Positive and negative predictive values: Difference between revisions

From formulasearchengine
Jump to navigation Jump to search
Newer edit →
No edit summary
 
en>BG19bot
m WP:CHECKWIKI error fix for #61. Punctuation goes before References. Do general fixes if a problem exists. - using AWB (9916)
Line 1: Line 1:
{{About|pushforward operations in [[differential geometry]], which are associated with the '''differential''' of a [[smooth map]] between [[smooth manifold]]s|other uses of this term in [[mathematics]]|Pushforward (disambiguation){{!}}Pushforward}}
Hostgator Discount Coupon - [http://nextgenerationmma.com/?option=com_k2&view=itemlist&task=user&id=61743 http://nextgenerationmma.com/?option=com_k2&view=itemlist&task=user&id=61743]. Hostgator is a huge independently had hosting company running from numerous state of the art facilities in Dallas, Texas. Hostgator was founded in 2002, since then they have expanded rapidly and presently host over 400,000 websites.<br><br>Hostgator provides many different webhosting plans, and accommodate a broad range of clients. From the first time web designer who requires simple, anxiety complimentary hosting for their individual site; all the method through to huge companies, who need specialist dedicated hosting services.<br><br>Hostgator's hosting bundles can be divided into 3 teams; standard shared hosting strategies (ideal for the large bulk people), reseller hosting strategies (these are generally for individuals and companies that wish to "resell" their account resources to customers of their own), and finally dedicated server strategies (these accounts provide client their own server, so they don't need to share its resources with anyone else). Very few of us will every require a dedicated server so this review will concentrate on the shared hosting strategies that Hostgator offer.<br><br>Features<br><br>Hostgator's three main shared hosting plans are named: "Hatchling" (the entry level strategy priced at $6.95 / month), "Infant" (this is the most popular plan, and it is likely to please the requirements of an extremely large range of customers), and "Swamp" (much the exact same as the "Baby" strategy, however with increases in bandwidth and disk area, priced at $14.95 / month).<br><br>For a complete list of features and a side by side [https://Www.Jamendo.com/en/search?qs=fq=license_cc:(-nc%20AND%20-nd)&q=contrast contrast] of all hosting plans you should go to Hostgator's internet site here. Below is an evaluation of the most essential attributes of the "Child" plan, this is probably the most suitable plan for most users, and it is our favored strategy.<br><br>Disk area 100GB - This quantity has actually been recently updated by Hostgator from 5GB to a massive 100GB. All individuals are most likely to discover it [https://Www.Gov.uk/search?q=difficult difficult] to tire this quantity of disk space.<br><br>Bandwidth 1000GB/month - Likewise increased is the bandwidth allowance, from 75GB to a seemingly extreme 1000GB. Once again practically absolutely no chance of making use of all that, however it's good to understand that you absolutely will not be facing extra costs for reviewing your restriction, even if you have an extremely active website(s).<br><br>Site Studio website home builder - This is a terrific complimentary program that allows you to build your internet site from scratch. You have over 500 templates and color plans to select from. You need no HTML experience, or code writing expertise. It provides the easiest possible means of designing a professional looking internet site in an extremely short space of time. There is no demand to take my word for it, as Hostgator provides us with a demo variation of the software on their internet site!<br><br>Endless add-on domains - This really is the stick out attribute of this hosting plan (the "Hatchling" strategy just allows 1 domain), and enables you to host as lots of sites as you such as on a single account, at no additional cost. All your internet sites then share your account resources. This permits you to make complete use of your huge bandwidth and disk area allowances, and host multiple websites at a portion of the typical expense. Superb!<br><br>99.9 % Uptime guarantee - This basically tells us that Hostgator is a severe host offering a trusted service. If uptime drops below this figure in any offered month then you don't pay for that months hosting, it's as easy as that! We would never ever think about making use of a host that did not provide a strong uptime guarantee; this is purely because there is just one great reason a host will not offer an uptime guarantee - unreliable uptime!<br><br>30 Day cash back assurance - This has actually become a rather standard attribute in the webhosting neighborhood, though it's good to have for included assurance.<br><br>Instantaneous setup - Most hosting suppliers take 24-48 hours to setup your account but Hostgator promises to have you working in under 15 minutes (they do not charge a setup charge either)!<br><br>Unlimited MySQL databases - This is very useful because each Fantastico (see below) script needs its own MySQL data source.<br><br>Fantastico DeLuxe - This outstanding program enables you to immediately set up over 50 scripts by means of your control board. Scripts consist of blogs, forums, galleries, buying carts, and more.<br><br>Limitless e-mail accounts - Permits you to have as many, or as couple of, various e-mail addresses as you such as.<br><br>It includes numerous functions and offers excellent efficiency. Finest of all, there is a full working trial on the Hostgator site, so you can check it out yourself!<br><br>Customer care and technical support<br><br>Hostgator provides us 24/7 phone support, and live online talk. The truth that you are provided two choices to get instant technical support at any time of the day is terrific. Our experience has actually always been really good when speaking to Hostgator, their operatives are extremely respectful and most importantly they appear to understand their stuff when dealing with technical concerns.<br><br>Performance<br><br>The performance from Hostgator's servers is excellent! Hostgator location much tighter restrictions on the number of sites sharing the exact same server compared with most other shared hosting companies. This gives greater dependability due to the fact that less pressure is put on the servers; and it also greatly enhances the speed at which your web pages run.<br><br>Server performance is an additional among the essential locations where Hostgator identify themselves from the crowd of other host.<br><br>Our verdict<br><br>Overall there is so much to such as about the way Hostgator does business, they really do appear to have a great grasp on what the average consumer needs from a web hosting provider. Rarely do you discover reports of unhappy Hostgator clients, and after hosting with them ourselves we now know why! Reliability, efficiency, and uptime from the servers is first rate, also client service is means ahead of many various other host out there. The location where Hostgator truly stands out is value for cash. At just $9.95 / month for the "Baby" strategy (which consists of endless domains); anybody looking to host more than one site has a quite easy decision to make. The various other terrific aspect of this bundle is that you do not have to register to an agreement. You pay on a month-by-month basis, which leaves you free to cancel your account at any time without losing money. So to summarize, we don't really have any bad aspects of Hostgator; at the prices they charge, we truly feel that they offer an extraordinary service. Keep up the good work Hostgator!
[[File:pushforward.svg|thumb|upright=1.5|alt="If a map, φ, carries every point on manifold M to manifold N then the pushforward of φ carries vectors in the tangent space at every point in M to a tangent space at every point in N"|If a map, φ, carries every point on manifold M to manifold N then the pushforward of φ carries vectors in the tangent space at every point in M to a tangent space at every point in N]]
 
