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Are Two Datasets Close Enough With Statistical Significance? A Kernel Distributional Closeness Testing Approach

arXiv:2507.12843v3 Announce Type: replace Abstract: Are two distributions close to each other with statistical significance? Distribution closeness testing (DCT) formalizes this question by testing whether the distance between a distribution pair is at least epsilon-far. Existing DCT methods mainly measure discrepancies between distribution pairs defined on discrete spaces, for example using total variation, which limits their application to complex data such as images.

arXiv CS 1d ago

Iconic UK high street store closes after 38 years - 'floods of tears'

Iconic UK high street store closes after 38 years - 'floods of tears' The business, which opened in 1988, said government policies, mounting financial pressures, rising rent costs and ill health among the managing directors were the reasons it had to close A popular British kitchenware brand has permanently closed its factory after almost four decades in business. Bristol Blue Glass, a glassware and kitchenware maker, closed its Bath Road factory in Keynsham, Bristol, on Sunday, June 7. The...

Daily Mirror 1d ago

Gloucestershire primary school closes after sudden death as helicopter scrambled

Gloucestershire primary school closes after sudden death as helicopter scrambled Waterwells Primary School in Quedgeley, Gloucestershire closed following the tragic sudden death of a volunteer and member of the 'school community' A primary school in Gloucestershire closed following the tragic sudden death of a volunteer and member of the "school community" yesterday. Waterwells Primary School in Quedgeley, closed after an incident during which an air ambulance was called. Greenshaw Learning...

Daily Mirror 5d ago

High street bloodbath as more than 120,000 shops close across UK in past decade

High street bloodbath as more than 120,000 shops close across UK in past decade Research reveals how more than eight out of 10 department stores have closed since 2016 More than 120,000 shops have closed across the UK in the past decade, a report found. The mass decline in the number of stores comes as many communities have also seen a wave of other businesses vanish too. That includes nearly 6,600 bank branches that shut between 2016 and 2025, according to research by package price...

Daily Mirror 7d ago

Banks closing this week including Halifax, NatWest, Lloyds, Bank of Scotland - full list

Banks closing this week including Halifax, NatWest, Lloyds, Bank of Scotland - full list A number of branches have already closed, with more due to follow over the course of June 2026 More banks are set to disappear from UK high streets in June, with dozens of closures planned across the country. Lloyds Bank, Halifax, NatWest and Bank of Scotland have all been affected, with a combined total of 24 branches either already closed or scheduled to shut before the end of the month. Several banks...

Daily Mirror 1d ago

Zoo loved by families forced to close forever with heartbreaking explanation

Zoo loved by families forced to close forever with heartbreaking explanation The Zoo closed its gates for good after running up around £3.5 million in debt and failing to renew its licence due to animal welfare concerns, ending over 50 years of history Glaswegians were heartbroken when the gates of their beloved zoo closed for good, with a devastating reason behind the popular attraction's demise. Glasgow Zoo was a sprawling 99-acre attraction in Baillieston which had been a cherished part...

Daily Mirror 6d ago

Beloved family zoo closed after 29 years and transformed into something very different

Beloved family zoo closed after 29 years and transformed into something very different It was a family-friendly zoo home to roughly 900 birds and mammals until it closed in September 2002 – but what became of the site? Once a beloved destination where families spent their days getting up close with animals from across the globe, this cherished zoo has since been transformed into a housing estate. Spanning 11.4 acres in Surrey, it was a popular family attraction that was home to approximately...

Daily Mirror 8d ago

M66 traffic live: Manchester motorway closed and huge queues as lorry careers off road

M66 traffic live: Manchester motorway closed and huge queues as lorry careers off road A lorry has reportedly jack-knifed and left the carriageway causing traffic chaos for drivers on the M66 between the A56/A676 (Edenfield) and J2 (Bury) A stretch of the M66 motorway in Greater Manchester has been closed after a lorry jack-knifed lorry and left the carriageway. The southbound motorway is closed between he A56/A676 (Edenfield) and J2 (Bury) due to the collision. There has been significant...

Daily Mirror 8d ago

UK fashion retailer closing 15 stores as it plunges into liquidation

UK fashion retailer closing 15 stores as it plunges into liquidation Leading Labels, the UK fashion retailer selling discounted brands is closing all 15 of its stores after liquidators were appointed A major UK fashion retailer is preparing to shut 15 branches nationwide as it enters liquidation. Leading Labels is closing down after liquidators were brought in on May 26, with 'Everything Must Go' sales now taking place at multiple locations. The clothing chain stocks men's and women's...

Daily Mirror 9d ago

Popular fishing lake forced to close after all its fish die

Popular fishing lake forced to close after all its fish die The fish carcasses may pose health risks to visitors, wildlife officials said - Bookmark - CommentsGo to comments A lake in Arizona is closed after all of its fish died in a “significant fish kill event,” officials said. San Carlos Lake, a popular fishing spot about 125 miles east of Phoenix that’s usually teeming with largemouth bass, black crappie, bluegill, channel catfish, and brown and rainbow trout, is closed until further...

The Independent World 3d ago