heavy Composite foliage Si fertilizer for lowering contents of heavy metals and nitrate in vegetable, and preparation method thereof By www.freepatentsonline.com Published On :: Tue, 28 Apr 2015 08:00:00 EDT The present invention is related to the field of environmental protection, more specifically, to a foliage silicon fertilizer and a method for production of the fertilizer, which is a molybdenum-silica compound sol used for reducing heavy metal and nitrates in vegetables. The fertilizer, which is a molybdenum-silica compound sol, comprises 10-25 wt % silica, 0.05-5.5 wt % molybdenum ions. More preferably, the fertilize, which is a rare earth-molybdenum-silica compound sol, comprises 10-25 wt % silica, 0.05-5.5 wt % molybdenum ions and 0.1-7.5 wt % rare earth ions. By the combination of silica with molybdenum in the present invention, it is effective for preventing the absorption/accumulation of nitrates in vegetables. In addition, by the further combination with rare earth element, the prevention ability of the fertilizer from absorbing heavy metal and nitrates into vegetables is even enhanced. With a preparation method with normal pressure and relatively, low temperature, that is, with mild condition, simple process and high operability, large scale production of the present invention may be readily executed. Full Article
heavy Heavy duty matrix bit By www.freepatentsonline.com Published On :: Tue, 10 Mar 2015 08:00:00 EDT An apparatus and method for manufacturing a downhole tool that reduces failures occurring along a bondline between a cemented matrix coupled around a blank. The cemented matrix material is formed from a powder and a binder material. The blank includes an internal blank component and a coating coupled around at least a portion of the surface of the internal blank component. The internal blank component includes a top portion and a bottom portion. The internal blank component is substantially cylindrically shaped and defines a channel extending through the top portion and the bottom portion. The coating is a metal in some exemplary embodiments. The coating reduces the migration of the binder material into the blank thereby allowing the control of intermetallic compounds thickness within the bondline. Full Article
heavy Heavy ANFO and a tailored expanded polymeric density control agent By www.freepatentsonline.com Published On :: Tue, 15 Apr 2014 08:00:00 EDT The present invention is directed to an explosive composition comprised of heavy ANFO and expanded polymeric beads that have a density that is less than the density of the heavy ANFO. The expanded polymeric beads have a size that is determined or based on the size of ammonium nitrate prills used in the heavy ANFO portion of the composition. In one embodiment, the expanded polymeric beads that are utilized in the composition are at least 70% of the lower limit of the mesh size of the predominant ammonium nitrate prill mesh size. In another embodiment, the expanded polymeric beads are at least 70% of the a size that is related to the average mesh size of the ammonium nitrate prills. Full Article
heavy METHOD AND APPARATUS FOR TOOTH REGULATION WITH HEAVY FORCES By www.freepatentsonline.com Published On :: Thu, 22 Jun 2017 08:00:00 EDT Methods are provided for regulating tooth movement and for maintaining or improving tissue health using heavy forces. Such methods comprise allowing a heavy force to be exerted on one or more teeth of a patient in need thereof; and administering an effective amount of light to the maxillary or mandibular alveolar bone of the patient, wherein the light is administered before, during, or after the heavy force is exerted. The light can have a wavelength in the range of about 585 nm to about 665 nm, or about 815 nm to about 895 nm. An apparatus useful for providing light therapy is also provided. Full Article