Suppose that φ : ''M'' → ''N'' is a [[smooth map]] between [[smooth manifold]]s; then the '''differential''' of φ at a point ''x'' is, in some sense, the best [[linear approximation]] of φ near ''x''. It can be viewed as a generalization of the [[total derivative]] of ordinary calculus. Explicitly, it is a [[linear map]] from the [[tangent space]] of ''M'' at ''x'' to the tangent space of ''N'' at φ(''x''). Hence it can be used to ''push'' tangent vectors on ''M'' ''forward'' to tangent vectors on ''N''.
 
The differential of a map φ is also called, by various authors, the '''derivative''' or '''total derivative''' of φ, and is sometimes itself called the '''pushforward'''.
 
== Motivation ==
Let φ : ''U'' → ''V'' be a [[Smooth function#Smooth functions between manifolds|smooth map]] from an [[Open subset#Euclidean space|open subset]] ''U'' of '''R'''<sup>''m''</sup> to an open subset ''V'' of '''R'''<sup>''n''</sup>. For any point ''x'' in ''U'', the [[Jacobian_matrix_and_determinant|Jacobian]] of φ at ''x'' (with respect to the standard coordinates) is the [[matrix (mathematics)|matrix]] representation of the [[total derivative]] of φ at ''x'', which is a [[linear map]]
:<math>\mathrm d \varphi_x:\mathbf R^m\to\mathbf R^n.</math>
 
We wish to generalize this to the case that φ is a smooth function between ''any'' [[Manifold#Differentiable manifolds|smooth manifolds]] ''M'' and ''N''.
 
== The differential of a smooth map ==
Let φ : ''M'' &rarr; ''N'' be a smooth map of smooth manifolds. Given some ''x'' ∈ ''M'', the '''differential''' of φ at ''x'' is a linear map
:<math>\mathrm d \varphi_x:T_xM\to T_{\varphi(x)}N\,</math>
from the [[tangent space]] of ''M'' at ''x'' to the tangent space of ''N'' at φ(''x''). The application of dφ<sub>''x''</sub> to a tangent vector ''X'' is sometimes called the '''pushforward''' of ''X'' by φ. The exact definition of this pushforward depends on the definition one uses for tangent vectors (for the various definitions see [[tangent space]]).
 
