Bayesian statistics In Bayesian statistics , a maximum a posteriori probability MAP estimate is a mode statistics mode of the posterior distribution . The MAP can be used to obtain a point estimation point estimate of an unobserved quantity on the basis of empirical data. It is closely related to Ronald Fisher Fisher s method of maximum likelihood ML , but employs an augmented optimization mathematics optimization objective which incorporates a prior distribution over the quantity one wants to estimate. MAP estimation can therefore be seen as a regularization mathematics regularization of ML estimation. Description Assume that we want to estimate an unobserved population parameter math theta math on the basis of observations math x math . Let math f math be the sampling distribution of math x math , so that math f x theta math is the probability of math x math when the underlying population parameter is math theta math . Then the function math theta mapsto f x theta math is known as the likelihood function and the estimate math hat theta mathrm ML x underset theta operatorname arg ,max f x theta math is the maximum likelihood estimate of math theta math . Now assume that a prior distribution math g math over math theta math exists. This allows us to treat math theta math as a random variable as in Bayesian statistics . Then the posterior distribution of math theta math is as follows math theta mapsto f theta x frac f x theta , g theta displaystyle int theta in Theta f x theta ... theory Category Logic and statistics de Maximum a posteriori fr Maximum a posteriori ko nl Maximum a posteriori schatter ja ru zh ... is the domain of math g math . This is a straightforward application of Bayes theorem . The method of maximum a posteriori estimation then estimates math theta math as the mode statistics mode of the posterior ... parameterization to another involves introducing a Jacobian that impacts on the location of the maximum ... more details
merge A priori languages date April 2011 This is the article about constructed languages. For other uses of the term a posteriori , see a posteriori . An a posteriori language from Latin language Latin a posteriori from the later , according to Louis Couturat , is any constructed language whose elements are borrowed or based on existing languages, as opposed to the A priori languages a priori languages . The a posteriori languages can be divided into three categories Simplified ethnic languages, like Basic English or Latino sine flexione Naturalistic languages, i.e. closest to the real ethnic languages most often Latin or Romance languages , like Occidental language or Interlingua Autonomous schematic languages, in which grammar is a priori but vocabulary is a posteriori , like Esperanto or, to some extent, Volap k . In distinguishing whether the language is a priori or a posteriori the prevalence and distribution of respectable traits is often the key. References Louis Couturat, Les nouvelles langues internationales. Paris Hachette. 1907. With L opold Leau. Republished 2001, Olms. Louis Couturat, tude sur la d rivation dans la langue internationales. 1910. Paris Delagrave. 100 p. Constructed languages Category Constructed languages A priori Languages conlang stub eo Aposteriora lingvo hu A posteriori nyelvek pl J zyki aposterioryczne ru ... more details
In probability and statistics , a posteriori probability may mean posterior probability in Bayes theorem empirical probability Disambig Category Applied probability Category Statistical terminology ... more details
cleanup linkrot date August 2011 For the philosophical term A priori and a posteriori Infobox album See Wikipedia WikiProject Albums Name A posteriori Type studio Artist Enigma musical project Enigma Cover Enigma A Posteriori album cover.jpg Released 22 September 2006 Recorded 2005 2006 br at various places with the Alchemist all in one computed mobile studio ref name the alchemist studio cite web url http www.enigmamusica.com estudio alchemist.htm title The Alchemist Studio language Spanish publisher Enigma M sica.com accessdate 30 August 2009 ref Genre New Age music New Age , Ambient music ambient , Trance music trance , House Music house , electronic music Label Virgin Records Virgin EMI Producer Michael Cretu Last album 15 Years After br 2005 This album A posteriori br 2006 Next album Eppur si muove EP Eppur si muove br 2006 A posteriori is a 2006 music album created by the musical project Enigma musical project Enigma . It is Enigma s sixth album. In December 2006, the album was nominated ... of the project s signature sounds, A posteriori only contains the signature Enigma horn a foghorn ... , A posteriori is, compared to earlier releases, stark and foreboding. Overview History News ... Crocodile Music Management GmbH accessdate 17 July 2006 ref Recording A posteriori became first ... into sound. ref name the alchemist studio Etymology A posteriori , a Latin phrase translated as after ... 17 A posteriori Private Lounge Remix The Private Lounge Remix album version of A posteriori was released ... 1003892753 album enigma a posteriori 793572 Billboard.com ref align left Netherlands align center 8 ... Posteriori Album , A Category 2006 albums Category Enigma albums Category Concept albums Category Virgin Records albums bg A Posteriori el A Posteriori Enigma es A Posteriori lbum fa it A Posteriori ka A Posteriori lt A Posteriori pt A Posteriori lbum ru A Posteriori sv A Posteriori musikalbum uk A Posteriori ... more details