heavy PROCESS AND APPARATUS FOR HEAVY HYDROCARBON REMOVAL FROM LEAN NATURAL GAS BEFORE LIQUEFACTION By www.freepatentsonline.com Published On :: Thu, 22 Jun 2017 08:00:00 EDT A process is described herein for removing high freeze point hydrocarbons, including benzene compounds, from a mixed feed gas stream. The process involves cooling process streams in one or more heat exchangers and separating condensed compounds in multiple separators to form a methane-rich product gas stream. Select solvent streams from a fractionation train and/or separate solvent streams are employed to lower the freeze point of one or more streams that contain high freeze point hydrocarbons. A corresponding system also is disclosed. Full Article
heavy Kim catches heavy cod By www.dailyecho.co.uk Published On :: Thu, 24 Dec 2015 05:04:57 +0000 Kim Bowden, the assistant secretary and treasurer of the Angling Trust Wessex Region Marine certainly showed that he has got what it takes when he went afloat from the Portsmouth based boat ‘Dawn Venture’ skippered by Ross Burnett. Full Article
heavy Heavyocity launches #StayHome with proceeds donated to those impacted by COVID-19 By rekkerd.org Published On :: Thu, 30 Apr 2020 06:37:02 +0000 Heavyocity has announced the release of #StayHome, a collection of homemade loops to benefit those impacted by COVID-19. The pack includes over 80 melodic and percussive loops, recorded and processed at the homes and home studios of Heavyocity’s employees. We hope this message finds you safe during this unprecedented time. Heavyocity is headquartered right in […] The post Heavyocity launches #StayHome with proceeds donated to those impacted by COVID-19 appeared first on rekkerd.org. Full Article News Samples and sound libraries donationware freeware Heavyocity
heavy Heavyocity NOVO Essentials orchestral strings on sale for $59 USD By rekkerd.org Published On :: Fri, 01 May 2020 14:37:11 +0000 Plugin Boutique has announced an exclusive sale on NOVO Essentials by Heavyocity, offering 50% off on the curated selection of core orchestral strings content from NOVO: Modern Strings. Featuring deeply-sampled organic strings recorded at the famous Eastwood Scoring Stage at Warner Bros. Studios, NOVO ESSENTIALS contains the same three-engine functionality of the full NOVO instrument […] The post Heavyocity NOVO Essentials orchestral strings on sale for $59 USD appeared first on rekkerd.org. Full Article News Sales and promotions Heavyocity Kontakt orchestra Plugin Boutique sale
heavy Heavyocity Mosaic Voices for Kontakt Player on sale for $59 USD By rekkerd.org Published On :: Fri, 08 May 2020 12:41:43 +0000 Plugin Boutique has announced an exclusive sale on the Mosaic Voices instrument library by Heavyocity, offering a 50% discount for few days only. The Mosaic Series was conceived to keep composers creative: Each instrument features a unique set of foundational elements, designed to be combined and layered into lush, cinematic textures. Mosaic Voices is a […] The post Heavyocity Mosaic Voices for Kontakt Player on sale for $59 USD appeared first on rekkerd.org. Full Article News Sales and promotions cinematic Heavyocity Kontakt Plugin Boutique sale vocals
heavy Lockdown to have huge impact on heavy appliances sector: Godrej By retail.economictimes.indiatimes.com Published On :: 2020-04-20T08:10:08+05:30 "The heavy appliances industry will be impacted by a significant loss of up to 60 per cent in March and almost 100 per cent in April. These two months put together contribute close to 25 per cent of the annual revenue," Godrej Appliances Business Head and EVP Kamal Nandi told. Full Article
heavy Heavy Rotation: 8 Songs Public Radio Can't Stop Playing By www.kosu.org Published On :: Sat, 09 May 2020 11:03:00 +0000 Full Article
heavy Heavy Rotation: 8 Songs Public Radio Can't Stop Playing By feedproxy.google.com Published On :: Sat, 09 May 2020 11:03:00 +0000 Full Article
heavy Looking for someone to pick up a small heavy table on long island ny and take it to greyhound (Long island NY) By jobs.metafilter.com Published On :: Mon, 04 Nov 2019 20:54:06 -0800 Unless you're planning a road trip to the west coast of course on which I'd be happy to have you take it the entire way! Full Article Shippingfurniture
