Statistics & Probability

Inference, estimators, Bayesian methods, and uncertainty quantification.

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bioengineer.org > wavelet-enhanced-mamba-and-graph-networks-revolutionize-time-series-anomaly-detection

Wavelet-Enhanced Mamba and Graph Networks Revolutionize Time Series Anomaly

20+ hour, 49+ min ago   (117+ words) The relentless growth of the Internet of Things has transformed ordinary environments into vast webs of interconnected sensors, each streaming measurements around the clock. From smart factories to hospital wards, from city traffic systems to orbiting spacecraft, the world now…...


medium.com > @atticusli > a-b-testing-segmentation-why-one-size-fits-all-results-are-lying-to-you-3c48cf58e070

A/B Testing Segmentation: Why One-Size-Fits-All Results Are Lying to You

22+ hour, 19+ min ago   (890+ words) Learn why aggregate A/B test results hide the truth. Master segmentation analysis, understand heterogeneous treatment effects …...


dev.to > aiden11 > that-98-is-a-model-score-not-a-rate-5ele

That 98% is a model score, not a rate

1+ day, 8+ hour ago   (251+ words) A number went around this week: "98% of truck drivers drive dangerously." I went to the source to see whether it holds. The source is real. It is a PLOS ONE paper (20(8):e0328899) built on the Kaggle "DBRA24" dataset: 120,000 trip records, 26 features, collected…...


dev.to > ephantus_macharia_ > parametric-vs-non-parametric-statistical-tests-in-python-m7p

Parametric vs Non-Parametric Statistical Tests in Python

1+ day, 14+ hour ago   (689+ words) When working with data, knowing the mean, median, or standard deviation is often not enough. At some point, you may want to answer questions like: This is where statistical hypothesis testing becomes useful. Two major families of statistical tests are:…...


medium.com > @drpeterkattan > i-reviewed-hundreds-of-calculus-exercises-start-with-these-20-3fd31807a6a0

I Reviewed Hundreds of Calculus Exercises — Start With These 20

1+ day, 17+ hour ago   (1140+ words) Opening a calculus textbook can be intimidating. A single chapter may contain dozens of exercises. A complete textbook may contain …...


drvinayprasad.com > p > how-to-think-about-confidence-intervals

How to think about confidence intervals and p values

2+ day, 6+ hour ago   (27+ words) drvinayprasad.com How to think about confidence intervals and p values For prospective randomized studies when alpha is split…...


medium.com > @kanamadi.bhagyashree.8 > probability-basics-explained-with-simple-real-life-examples-statistics-part-8-15-3a7a96105757

Probability Basics Explained With Simple Real-Life Examples | Statistics Part 8/15

4+ day, 9+ hour ago   (117+ words) Probability is one of the most important concepts in Statistics, Data Science and Machine Learning. But what does probability actually mean? In this article, we’ll understand Probability Basics using simple examples and learn about: • Probability and uncertainty• Experiments and outcomes…...


dev.to > turingcorp > the-confidence-number-is-the-product-and-here-is-ours-with-the-caveat-4mmk

The confidence number is the product (and here is ours, with the caveat)

5+ day, 13+ hour ago   (276+ words) Most AI tools answer the question. The harder job is judging between two answers you already have: two drafts, two plans, two offers. You usually lean one way already — what you cannot do is price your own uncertainty. That is…...


dev.to > boblied > pwc-391-median-boxes-27o4

PWC 391 Median Boxes

6+ day, 5+ hour ago   (509+ words) The first task asks us to combine sorted arrays and find the median, and the second asks us to combine boxes by stacking them inside each other. I feel the urge to merge. The median is the middle point in…...


medium.com > @itsrobintomar > from-pico-to-prisma-how-to-streamline-your-systematic-review-in-one-workspace-1244e3d684b5

From PICO to PRISMA: How to Streamline Your Systematic Review in One Workspace

1+ week, 16+ hour ago   (708+ words) Discover how EvidenceFlow unifies literature screening, AI-assisted study prioritization, meta-analysis, and PRISMA 2020 …...