Unreferenced date January 2007 orphan date November 2009 Infobox Album See Wikipedia WikiProject Albums Name Maximum Maximum Maximum Type Album Artist Thee Michelle Gun Elephant Cover Released 1993 Genre Garage rock Length Label Self released Last album This album Maximum Maximum Maximum br 1993 Next album Cult Grass Stars br 1996 Maximum Maximum Maximum is the debut album by Thee Michelle Gun Elephant , released in 1993 in music 1993 . Track listing GOOD BYE GIRL 2 5 25 4 24 HEY, 4 11 2 53 3 28 3 48 You Can t Judge A Book By Its Cover 3 06 5 10 3 48 VIVA LA MICHELLE 3 12 Category Thee Michelle Gun Elephant albums Category 1993 albums ... more details
Summary Album cover of A Posteriori album A Posteriori 2006 by the musical project, Enigma musical project Enigma . Cropped off white space from source. Source Amazon.com http images.amazon.com images P B000GRUS22.01. SS500 SCLZZZZZZZ V62634701 .jpg Licensing Non free album cover Fair use in A Posteriori Though this image is subject to copyright, its use is covered by the U.S. fair use laws because It s a low resolution copy of a CD album cover. It doesn t limit the copyright owner s rights to sell the CD album in any way, in fact, it may encourage sales. Because of the low resolution, copies could not be used to make illegal copies of the album artwork on another CD. The image is itself a subject of discussion in the article or used in the infobox thereof. The image on the cover is significant because it was made by a famous artist. Source Derived from a digital capture scan photo of the album CD cover creator of this digital version is irrelevant as the copyright in all equivalent images is still held by the same party . Copyright held by the record company or the artist. Claimed as fair use regardless. Category Album covers A Posteriori ru Enigma A Posteriori album cover.jpg ... more details
wiktionary maximum The maximum is the extreme value in a set. Maximum may also refer to Maximum MAX album Maximum MAX album Maximum Murat Boz album Maximum Murat Boz album Maximum song Maximum song , a song by Murat Boz Maximum comics , a fictional superhero published by DC Comics Maximum break in snooker is often known as maximum code maximum code , a function in Haskell programming language Haskell that returns the biggest element from a list The general maximum , an economic policy in the French Revolution SpeciesAbbreviation maximum See also Maxima disambiguation Maximus disambiguation Minimum disambig fr Maximum homonymie tr Maximum ... more details
Maximum power can refer to different concepts In electronics, the maximum power theorem In systems theory, the maximum power principle disambig ... more details
Maximum Security may refer to Supermax , control unit prisons, or units within prisons Maximum Security comics , a comic book miniseries published by Marvel Comics Maximum Security Tony MacAlpine album Maximum Security Tony MacAlpine album , 1987 Maximum Security Alien Sex Fiend album Maximum Security Alien Sex Fiend album , 1985 Maximum Security TV series Maximum Security TV series , an American drama television series on HBO Maximum Security novel , the third book of the CHERUB series Prison Tycoon 2 Maximum Security , a 2006 computer game See also Supermax disambiguation Maximum security prison disambiguation disambiguation ... more details
Maximum entropy may refer to The principle of maximum entropy The maximum entropy probability distribution Maximum entropy spectral estimation Maximum entropy spectral analysis Maximum entropy thermodynamics The law of maximum entropy production Entropy maximization Maximum entropy classifier See also Second law of thermodynamics also known as the law of increasing entropy disambig ... more details
