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jobRxivPostdoc in Single-Cell Multi-Omic Gene Regulatory Networks University of Massachusetts Chan Medical SchoolJoin us to decode <a href="https://mas.to/tags/GeneRegulatoryNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GeneRegulatoryNetwork</a> from <a href="https://mas.to/tags/SingleCell" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SingleCell</a> multiomics with <a href="https://mas.to/tags/CausalInference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CausalInference</a> as a <a href="https://mas.to/tags/postdoc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#postdoc</a>! Quantitative bg needed.See the full job description on jobRxiv: <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medica" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medica</a>... <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=94125" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=94125</a>

Martin ModrákThis looks great: Andrew Gelman (<a href="https://bayes.club/@statmodeling_bot" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@statmodeling_bot</a> ) would be joining Nancy Cartwright and Berna Devezer. Short idea talks, lots of panel discussion and Q&A. Join us on April 25th to discuss RCTs, replications, and scientific inference. <a href="https://sites.google.com/view/cepbi/talks-gatherings?authuser=0" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://sites.google.com/view/cepbi/talks-gatherings?authuser=0</a><a href="https://bayes.club/tags/stats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#stats</a> <a href="https://bayes.club/tags/causalInference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#causalInference</a> <a href="https://bayes.club/tags/RCTs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RCTs</a> <a href="https://bayes.club/tags/philsci" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#philsci</a>

Ingo RohlfingThe case for multiple UESDs and an application to migrant deaths in the Mediterranean Sea <a href="https://doi.org/10.1017/psrm.2025.17" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.1017/psrm.2025.17</a> <a href="https://mastodon.social/tags/CausalInference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CausalInference</a> Analyzing multiple, comparable unexpected events happening during survey data collection makes a lot of sense to assess patterns. In doing so, one has to follow 1/

jobRxivPostdoc in Single-Cell Multi-Omic Gene Regulatory Networks University of Massachusetts Chan Medical SchoolJoin us to decode <a href="https://mas.to/tags/GeneRegulatoryNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GeneRegulatoryNetwork</a> from <a href="https://mas.to/tags/SingleCell" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SingleCell</a> multiomics with <a href="https://mas.to/tags/CausalInference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CausalInference</a> as a <a href="https://mas.to/tags/postdoc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#postdoc</a>! Quantitative bg needed.See the full job description on jobRxiv: <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medica" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medica</a>... <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=93671" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=93671</a>

Dr Mircea Zloteanu 🌼🐝<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statstab</a> #307 The C-word, the P-word, and realism in epidemiologyThoughts: A comment on #306. Causal inference in observational research is a confusing matter. Read both.<a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#causalinference</a> <a href="https://mastodon.social/tags/observational" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#observational</a> <a href="https://mastodon.social/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#research</a> <a href="https://mastodon.social/tags/commentary" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#commentary</a><a href="https://link.springer.com/article/10.1007/s11229-019-02169-x" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://link.springer.com/article/10.1007/s11229-019-02169-x</a>

Dr Mircea Zloteanu 🌼🐝<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statstab</a> #306 The C-Word: Scientific Euphemisms Do Not Improve Causal Inference From Observational DataThoughts: Causal inference is messy business. Maybe we need to be more honest about that.<a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#causalinference</a> <a href="https://mastodon.social/tags/observational" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#observational</a> <a href="https://mastodon.social/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#research</a> <a href="https://mastodon.social/tags/confounds" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#confounds</a><a href="https://doi.org/10.2105/AJPH.2018.304337" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.2105/AJPH.2018.304337</a>

jobRxivPostdoc in Single-Cell Multi-Omic Gene Regulatory Networks University of Massachusetts Chan Medical SchoolJoin us to decode <a href="https://mas.to/tags/GeneRegulatoryNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GeneRegulatoryNetwork</a> from <a href="https://mas.to/tags/SingleCell" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SingleCell</a> multiomics with <a href="https://mas.to/tags/CausalInference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CausalInference</a> as a <a href="https://mas.to/tags/postdoc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#postdoc</a>! Quantitative bg needed.See the full job description on jobRxiv: <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medica" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medica</a>... <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=93482" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=93482</a>