heavy Wind Concertos - BOTTI, S. / TURNER, J.L. / GRYC, S.M. (Heavy Weather) (Koffman, Mendoker, M. Goldberg, Hartt Wind Ensemble, Adsit) (8.574087) By www.naxos.com Published On :: Sat, 01 Feb 2020 00:00:00 GMT The Hartt School Wind Ensemble presents recent concertante works by three contemporary American composers—demonstrating once more the versatility of the ensemble, heard here in conjunction with soloists. Susan Botti’s sull’ala is inspired by flight, expressed in rhythm, harmony and texture, while Jess Langston Turner describes powerful meteorological phenomena in Heavy Weather. In Guignol, Stephen Michael Gryc conjures witty banter and frenetic action from his puppet hero. Full Article
heavy Heavy smokers 'will spend $10,000 a year', with addicts saying tax hike won't stop them By www.abc.net.au Published On :: Sun, 01 Sep 2019 11:39:00 +1000 Alice says the tobacco tax increase won't act as an incentive to break the addiction because smoking already has a "hold" on her life. Full Article ABC Northern Tasmania hobart northtas Government and Politics:All:All Government and Politics:Tax:All Health:All:All Health:Smoking:All Australia:TAS:All Australia:TAS:Hobart 7000 Australia:TAS:Launceston 7250
heavy The Naval Base shacks south of Perth are located on the doorstep of a heavy industrial area By www.abc.net.au Published On :: Sun, 13 Oct 2019 09:34:00 +1100 Full Article ABC Radio Perth perth Community and Society:All:All Community and Society:Urban Development and Planning:All Health:Environmental Health:All Australia:WA:Perth 6000
heavy Flights resume at Adelaide Airport following delays caused by heavy fog By www.abc.net.au Published On :: Tue, 03 Sep 2019 13:57:00 +1000 Flights resume arriving and departing from Adelaide Airport after delays and diversions this morning because of the heaviest fog since 2003. Full Article ABC Broken Hill brokenhill adelaide melbourne Business Economics and Finance:Industry:Air Transport Weather:All:All Australia:All:All Australia:NSW:All Australia:NSW:Broken Hill 2880 Australia:SA:Adelaide 5000 Australia:SA:All Australia:VIC:All Australia:VIC:Melbourne 3000 Malaysia:All:All Singapore:All:All
heavy Locals welcome heavy rains in parched NSW (Courtesy: Stephanie Wilson) By www.abc.net.au Published On :: Mon, 04 Nov 2019 16:48:00 +1100 Parched parts of NSW received a welcome dump of rain over the weekend. Full Article ABC Western Plains westernplains Disasters and Accidents:Drought:All Weather:Rainfall:All Australia:NSW:Brewarrina 2839
heavy Heavy rain fills dams in Coolabah (Supplied: Anthony Hyde) By www.abc.net.au Published On :: Mon, 04 Nov 2019 16:48:00 +1100 Heavy rainfall has filled up dams in the drought-stricken region of Coolabah in New South Wales.(credit: Anthony Hyde) Full Article ABC Western Plains westernplains Disasters and Accidents:Drought:All Weather:Rainfall:All Australia:NSW:Coolabah 2831
heavy Lives at risk on the road from poorly trained truck drivers says a Bunbury heavy haulage operator By www.abc.net.au Published On :: Wed, 29 Jul 2015 13:15:00 +0800 CEO of a Bunbury freight company, Mark Mazza wants to see a nationally accredited training scheme for truck drivers. Full Article ABC Local southwestwa Education:Apprenticeships:All Education:Driver Education:All Health:Occupational Health and Safety:All Business Economics and Finance:Industry:Road Transport Australia:WA:Bunbury 6230
heavy NSW wild weather brings surprise snow to Goulburn and Blue Mountains, and heavy rain for Sydney By www.abc.net.au Published On :: Wed, 18 Sep 2019 00:10:00 +1000 A cold front moving across NSW dumps snow around Goulburn and the Blue Mountains, while erratic winds and lightning may hamper firefighting efforts in the north of the state. Full Article ABC Illawarra sydney illawarra Weather:All:All Australia:NSW:Blackheath 2785 Australia:NSW:Goulburn 2580
heavy heavy machinery clears a sand bank at Tallow Creek By www.abc.net.au Published On :: Wed, 19 Jun 2019 10:34:00 +1000 Full Article ABC Local northcoast Environment:Conservation:All Environment:Conservation:Marine Parks Science and Technology:Biology:Marine Biology Australia:NSW:Byron Bay 2481
heavy Victoria preparing for heavy downpour, snow, hail and a possible new rainfall record in Melbourne By www.abc.net.au Published On :: Tue, 28 Apr 2020 13:41:15 +1000 The warm weather is about to end in Victoria, with the state set to be hit by a deluge of rain, hail and snow from today and temperatures set to hang around the low teens all weekend. Full Article Weather Rainfall Snowfall Community and Society
