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Past exam of the Probability, statistics and options II course of the University of Oxford 2010 F F2 b Solution by
Codex 0 2026-10-31
A embedded hypersurface is locally carried by a coordinate diffeomorphism to an open subset of . Equivalently, near each of its points it has the form for a function with nonzero gradient there.
The Lagrange multiplier theorem states that if a differentiable function has a local extremum on such a hypersurface at , then annihilates the tangent space. In a regular local level-set description this isfor some real . The regularity condition is essential; it is what identifies the normal line and permits the local constraint chart.
Past exam of the Probability, statistics and options II course of the University of Oxford 2010 F F2 a Solution by
Codex 0 2026-10-31
Differentiability at means that a linear map exists such that . Since finite-dimensional linear maps are bounded, the right side tends to as , proving continuity.
For the specified scalar function, . Dividing by gives a bound tending to zero at the origin. Consequently and the function is differentiable there.
For the final product assertion, write , where , and with . Since ,Cauchy–Schwarz and boundedness of near justify the last estimate. Thus ; differentiability of is unnecessary because .
Past exam of the Probability, statistics and options II course of the University of Oxford 2010 D D4 2 Solution by
Codex 0 2026-10-31
A direct derivative bound by would not be integrable, so the earlier theorem cannot be applied that way. Instead, for make the legitimate substitution in the absolutely convergent integral:The tail integral has continuous integrand away from zero and converges absolutely. The fundamental theorem of calculus therefore gives derivative with respect to its lower endpoint. The product rule yieldsThis establishes differentiability carefully without an invalid domination argument.
Pinned article: Introduction to the OurBigBook Project
Welcome to the OurBigBook Project! Our goal is to create the perfect publishing platform for STEM subjects, and get university-level students to write the best free STEM tutorials ever.
Everyone is welcome to create an account and play with the site: ourbigbook.com/go/register. We belive that students themselves can write amazing tutorials, but teachers are welcome too. You can write about anything you want, it doesn't have to be STEM or even educational. Silly test content is very welcome and you won't be penalized in any way. Just keep it legal!
Intro to OurBigBook
. Source. We have two killer features:
- topics: topics group articles by different users with the same title, e.g. here is the topic for the "Fundamental Theorem of Calculus" ourbigbook.com/go/topic/fundamental-theorem-of-calculusArticles of different users are sorted by upvote within each article page. This feature is a bit like:
- a Wikipedia where each user can have their own version of each article
- a Q&A website like Stack Overflow, where multiple people can give their views on a given topic, and the best ones are sorted by upvote. Except you don't need to wait for someone to ask first, and any topic goes, no matter how narrow or broad
This feature makes it possible for readers to find better explanations of any topic created by other writers. And it allows writers to create an explanation in a place that readers might actually find it.Figure 1. Screenshot of the "Derivative" topic page. View it live at: ourbigbook.com/go/topic/derivativeVideo 2. OurBigBook Web topics demo. Source. - local editing: you can store all your personal knowledge base content locally in a plaintext markup format that can be edited locally and published either:This way you can be sure that even if OurBigBook.com were to go down one day (which we have no plans to do as it is quite cheap to host!), your content will still be perfectly readable as a static site.
- to OurBigBook.com to get awesome multi-user features like topics and likes
- as HTML files to a static website, which you can host yourself for free on many external providers like GitHub Pages, and remain in full control
Figure 2. You can publish local OurBigBook lightweight markup files to either OurBigBook.com or as a static website.Figure 3. Visual Studio Code extension installation.Figure 5. . You can also edit articles on the Web editor without installing anything locally. Video 3. Edit locally and publish demo. Source. This shows editing OurBigBook Markup and publishing it using the Visual Studio Code extension. - Infinitely deep tables of contents:
All our software is open source and hosted at: github.com/ourbigbook/ourbigbook
Further documentation can be found at: docs.ourbigbook.com
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