If one defines tangent vectors as equivalence classes of curves through ''x'' then the differential is given by
:<math>\mathrm d \varphi_x(\gamma'(0)) = (\varphi \circ \gamma)'(0).</math>
Here γ is a curve in ''M'' with γ(0) = ''x''. In other words, the pushforward of the tangent vector to the curve γ at 0 is just the tangent vector to the curve φ∘γ at 0.
 
Alternatively, if tangent vectors are defined as [[derivation (abstract algebra)|derivations]] acting on smooth real-valued functions, then the differential is given by
:<math>\mathrm d\varphi_x(X)(f) = X(f \circ \varphi).</math>
Here ''X'' ∈ ''T<sub>x</sub>M'', therefore ''X'' is a derivation defined on ''M'' and ''f'' is a smooth real-valued function on ''N''. By definition, the pushforward of ''X'' at a given ''x'' in ''M'' is in ''T''<sub>φ(''x'')</sub>''N'' and therefore itself is a derivation.
 
After choosing [[manifold_(mathematics)|charts]] around ''x'' and φ(''x''), ''F'' is locally determined by a smooth map
 
:<math>\widehat{\varphi} : U \to V</math>
 
between open sets of '''R'''<sup>''m''</sup> and '''R'''<sup>''n''</sup>, and dφ<sub>''x''</sub> has representation (at ''x'')
 
:<math>\mathrm d \varphi_x\left(\frac{ \partial }{\partial u^a}\right)  = \frac{\partial \widehat{\varphi}^b}{\partial u^a} \frac{ \partial }{\partial v^b},</math>
 
in the [[Einstein summation notation]], where the partial derivatives are evaluated at the point in ''U'' corresponding to ''x'' in the given chart.
 
Extending by linearity gives the following matrix
 
:<math>(\mathrm d\varphi_x)_a^{\;b}= \frac{\partial \widehat{\varphi}^b}{\partial u^a}.</math>
 
Thus the differential is a linear transformation, between tangent spaces, associated to the smooth map φ at each point. Therefore, in some chosen local coordinates, it is represented by the [[Jacobian matrix]] of the corresponding smooth map from '''R'''<sup>''m''</sup> to '''R'''<sup>''n''</sup>. In general the differential need not be invertible. If φ is a [[local diffeomorphism]], then the pushforward at ''x'' is invertible and its inverse gives the [[pullback (differential geometry)|pullback]] of ''T''<sub>φ(''x'')</sub>''N''.
 
The differential is frequently expressed using a variety of other notations such as
:<math>D\varphi_x,\; (\varphi_*)_x, \;\varphi'(x).</math>
 
It follows from the definition that the differential of a [[function composition|composite]] is the composite of the differentials (i.e., [[functor]]ial behaviour). This is the ''chain rule'' for smooth maps.
 
Also, the differential of a [[local diffeomorphism]] is a [[linear isomorphism]] of tangent spaces.
 
==The differential on the tangent bundle ==
The differential of a smooth map φ induces, in an obvious manner, a [[bundle map]] (in fact a [[vector bundle homomorphism]]) from the [[tangent bundle]] of ''M'' to the tangent bundle of ''N'', denoted by dφ or φ<sub>∗</sub>, which fits into the following [[commutative diagram]]:
[[Image:SmoothPushforward-01.png|center]]
where π<sub>''M''</sub> and π<sub>''N''</sub> denote the bundle projections of the tangent bundles of ''M'' and ''N'' respectively.
 
Equivalently (see [[bundle map]]), φ<sub>∗</sub> = dφ is a bundle map from ''TM'' to the [[pullback bundle]] φ*''TN'' over ''M'', which may in turn be viewed as a [[section_(fiber bundle)|section]] of the [[vector bundle]] Hom(''TM'', φ*''TN'') over ''M''. The bundle map dφ is also denoted by Tφ and called the '''tangent map'''. In this way,  ''T'' is a [[functor]].
 