heavy Perth weather prompts BOM warning as strong winds, heavy rain set to pummel south-west WA By www.abc.net.au Published On :: Sat, 22 Jun 2019 16:06:00 +1000 A strong cold front is expected to bring damaging wind gusts, heavy rain, thunderstorms and possible flash flooding to south-west WA, with up to 40 millimetres of rainfall set to be dumped on Perth. Full Article ABC Great Southern greatsouthern southwestwa perth Weather:All:All Weather:Rainfall:All Australia:WA:Albany 6330 Australia:WA:All Australia:WA:Bunbury 6230 Australia:WA:Busselton 6280 Australia:WA:Mandurah 6210 Australia:WA:Margaret River 6285 Australia:WA:Perth 6000
heavy Would you test your strength against Australia's number one heavyweight right arm wrestler? By www.abc.net.au Published On :: Mon, 29 Jul 2019 06:19:00 +1000 Arm wrestling is often associated with a casual competition at the local pub, but professionals like Ryan 'The Milkman' Scott compete internationally and are working hard to grow the sport in regional communities. Full Article ABC Great Southern greatsouthern Community and Society:All:All Community and Society:Regional:All Sport:All:All Australia:WA:Albany 6330
heavy Perth weather set to turn ugly with strong winds, damaging swell and heavy rain loom By www.abc.net.au Published On :: Thu, 03 Oct 2019 08:42:00 +1000 The school holidays are about to get ugly with the Bureau of Meteorology forecasting thunderstorms and some wild weather for Friday, the second last day of the Perth Royal Show. Full Article ABC Great Southern greatsouthern southwestwa perth Weather:All:All Australia:WA:Albany 6330 Australia:WA:All Australia:WA:Bunbury 6230 Australia:WA:Perth 6000
heavy Bus driver abuse, assaults taking heavy toll on mental health By www.abc.net.au Published On :: Wed, 26 Jun 2019 07:03:00 +1000 Bus drivers used to receive respectful thanks at the end of a quiet ride, but these days some say they work in fear of being punched, stabbed, screamed at or spat on. Full Article ABC Central Victoria brisbane centralvic melbourne Business Economics and Finance:Industry:Road Transport Business Economics and Finance:Industry:Transport Business Economics and Finance:Small Business:All Health:All:All Health:Men's Health:All Health:Mental Health:All Health:safety:All Law Crime and Justice:Crime:All Australia:QLD:All Australia:QLD:Brisbane 4000 Australia:VIC:All Australia:VIC:Bendigo 3550 Australia:VIC:Melbourne 3000
heavy Cyclonic system bringing more heavy rain to northern Queensland By www.abc.net.au Published On :: Tue, 08 Jan 2019 16:28:00 +1100 The SES is urging northern Queensland residents to be ready as a tropical low starts to bring heavy rain to coastal communities north from Rockhampton. Full Article ABC North Queensland brisbane farnorth tropic capricornia northqld Disasters and Accidents:All:All Disasters and Accidents:Emergency Incidents:All Government and Politics:Local Government:All Weather:Cyclone:All Weather:Storm:All Australia:All:All Australia:QLD:All Australia:QLD:Brisbane 4000 Australia:QLD:Cairns 4870 Australia:QLD:Mackay 4740 Australia:QLD:Rockhampton 4700 Australia:QLD:Townsville 4810
heavy Heavy snowfall is being reported at popular skiing destination Mount Hotham By www.abc.net.au Published On :: Fri, 09 Aug 2019 13:55:00 +1000 Snowboarder Matt Golding was swept down 'Mary's Slide' after triggering an avalanche. Full Article ABC Goulburn Murray goulburnmurray Disasters and Accidents:Avalanche:All Sport:Winter Sports:Alpine Skiing Sport:Winter Sports:Freestyle Skiing Sport:Winter Sports:Nordic Skiing Weather:All:All Weather:Phenomena:All Weather:Snowfall:All Weather:Storm:All Australia:VIC:All Australia:VIC:Mount Hotham 3741
heavy Canberrans asked to do 'heavy lifting' in battling climate change including give up cooking with gas By www.abc.net.au Published On :: Tue, 17 Sep 2019 05:40:00 +1000 The ACT Government unashamedly asks the community to do more to help it reach the ambitious target of net zero carbon emissions by 2045, with transport and natural gas top of the list of targets. Full Article ABC Radio Canberra canberra Environment:All:All Environment:Climate Change:All Environment:Environmental Management:All Environment:Environmental Policy:All Government and Politics:States and Territories:All Australia:ACT:All Australia:ACT:Canberra 2600