jobRxivPostdoc in Single-Cell Multi-Omic Gene Regulatory Networks University of Massachusetts Chan Medical SchoolJoin us to decode <a href="https://mas.to/tags/GeneRegulatoryNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GeneRegulatoryNetwork</a> from <a href="https://mas.to/tags/SingleCell" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SingleCell</a> multiomics with <a href="https://mas.to/tags/CausalInference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CausalInference</a> as a <a href="https://mas.to/tags/postdoc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#postdoc</a>! Quantitative bg needed.See the full job description on jobRxiv: <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medica" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medica</a>... <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=93328" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=93328</a>

jobRxivPostdoc in Single-Cell Multi-Omic Gene Regulatory Networks University of Massachusetts Chan Medical SchoolJoin us to decode <a href="https://mas.to/tags/GeneRegulatoryNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GeneRegulatoryNetwork</a> from <a href="https://mas.to/tags/SingleCell" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SingleCell</a> multiomics with <a href="https://mas.to/tags/CausalInference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CausalInference</a> as a <a href="https://mas.to/tags/postdoc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#postdoc</a>! Quantitative bg needed.See the full job description on jobRxiv: <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medica" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medica</a>... <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=92866" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=92866</a>

Dr. LabRat<a href="https://mastodon.social/@lobsters" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@lobsters</a> All this pervasive “least correlation between time invested and size of resulting product” along with the “solutions that must be maintained in a changing world” inevitably ring a bell about the out-of-distribution problems that typically arise under the influence of actionable inputs. <a href="https://fediscience.org/tags/causalinference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#causalinference</a> can possibly be helpful in this context.

Dr. LabRat<a href="https://framapiaf.org/@newsycombinator" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@newsycombinator</a> An illustrative example of collider bias: Location -> Restaurant Success <- Food QualityI recall that <a href="https://nerdculture.de/@rlmcelreath" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@rlmcelreath</a> used it in one of his lectures… It is surprising how many students of <a href="https://fediscience.org/tags/causalinference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#causalinference</a> (mostly the ones that overtly reject DAGs as a useful source of knowledge representation) miss this effect. I vividly recall how Donald Rubin himself told me that he had never seen any colliders in the real world while answering questions after a lecture at Northwestern. ¯\_(ツ)_/¯

jobRxivPostdoc in Single-Cell Multi-Omic Gene Regulatory Networks University of Massachusetts Chan Medical SchoolJoin us to decode <a href="https://mas.to/tags/GeneRegulatoryNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GeneRegulatoryNetwork</a> from <a href="https://mas.to/tags/SingleCell" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SingleCell</a> multiomics with <a href="https://mas.to/tags/CausalInference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CausalInference</a> as a <a href="https://mas.to/tags/postdoc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#postdoc</a>! Quantitative bg needed.See the full job description on jobRxiv: <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medica" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medica</a>... <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=92495" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=92495</a>

Dr Mircea Zloteanu 🌼🐝<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statstab</a> #285 Do Covariates Change the Estimand?Thoughts: "covariates should be taken into account in estimation. Doing so does not change the question but gives better answers"<a href="https://mastodon.social/tags/estimand" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#estimand</a> <a href="https://mastodon.social/tags/covariate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#covariate</a> <a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#causalinference</a> <a href="https://mastodon.social/tags/effects" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#effects</a> <a href="https://mastodon.social/tags/estimation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#estimation</a> <a href="https://doi.org/10.1080/19466315.2019.1647874" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.1080/19466315.2019.1647874</a>

LavX NewsUnveiling ModePlait: A Breakthrough in Time-Evolving Causality Modeling for Data StreamsIn a world increasingly driven by data, understanding the causal relationships that evolve over time is crucial. ModePlait, a novel model developed by Chihara et al., promises to redefine how we analy...<a href="https://news.lavx.hu/article/unveiling-modeplait-a-breakthrough-in-time-evolving-causality-modeling-for-data-streams" rel="nofollow noopener noreferrer" target="_blank">https://news.lavx.hu/article/unveiling-modeplait-a-breakthrough-in-time-evolving-causality-modeling-for-data-streams</a><a href="https://mastodon.cloud/tags/news" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#news</a> <a href="https://mastodon.cloud/tags/tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tech</a> <a href="https://mastodon.cloud/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://mastodon.cloud/tags/CausalInference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CausalInference</a> <a href="https://mastodon.cloud/tags/TimeSeriesForecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TimeSeriesForecasting</a>