== Pushforward of vector fields ==
Given a smooth map φ : ''M'' &rarr; ''N'' and a [[vector field]] ''X'' on ''M'', it is not usually possible to define a pushforward of ''X'' by φ as a vector field on ''N''. For example, if the map φ is not surjective, there is no natural way to define such a pushforward outside of the image of φ. Also, if φ is not injective there may be more than one choice of pushforward at a given point. Nevertheless, one can make this difficulty precise, using the notion of a vector field along a map.
 
A [[vector bundle|section]] of φ*''TN'' over ''M'' is called a '''vector field along φ'''. For example, if ''M'' is a submanifold of ''N'' and φ is the inclusion, then a vector field along φ is just a section of the tangent bundle of ''N'' along ''M''; in particular, a vector field on ''M'' defines such a section via the inclusion of ''TM'' inside ''TN''. This idea generalizes to arbitrary smooth maps.
 
Suppose that ''X'' is a vector field on ''M'', i.e., a section of ''TM''. Then, applying the differential pointwise to ''X'' yields the '''pushforward''' φ<sub>∗</sub>''X'', which is a vector field along φ, i.e., a section of φ*''TN'' over ''M''.
 
Any vector field ''Y'' on ''N'' defines a [[pullback bundle|pullback section]] φ*''Y'' of φ*''TN'' with (φ*''Y'')<sub>''x''</sub> = ''Y''<sub>φ(''x'')</sub>. A vector field ''X'' on ''M'' and a vector field ''Y'' on ''N'' are said to be '''φ-related''' if φ<sub>∗</sub>''X'' = φ*''Y'' as vector fields along φ. In other words, for all ''x'' in ''M'', dφ<sub>''x''</sub>(''X'')=''Y''<sub>φ(''x'')</sub>.
 
In some situations, given a ''X'' vector field on ''M'', there is a unique vector field ''Y'' on ''M'' which is φ-related to ''X''. This is true in particular when φ is a [[diffeomorphism]]. In this case, the pushforward defines a vector field ''Y'' on ''N'', given by
:<math>Y_x=\varphi_*(X_{\varphi^{-1}(x)}).</math>
 
A more general situation arises when φ is surjective (for example the [[fiber bundle|bundle projection]] of a fiber bundle). Then a vector field ''X'' on ''M'' is said to be '''projectable''' if for all ''y'' in ''N'', dφ<sub>''x''</sub>(''X<sub>x</sub>'') is independent of the choice of ''x'' in φ<sup>−1</sup>({''y''}). This is precisely the condition that guarantees that a pushforward of ''X'', as a vector field on ''N'', is well defined.
 
==See also==
*[[Pullback (differential geometry)|Pullback]]
 
==References==
* John M. Lee, ''Introduction to Smooth Manifolds'', (2003)  Springer Graduate Texts in Mathemγatics 218.
* Jürgen Jost, ''Riemannian Geometry and Geometric Analysis'', (2002) Springer-Verlag, Berlin  ISBN 3-540-42627-2 ''See section 1.6''.
* [[Ralph Abraham]] and [[Jerrold E. Marsden]], ''Foundations of Mechanics'', (1978) Benjamin-Cummings, London ISBN 0-8053-0102-X ''See section 1.7 and 2.3''.
 
[[Category:Generalizations of the derivative]]
[[Category:Differential geometry]]
[[Category:Smooth functions]]

Revision as of 23:45, 9 February 2014

Hostgator Discount Coupon - http://nextgenerationmma.com/?option=com_k2&view=itemlist&task=user&id=61743. Hostgator is a huge independently had hosting company running from numerous state of the art facilities in Dallas, Texas. Hostgator was founded in 2002, since then they have expanded rapidly and presently host over 400,000 websites.

Hostgator provides many different webhosting plans, and accommodate a broad range of clients. From the first time web designer who requires simple, anxiety complimentary hosting for their individual site; all the method through to huge companies, who need specialist dedicated hosting services.

Hostgator's hosting bundles can be divided into 3 teams; standard shared hosting strategies (ideal for the large bulk people), reseller hosting strategies (these are generally for individuals and companies that wish to "resell" their account resources to customers of their own), and finally dedicated server strategies (these accounts provide client their own server, so they don't need to share its resources with anyone else). Very few of us will every require a dedicated server so this review will concentrate on the shared hosting strategies that Hostgator offer.