heavy Heavy vs big By education.abc.net.au Published On :: Tue, 10 Mar 2020 01:26:40 GMT How would you measure and compare the weight of something? Learn why big things aren't necessarily heavy. All you need is something heavy and a lot of something light and you’ll be able to prove that weight is not the same as size. Full Article
heavy Hollywood Heavyweights Launch New Christian Music Label By feedproxy.google.com Published On :: Their Debut Release, Firma Collective - Songs For Every Soul, Was Produced By Mgrdichian And Mixed By The Legendary Brian Reeves Full Article
heavy Hollywood Heavyweights Launch New Christian Music Label By www.musicdish.com Published On :: Their Debut Release, Firma Collective - Songs For Every Soul, Was Produced By Mgrdichian And Mixed By The Legendary Brian Reeves Full Article
heavy Wilder’s heavyweight journey is anything but traditional By feeds.bet.com Published On :: Thu, 29 Nov 2018 15:58:27 EST The boxer discusses his journey and match with Tyson Fury. Full Article News Deontay Wilder
heavy Tyson Fury promoter claims Anthony Joshua not truly keen on heavyweight unification fight By feedproxy.google.com Published On :: Sat, 09 May 2020 00:00:00 +0100 A heavyweight title unification between Anthony Joshua and Tyson Fury is closer than ever. Full Article
heavy Weather: Heavy Snow Hits the UK 大雪袭英国 By www.bbc.co.uk Published On :: 2009-02-12T12:41:07+00:00 Everyone expects a bit of snow in winter but the UK has been totally unprepared for this week's heavy snowfall. Full Article Tae Takeaway English
heavy Inter-{alpha}-inhibitor heavy chain-1 has an integrin-like 3D structure mediating immune regulatory activities and matrix stabilization during ovulation [Glycobiology and Extracellular Matrices] By www.jbc.org Published On :: 2020-04-17T00:06:05-07:00 Inter-α-inhibitor is a proteoglycan essential for mammalian reproduction and also plays a less well-characterized role in inflammation. It comprises two homologous “heavy chains” (HC1 and HC2) covalently attached to chondroitin sulfate on the bikunin core protein. Before ovulation, HCs are transferred onto the polysaccharide hyaluronan (HA) to form covalent HC·HA complexes, thereby stabilizing an extracellular matrix around the oocyte required for fertilization. Additionally, such complexes form during inflammatory processes and mediate leukocyte adhesion in the synovial fluids of arthritis patients and protect against sepsis. Here using X-ray crystallography, we show that human HC1 has a structure similar to integrin β-chains, with a von Willebrand factor A domain containing a functional metal ion-dependent adhesion site (MIDAS) and an associated hybrid domain. A comparison of the WT protein and a variant with an impaired MIDAS (but otherwise structurally identical) by small-angle X-ray scattering and analytical ultracentrifugation revealed that HC1 self-associates in a cation-dependent manner, providing a mechanism for HC·HA cross-linking and matrix stabilization. Surprisingly, unlike integrins, HC1 interacted with RGD-containing ligands, such as fibronectin, vitronectin, and the latency-associated peptides of transforming growth factor β, in a MIDAS/cation-independent manner. However, HC1 utilizes its MIDAS motif to bind to and inhibit the cleavage of complement C3, and small-angle X-ray scattering–based modeling indicates that this occurs through the inhibition of the alternative pathway C3 convertase. These findings provide detailed structural and functional insights into HC1 as a regulator of innate immunity and further elucidate the role of HC·HA complexes in inflammation and ovulation. Full Article
heavy Episode 82 - The Internet of Cars in Space (IoCiS) Falcon Heavy, Bitcoin bubble and Apple earnings By play.acast.com Published On :: Fri, 09 Feb 2018 00:00:00 GMT Back with a bang as Computerworld editor Scott Carey leads the squad into the cauldron of convo. Christina Mercer explains why her beau Elon Musk took a car into space, Sean Bradley on that bursting Bitcoin bubble, and David Price to tell us all how Apple can charge even more for its stuff and keep on making record profit. See acast.com/privacy for privacy and opt-out information. Full Article