Valeriy M., PhD, MBA, CQF<a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="tag">#AI</a> <a href="https://sigmoid.social/tags/DataScience" class="mention hashtag" rel="tag">#DataScience</a> <a href="https://sigmoid.social/tags/MachineLearning" class="mention hashtag" rel="tag">#MachineLearning</a> <a href="https://sigmoid.social/tags/CareerGrowth" class="mention hashtag" rel="tag">#CareerGrowth</a> <a href="https://sigmoid.social/tags/FutureSkills" class="mention hashtag" rel="tag">#FutureSkills</a> <a href="https://sigmoid.social/tags/2025Trends" class="mention hashtag" rel="tag">#2025Trends</a> <a href="https://sigmoid.social/tags/CausalInference" class="mention hashtag" rel="tag">#CausalInference</a> <a href="https://sigmoid.social/tags/DifferentialPrivacy" class="mention hashtag" rel="tag">#DifferentialPrivacy</a> <a href="https://sigmoid.social/tags/Forecasting" class="mention hashtag" rel="tag">#Forecasting</a>

jobRxivPostdoc in Single-Cell Multi-Omic Gene Regulatory Networks University of Massachusetts Chan Medical SchoolJoin us to decode <a href="https://mas.to/tags/GeneRegulatoryNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GeneRegulatoryNetwork</a> from <a href="https://mas.to/tags/SingleCell" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SingleCell</a> multiomics with <a href="https://mas.to/tags/CausalInference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CausalInference</a> as a <a href="https://mas.to/tags/postdoc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#postdoc</a>! Quantitative bg needed.See the full job description on jobRxiv: <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medica" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medica</a>... <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=92012" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=92012</a>

Dr Mircea Zloteanu 🌼🐝<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statstab</a> #274 Matching Methods for Confounder AdjustmentThoughts: You may've heard that for causal inference in observational studies you need to do some stuff. Matching is one of those.<a href="https://mastodon.social/tags/matching" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#matching</a> <a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#causalinference</a> <a href="https://mastodon.social/tags/observational" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#observational</a> <a href="https://mastodon.social/tags/bias" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#bias</a> <a href="https://mastodon.social/tags/probability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#probability</a><a href="https://doi.org/10.1093/epirev/mxab003" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.1093/epirev/mxab003</a>

Dr Mircea Zloteanu 🌼🐝<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statstab</a> #273 Statistical Control Requires Causal JustificationThoughts: Another reason why I just run experiments. Controls are important for causal inference, but what not/to control for is a complex matter.<a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#causalinference</a> <a href="https://mastodon.social/tags/control" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#control</a> <a href="https://mastodon.social/tags/confounds" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#confounds</a><a href="https://journals.sagepub.com/doi/10.1177/25152459221095823" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://journals.sagepub.com/doi/10.1177/25152459221095823</a>

jobRxivPostdoc in Single-Cell Multi-Omic Gene Regulatory Networks University of Massachusetts Chan Medical SchoolJoin us to decode <a href="https://mas.to/tags/GeneRegulatoryNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GeneRegulatoryNetwork</a> from <a href="https://mas.to/tags/SingleCell" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SingleCell</a> multiomics with <a href="https://mas.to/tags/CausalInference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CausalInference</a> as a <a href="https://mas.to/tags/postdoc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#postdoc</a>! Quantitative bg needed.See the full job description on jobRxiv: <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medica" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medica</a>... <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=91669" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=91669</a>

jobRxivPostdoc in Single-Cell Multi-Omic Gene Regulatory Networks University of Massachusetts Chan Medical SchoolJoin us to decode <a href="https://mas.to/tags/GeneRegulatoryNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GeneRegulatoryNetwork</a> from <a href="https://mas.to/tags/SingleCell" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SingleCell</a> multiomics with <a href="https://mas.to/tags/CausalInference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CausalInference</a> as a <a href="https://mas.to/tags/postdoc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#postdoc</a>! Quantitative bg needed.See the full job description on jobRxiv: <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medica" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medica</a>... <a href="https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=91620" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jobrxiv.org/job/university-of-massachusetts-chan-medical-school-27778-postdoc-in-single-cell-multi-omic-gene-regulatory-networks/?feed_id=91620</a>

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