatique pour l’estimation de l’hétérogénéité de l’effet traitement dans les modèles à variables instrumentales.) (English) Zbl 1443.62131 J. SFdS 161, No. 1, 135-163 (2020). MSC: 62G35 62G05 68T05 46N30 62P10 PDFBibTeX XMLCite \textit{K. DiazOrdaz} et al., J. SFdS 161, No. 1, 135--163 (2020; Zbl 1443.62131) Full Text: arXiv Link
Kennedy, Edward H.; Small, Dylan S. Paradoxes in instrumental variable studies with missing data and one-sided noncompliance. (English) Zbl 1445.62010 J. SFdS 161, No. 1, 120-134 (2020). MSC: 62A01 62D10 62K20 PDFBibTeX XMLCite \textit{E. H. Kennedy} and \textit{D. S. Small}, J. SFdS 161, No. 1, 120--134 (2020; Zbl 1445.62010) Full Text: arXiv 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 PDFBibTeX XMLCite \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 PDFBibTeX XMLCite \textit{H. Saddiki} and \textit{L. B. Balzer}, J. SFdS 161, No. 1, 67--90 (2020; Zbl 1445.62022) Full Text: arXiv
Chambaz, Antoine; Drouet, Isabelle; Memetea, Sonia Simpson’s paradox, a tale of causality. (Le paradoxe de Simpson, un conte causal.) (English. French summary) Zbl 1451.60002 J. SFdS 161, No. 1, 42-66 (2020). MSC: 60-01 62A01 PDFBibTeX XMLCite \textit{A. Chambaz} et al., J. SFdS 161, No. 1, 42--66 (2020; Zbl 1451.60002) Full Text: Link
Starmans, Richard Prometheus unbound or paradise regained: the concept of causality in the contemporary AI-data science debate. (English) Zbl 1444.62029 J. SFdS 161, No. 1, 4-41 (2020). Reviewer: Inge S. Helland (Oslo) MSC: 62A01 68T01 PDFBibTeX XMLCite \textit{R. Starmans}, J. SFdS 161, No. 1, 4--41 (2020; Zbl 1444.62029) 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 1493.00017 J. SFdS 161, No. 1, 1-3 (2020). MSC: 00B15 62-06 PDFBibTeX XMLCite \textit{D. Benkeser} (ed.) et al., J. SFdS 161, No. 1, 1--3 (2020; Zbl 1493.00017) Full Text: Link