Everything about Standard ML

🧭 Start here: a 6-step reading path

1. Read the overview: Standard MLA 5-minute orientation
2. Skim a recent paper: When Should You Adjust Standard Errors for Clustering?Influential work since 2022
3. Pick up a classic book: The definition of standard MLThe most-reprinted book on the subject
4. Read the landmark paper: Multidrug-resistant, extensively drug-resistant and pandrug-resistant bacteria: an international expert proposal for interim standard definitions for acquired resistanceCited 12,292 times
5. Go sideways: Haskell featuresA closely related topic
6. Go sideways: Normalisation by evaluationA closely related topic

🏆 Landmark papers (most cited)

• Multidrug-resistant, extensively drug-resistant and pandrug-resistant bacteria: an international expert proposal for interim standard definitions for acquired resistance

  A.-P. Magiorakos, A. Srinivasan, R.B. Carey · 2012 · Clinical Microbiology and Infection · 12,292 citations

• Establishing a standard definition for child overweight and obesity worldwide: international survey

  T. J Cole · 2000 · BMJ · 11,498 citations

• Estimating the sample mean and standard deviation from the sample size, median, range and/or interquartile range

  Xiang Wan, Wenqian Wang, Jiming Liu · 2014 · BMC Medical Research Methodology · 10,682 citations

• Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches

  Mitchell A. Petersen · 2008 · Review of Financial Studies · 9,852 citations

• Overview of the High Efficiency Video Coding (HEVC) Standard

  Gary J. Sullivan, Jens-Rainer Ohm, Woo-Jin Han · 2012 · IEEE Transactions on Circuits and Systems for Video Technology · 7,779 citations

• Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC

  G. Aad, T. Abajyan, B. Abbott · 2012 · Physics Letters B · 6,874 citations

• The Autism Diagnostic Observation Schedule—Generic: A Standard Measure of Social and Communication Deficits Associated with the Spectrum of Autism

  Catherine Lord, Susan Risi, Linda Lambrecht · 2000 · Journal of Autism and Developmental Disorders · 6,483 citations

• Shifting the genomic gold standard for the prokaryotic species definition

  Michael Richter, Ramon Rosselló-Móra · 2009 · Proceedings of the National Academy of Sciences · 6,233 citations

🆕 Influential since 2022

• When Should You Adjust Standard Errors for Clustering?

  Alberto Abadie, Susan Athey, Guido W Imbens · 2022 · The Quarterly Journal of Economics · 1,569 citations

• Microaxial Flow Pump or Standard Care in Infarct-Related Cardiogenic Shock

  Jacob E. Møller, Thomas Engstrøm, Lisette O. Jensen · 2024 · New England Journal of Medicine · 1,005 citations

• Cilta-cel or Standard Care in Lenalidomide-Refractory Multiple Myeloma

  Jesús San-Miguel, Binod Dhakal, Kwee Yong · 2023 · New England Journal of Medicine · 852 citations

• Lisocabtagene maraleucel versus standard of care with salvage chemotherapy followed by autologous stem cell transplantation as second-line treatment in patients with relapsed or refractory large B-cell lymphoma (TRANSFORM): results from an interim analysis of an open-label, randomised, phase 3 trial

  Manali Kamdar, Scott R Solomon, Jon Arnason · 2022 · The Lancet · 803 citations

• Ide-cel or Standard Regimens in Relapsed and Refractory Multiple Myeloma

  Paula Rodriguez-Otero, Sikander Ailawadhi, Bertrand Arnulf · 2023 · New England Journal of Medicine · 802 citations

📚 Books worth reading

• The definition of standard MLR. Milner, Robin Milner · 1997
• Explorations in parallel distributed processingJames L. McClelland · 1988
• Compiling with ContinuationsAndrew W. Appel · 1992

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

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