Features

Hostgator's three main shared hosting plans are named: "Hatchling" (the entry level strategy priced at $6.95 / month), "Infant" (this is the most popular plan, and it is likely to please the requirements of an extremely large range of customers), and "Swamp" (much the exact same as the "Baby" strategy, however with increases in bandwidth and disk area, priced at $14.95 / month).

For a complete list of features and a side by side contrast of all hosting plans you should go to Hostgator's internet site here. Below is an evaluation of the most essential attributes of the "Child" plan, this is probably the most suitable plan for most users, and it is our favored strategy.

Disk area 100GB - This quantity has actually been recently updated by Hostgator from 5GB to a massive 100GB. All individuals are most likely to discover it difficult to tire this quantity of disk space.

Bandwidth 1000GB/month - Likewise increased is the bandwidth allowance, from 75GB to a seemingly extreme 1000GB. Once again practically absolutely no chance of making use of all that, however it's good to understand that you absolutely will not be facing extra costs for reviewing your restriction, even if you have an extremely active website(s).

Site Studio website home builder - This is a terrific complimentary program that allows you to build your internet site from scratch. You have over 500 templates and color plans to select from. You need no HTML experience, or code writing expertise. It provides the easiest possible means of designing a professional looking internet site in an extremely short space of time. There is no demand to take my word for it, as Hostgator provides us with a demo variation of the software on their internet site!

Endless add-on domains - This really is the stick out attribute of this hosting plan (the "Hatchling" strategy just allows 1 domain), and enables you to host as lots of sites as you such as on a single account, at no additional cost. All your internet sites then share your account resources. This permits you to make complete use of your huge bandwidth and disk area allowances, and host multiple websites at a portion of the typical expense. Superb!

99.9 % Uptime guarantee - This basically tells us that Hostgator is a severe host offering a trusted service. If uptime drops below this figure in any offered month then you don't pay for that months hosting, it's as easy as that! We would never ever think about making use of a host that did not provide a strong uptime guarantee; this is purely because there is just one great reason a host will not offer an uptime guarantee - unreliable uptime!

30 Day cash back assurance - This has actually become a rather standard attribute in the webhosting neighborhood, though it's good to have for included assurance.

Instantaneous setup - Most hosting suppliers take 24-48 hours to setup your account but Hostgator promises to have you working in under 15 minutes (they do not charge a setup charge either)!

Unlimited MySQL databases - This is very useful because each Fantastico (see below) script needs its own MySQL data source.

Fantastico DeLuxe - This outstanding program enables you to immediately set up over 50 scripts by means of your control board. Scripts consist of blogs, forums, galleries, buying carts, and more.

Limitless e-mail accounts - Permits you to have as many, or as couple of, various e-mail addresses as you such as.

It includes numerous functions and offers excellent efficiency. Finest of all, there is a full working trial on the Hostgator site, so you can check it out yourself!

Customer care and technical support

Hostgator provides us 24/7 phone support, and live online talk. The truth that you are provided two choices to get instant technical support at any time of the day is terrific. Our experience has actually always been really good when speaking to Hostgator, their operatives are extremely respectful and most importantly they appear to understand their stuff when dealing with technical concerns.

Performance

The performance from Hostgator's servers is excellent! Hostgator location much tighter restrictions on the number of sites sharing the exact same server compared with most other shared hosting companies. This gives greater dependability due to the fact that less pressure is put on the servers; and it also greatly enhances the speed at which your web pages run.

Server performance is an additional among the essential locations where Hostgator identify themselves from the crowd of other host.

Our verdict

Overall there is so much to such as about the way Hostgator does business, they really do appear to have a great grasp on what the average consumer needs from a web hosting provider. Rarely do you discover reports of unhappy Hostgator clients, and after hosting with them ourselves we now know why! Reliability, efficiency, and uptime from the servers is first rate, also client service is means ahead of many various other host out there. The location where Hostgator truly stands out is value for cash. At just $9.95 / month for the "Baby" strategy (which consists of endless domains); anybody looking to host more than one site has a quite easy decision to make. The various other terrific aspect of this bundle is that you do not have to register to an agreement. You pay on a month-by-month basis, which leaves you free to cancel your account at any time without losing money. So to summarize, we don't really have any bad aspects of Hostgator; at the prices they charge, we truly feel that they offer an extraordinary service. Keep up the good work Hostgator!

Retrieved from "https://en.formulasearchengine.com/index.php?title=Positive_and_negative_predictive_values&oldid=305865"