heavy Heavy Response to Nebraska Restraint Bill Illuminates Teachers' Frustrations By feedproxy.google.com Published On :: Wed, 17 May 2017 00:00:00 +0000 A Nebraska senator introduced a bill that would give teachers legal cover to physically restraint disruptive students, prompting a strong positive response from members of the state teachers' union. Full Article Nebraska
heavy Practical Locally Private Heavy Hitters By Published On :: 2020 We present new practical local differentially private heavy hitters algorithms achieving optimal or near-optimal worst-case error and running time -- TreeHist and Bitstogram. In both algorithms, server running time is $ ilde O(n)$ and user running time is $ ilde O(1)$, hence improving on the prior state-of-the-art result of Bassily and Smith [STOC 2015] requiring $O(n^{5/2})$ server time and $O(n^{3/2})$ user time. With a typically large number of participants in local algorithms (in the millions), this reduction in time complexity, in particular at the user side, is crucial for making locally private heavy hitters algorithms usable in practice. We implemented Algorithm TreeHist to verify our theoretical analysis and compared its performance with the performance of Google's RAPPOR code. Full Article
heavy Robust Bayesian model selection for heavy-tailed linear regression using finite mixtures By projecteuclid.org Published On :: Mon, 03 Feb 2020 04:00 EST Flávio B. Gonçalves, Marcos O. Prates, Victor Hugo Lachos. Source: Brazilian Journal of Probability and Statistics, Volume 34, Number 1, 51--70.Abstract: In this paper, we present a novel methodology to perform Bayesian model selection in linear models with heavy-tailed distributions. We consider a finite mixture of distributions to model a latent variable where each component of the mixture corresponds to one possible model within the symmetrical class of normal independent distributions. Naturally, the Gaussian model is one of the possibilities. This allows for a simultaneous analysis based on the posterior probability of each model. Inference is performed via Markov chain Monte Carlo—a Gibbs sampler with Metropolis–Hastings steps for a class of parameters. Simulated examples highlight the advantages of this approach compared to a segregated analysis based on arbitrarily chosen model selection criteria. Examples with real data are presented and an extension to censored linear regression is introduced and discussed. Full Article
heavy Heavy metalloid music : the story of Simply Saucer By dal.novanet.ca Published On :: Fri, 1 May 2020 19:34:09 -0300 Author: Locke, Jesse, 1983- author.Callnumber: ML 421 A14 L63 2018ISBN: 9781771613682 (Paper) Full Article
heavy Convergence rates of least squares regression estimators with heavy-tailed errors By projecteuclid.org Published On :: Tue, 21 May 2019 04:00 EDT Qiyang Han, Jon A. Wellner. Source: The Annals of Statistics, Volume 47, Number 4, 2286--2319.Abstract: We study the performance of the least squares estimator (LSE) in a general nonparametric regression model, when the errors are independent of the covariates but may only have a $p$th moment ($pgeq1$). In such a heavy-tailed regression setting, we show that if the model satisfies a standard “entropy condition” with exponent $alphain(0,2)$, then the $L_{2}$ loss of the LSE converges at a rate [mathcal{O}_{mathbf{P}}igl(n^{-frac{1}{2+alpha}}vee n^{-frac{1}{2}+frac{1}{2p}}igr).] Such a rate cannot be improved under the entropy condition alone. This rate quantifies both some positive and negative aspects of the LSE in a heavy-tailed regression setting. On the positive side, as long as the errors have $pgeq1+2/alpha$ moments, the $L_{2}$ loss of the LSE converges at the same rate as if the errors are Gaussian. On the negative side, if $p<1+2/alpha$, there are (many) hard models at any entropy level $alpha$ for which the $L_{2}$ loss of the LSE converges at a strictly slower rate than other robust estimators. The validity of the above rate relies crucially on the independence of the covariates and the errors. In fact, the $L_{2}$ loss of the LSE can converge arbitrarily slowly when the independence fails. The key technical ingredient is a new multiplier inequality that gives sharp bounds for the “multiplier empirical process” associated with the LSE. We further give an application to the sparse linear regression model with heavy-tailed covariates and errors to demonstrate the scope of this new inequality. Full Article
