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Machine Learning meets Biostatistics IIA crash course on Causal ...
www.statslab.cam.ac.uk/~qz280/talk/ccaim-summer-school-2022/slides.pdf14 May 2024: a,B = b,C = c). It is common to model the counts by Yabcind Poisson(µ πabc ). glm formula in R Poisson log-linear model Joint distribution Independence. YABC log µabc = ... Directed acyclic graph (DAG) = directed graph with no cycles. If A B, A pa(B) -
Tightness of LP Relaxations for Almost Balanced Models Adrian ...
https://mlg.eng.cam.ac.uk/adrian/tricam.pdf16 May 2024: Partition thevariable indices into two subsets, A [n] = {1,. ,n}and B = [n] A. ... Proof B. We provide an alternative derivation which essen-tially incorporates the flipping into the proof. -
Exhibition opens in celebration of College's 70th anniversary |…
https://www.murrayedwards.cam.ac.uk/news/exhibition-opens-celebration-colleges-70th-anniversary17 May 2024: Seventy years ago, our College opened as the third foundation for women at the University of Cambridge, on a shoestring and in a borrowed building with just 16 students.  Crammed into a house -
BETS: The dangers of selection bias in early analyses ...
www.statslab.cam.ac.uk/~qz280/talk/ghent-2021/slides.pdf14 May 2024: f (t,s | B = b,E = e) 1{(b,e,t,s)D}P((B,E,T,S) D| B = b,E = e. ). ... f (t,s | B = b,E = e) 1{(b,e,t,s)D}P((B,E,T,S) D| B = b,E = e. -
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring…
https://mlg.eng.cam.ac.uk/adrian/KDD2018_inequality_indices.pdf16 May 2024: More precisely,let b′ = ⟨b, ,b⟩ Rnk0 be a k-replication of b. ... That is, forany b R0, I(b,b, ,b) = 0. In addition to the above four principles satisfied by many in-equality indices, we also focus on the following property whichis -
Multiple conditional randomization tests
www.statslab.cam.ac.uk/~qz280/talk/ims-2022/slides.pdf14 May 2024: B. B. B. B. BB B. D. D. D. D. D. ... 24117–24126 (2020).5. T. B. Berrett, Y. Wang, R. F. Barber, R. -
Conditions Beyond Treewidth for Tightness of Higher-order LP…
https://mlg.eng.cam.ac.uk/adrian/conditions.pdf16 May 2024: Let P ={x Rm|Ax b} be a polytope for some A =[a1,. ... ak]. > Rkm, b Rk (for some k N). Thenfor v Ext(P), we have. -
STATISTICAL MODELLING Part IIC, Michaelmas 2021Practical 2: More on…
www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P2.pdf14 May 2024: Thus for large B we can expect to see thatFB(x) F(x). ... B <- length(f_stat). theoretical_quantiles <- qf((1:B) / (B 1), df1, df2). -
What is a randomization test?
www.statslab.cam.ac.uk/~qz280/talk/toronto-2022/slides.pdf14 May 2024: 2017). B. B. B. B. BB B. D. D. D. D. ... K. L. Morgan, D. B. Rubin, Annals of Statistics 40, 1263–1282 (2012).17. -
Multiple conditional randomization tests
www.statslab.cam.ac.uk/~qz280/talk/mcp-2022/slides.pdf14 May 2024: B. B. B. B. BB B. D. D. D. D. D. ... K. L. Morgan, D. B. Rubin, Annals of Statistics 40, 1263–1282 (2012).11.
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