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"A few statistical principles for data science" by Noel Cressie

Abstract
In any other circumstance, it might make sense to define the extent of the terrain (Data Science) first, and then locate and describe the landmarks (Principles). But this data revolution we are experiencing defies a cadastral survey. Areas are continually being annexed into Data Science. For example, biometrics was traditionally statistics for agriculture in all its forms but now, in Data Science, it means the study of characteristics that can be used to identify an individual. Examples of non-intrusive measurements include height, weight, fingerprints, retina scan, voice, photograph/video (facial landmarks and facial expressions) and gait. A multivariate analysis of such data would be a complex project for a statistician, but a software engineer might appear to have no trouble with it at all. In any applied-statistics project, the statistician worries about uncertainty and quantifies it by modelling data as realisations generated from a probability space. Another app ....

Data Science , Data Engineering , Applied Statistics , Ierarchical Statistical Models , Measurement Error , Spatial Statistics , தகவல்கள் அறிவியல் , தகவல்கள் பொறியியல் , பயன்படுத்தப்பட்டது புள்ளிவிவரங்கள் ,

"Learning to Charge RF-Energy Harvesting Devices in WiFi Networks" by Yizhou Luo and Kwan Wu Chin

Future WiFi networks will be powered by renewable sources. They will also have radio frequency (RF)-energy harvesting devices. In these networks, a solar-powered access point (AP) will be tasked with supporting both nonenergy harvesting or legacy data users such as laptops, and RF-energy harvesting sensor devices. A key issue is ensuring the AP uses its harvested energy efficiently. To this end, this article contributes two novel solutions that allow the AP to control its transmit power to meet the data rate requirement of legacy users and also to ensure RF-energy devices harvest sufficient energy to transmit their sensed data. Advantageously, these solutions can be deployed in current wireless networks, and they do not require perfect channel gain information to sensor devices or noncausal energy arrivals at an AP. The first solution uses a deep Q-network (DQN) whilst the second solution uses model predictive control (MPC) to manage the AP’s transmit power subject to its available e ....

Receding Horizon Control , Einforcement Learning Rl , Signal To Noise Ratio , Task Analysis , Wireless Fidelity , கேளுங்கள் பகுப்பாய்வு ,

Special needs children regressing as families struggle amid pandemic

KUALA LUMPUR (Bernama): Five-year-old Noah, a special needs kid, has stopped talking.
Having spent most of his life in Malaysia, he had recently moved to Brunei with his mother and two sisters to join his father who works there. It is only the latest thing he has had to adapt to in the space of one year, what with the Covid-19 pandemic and the resulting restrictions that have played havoc with his daily routine.
His reticence worries his mother Nurul Che Hashim.
Before we would hear him say more, but now he s a bit on the quiet side. When we ask him, Do you want water? , he wouldn t answer. Usually, he would say, Water. Water. But he doesn t say that anymore, she said. ....

Kuala Lumpur , Maisurah Amir , Afif Baqir , Auni Farzana Azizam , Nadiah Hanim Abdul Latif , Nurul Che Hashim , Dalinah Gabda , Welfare Department Of Malaysia , National Autism Society Of Malaysia Nasom , Ministry Of Women , Harvard Medical School , Community Development , World Health Organisation , Five Year Old Noah , Nurul Che , Autism Spectrum Disorder , Attention Deficit Hyperactive Disorder , National Autism Society , Auni Farzana , Social Welfare Department , Autism Link Malaysia , Grace Liew , Covid 19 Watch , Covid 19 , Corona Virus , Neurodevelopmental Disorder ,

MSNBC MSNBC Live with Velshi and Ruhle February 17, 2020 18:18:45

Transcripts for MSNBC MSNBC Live with Velshi and Ruhle 20200217 18:18:45
archive.org - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from archive.org Daily Mail and Mail on Sunday newspapers.

Nevada Democratic Party ,

MSNBC AM Joy December 14, 2019 16:26:00

Federalist society and where are those judges coming from, federalist society approved judges. so that is the architecture of this. it is mcconnell, barr, the b brains behind the operation. what is the risk then? let s say that they take over, which they are doing the federal courts, walk us through what that means for the average immigrant, for the average muslim, for the average person who way gay or trans or lesbian. it means a huge regression on all of those issues. and it also means voter suppression. it means gerrymandering and supporting that, it means supporting a lot of wealth and money coming into the republican side on elections. because of things like citizens united. on all these fronts, it changes what americans can do, it changes rights for americans. especially lgbt americans, ....

Over Thinking Barr , Federalist Society , Theb Brains , Al L , Mo Ney , Voter Suppression , Citizens United ,