heavy User-Friendly Covariance Estimation for Heavy-Tailed Distributions By projecteuclid.org Published On :: Fri, 11 Oct 2019 04:03 EDT Yuan Ke, Stanislav Minsker, Zhao Ren, Qiang Sun, Wen-Xin Zhou. Source: Statistical Science, Volume 34, Number 3, 454--471.Abstract: We provide a survey of recent results on covariance estimation for heavy-tailed distributions. By unifying ideas scattered in the literature, we propose user-friendly methods that facilitate practical implementation. Specifically, we introduce elementwise and spectrumwise truncation operators, as well as their $M$-estimator counterparts, to robustify the sample covariance matrix. Different from the classical notion of robustness that is characterized by the breakdown property, we focus on the tail robustness which is evidenced by the connection between nonasymptotic deviation and confidence level. The key insight is that estimators should adapt to the sample size, dimensionality and noise level to achieve optimal tradeoff between bias and robustness. Furthermore, to facilitate practical implementation, we propose data-driven procedures that automatically calibrate the tuning parameters. We demonstrate their applications to a series of structured models in high dimensions, including the bandable and low-rank covariance matrices and sparse precision matrices. Numerical studies lend strong support to the proposed methods. Full Article
heavy Heavy May snowfall may be on the way for southwestern Manitoba By www.cbc.ca Published On :: Fri, 8 May 2020 17:31:40 EDT Hope you didn't pack away those winter boots yet: southwestern Manitoba, from Riding Mountain south to the Canada-U.S. border, is expected to get heavy rain and snow Friday night. Full Article News/Canada/Manitoba
heavy ‘Heavy rush’: Delhi launches website for residents to buy alcohol without massive queues...it GOES DOWN in an instant By www.rt.com Published On :: Fri, 08 May 2020 05:20:00 +0000 The Indian capital’s attempt to stop people lining up in front of liquor shops, often in violation of social distancing norms, has suffered a setback after a website created to allot time for a store visit crashed due to overload. Read Full Article at RT.com Full Article
heavy 'Let's make Curtis Blaydes mad!' Fans take dig at UFC heavyweight with Rachael Ostovich beach bikini post (PHOTOS) By www.rt.com Published On :: Fri, 08 May 2020 17:10:19 +0000 MMA fans have taken aim at UFC heavyweight Curtis Blaydes using Rachael Ostovich's new smoking beach snaps as ammunition after Blaydes questioned whether the women's flyweight was fighting in the organisation on merit or on looks. Read Full Article at RT.com Full Article
heavy Google Chrome To Block Heavy Ads That Use Too Many Resources By packetstormsecurity.com Published On :: Thu, 04 Jul 2019 14:06:10 GMT Full Article headline google chrome
heavy Xcel Energy sets course for coal-free, renewable-heavy future By feedproxy.google.com Published On :: 2019-05-21T15:53:45Z This week, Xcel Energy announced plans to retire its last two coal plants in the Upper Midwest a decade earlier than scheduled. The acceleration of the coal closures is part of the company’s clean energy transition that includes expanding wind and solar, using natural gas and operating its Monticello nuclear plant until at least 2040. Full Article Energy Efficiency News Wind Power Solar Storage
heavy Xcel Energy sets course for coal-free, renewable-heavy future By feedproxy.google.com Published On :: 2019-05-21T15:53:45Z This week, Xcel Energy announced plans to retire its last two coal plants in the Upper Midwest a decade earlier than scheduled. The acceleration of the coal closures is part of the company’s clean energy transition that includes expanding wind and solar, using natural gas and operating its Monticello nuclear plant until at least 2040. Full Article Energy Efficiency News Wind Power Solar Storage