case of time series models, the independence assumption may have to be dropped as well. A maximum likelihood estimator coincides with the Maximum a posteriori most probable Bayesian estimator given a Uniform ... a posterioriMaximum a posteriori MAP estimator , for a contrast in the way to calculate estimators ...More footnotes date September 2009 In statistics, maximum likelihood estimation MLE is a statistical ... to a data set and given a statistical model , maximum likelihood estimation provides estimate s for the model s parameters. The method of maximum likelihood corresponds to many well known estimation methods ... the models are probability mass functions required to be computable then one has a variant of maximum likelihood. In general, for a fixed set of data and underlying statistical model, the method of maximum ... data the greatest probability i.e., parameters that maximize the likelihood function . Maximum ..., difficulties do occur in such problems, maximum likelihood estimators are unsuitable or do not exist ... variables x sub i sub and the parameter can be vectors. To use the method of maximum likelihood ... observation in the model. The method of maximum likelihood estimates sub 0 sub by finding ... of estimation is a maximum likelihood estimator MLE of sub 0 sub math hat theta mathrm mle ... is a monotone transformation . For many models, a maximum likelihood estimator can be found as an explicit ..., there may be multiple estimates that maximize the likelihood. For other problems, no maximum likelihood ... parameters . Properties Maximum likelihood is the extremum estimator obtained by maximizing, as a function ... 0 sub . The maximum likelihood estimator has essentially no Optimization mathematics optimal properties for finite samples . ref harvtxt Pfanzagl 1994 p 206 ref However, the maximum likelihood estimator ... outlined below, the maximum likelihood estimator is consistent estimator consistent . The consistency ... holds, the limiting likelihood function has unique global maximum at sub 0 sub . li ... more details
Italic title Taxobox image Bulbophyllum maximum as Megaclinium maximum Curtis 69 N.S. 16 pl. 4028 1843 .jpg regnum Plantae unranked divisio Angiosperms unranked classis Monocots ordo Asparagales familia Orchidaceae subfamilia Epidendroideae genus Bulbophyllum species B. maximum binomial Bulbophyllum maximum binomial authority synonyms Bulbophyllum maximum is a species of orchid in the genus Bulbophyllum . References http bulbophyllum checklist.bulbophyllum.at The Bulbophyllum Checklist http www.orchidspecies.com indexbulb.htm The internet Orchid species Photo Encyclopedia DEFAULTSORT Bulbophyllum Maximum Category Bulbophyllum maximum Bulbophyllum stub az Bulbophyllum maximum vi Bulbophyllum maximum ... more details
L. maximum may refer to Leucanthemum maximum , the max chrysanthemum, a flowering plant species native to France and Spain Lithophragma maximum , the San Clemente Island woodland star, a rare flowering plant species endemic to San Clemente Island, California See also Maximum disambiguation Species Latin name abbreviation disambiguation ... more details
Infobox single Name Maximum Type studio Artist Murat Boz Cover Released 2007 Recorded 2005 2006 Genre pop music Pop , R&B Length Label Stardium Producer Reviews Last single A k Bulamam Ben br 2006 This single Maximum br 2007 Next single P f br 2008 Misc Maximum is the second single from Turkey Turkish singer Murat Boz . The song is from the album Maximum Murat Boz album Maximum , which produced the previous hit A k Bulamam Ben . The song is currently the most successful song of Murat Boz s career charting on the European top 100 chart at 99. Even though this is seen as a low position it is in some way quite an achievement as it is uncommon for Turkish artists to appear on this chart. Chart class wikitable style background ffffff align center style background f0f0f0 rowspan 2 Album align center style background f0f0f0 rowspan 2 Single align center style background f0f0f0 Chart width 80 Turkey ref http www.billboard.com.tr pages Turkce top20.aspx Billboard T rkiye Top 20 ref align center Maximum Murat Boz album Maximum align left Maximum align center 1 References Reflist Murat Boz Category Murat Boz songs tr Maximum ark ... more details
This article was auto generated by User Polbot . italictitle taxobox image Asarum maximum2.jpg status VU status system IUCN3.1 regnum Plantae unranked divisio Angiosperm s unranked classis Magnoliid s ordo Piperales familia Aristolochiaceae genus Asarum species A. maximum binomial Asarum maximum binomial authority William Hemsley botanist Hemsl. Asarum maximum is a species of plant in the Aristolochiaceae family. It is Endemism endemic to China . The flowers have a distinct smell of mushrooms. References China Plant Specialist Group 2004. http www.iucnredlist.org search details.php 46534 all Asarum maximum . http www.iucnredlist.org 2006 IUCN Red List of Threatened Species. Downloaded on 20 August 2007. Commonscat Asarum maximum Category Flora of China Category Asarum Category Vulnerable plants Piperales stub az Asarum maximum fr Grand asaret vi Hoa ti n to zh ... more details
Unreferenced stub auto yes date December 2009 Orphan date December 2009 Maximum Diner is a memoir written by Christopher Nye brother of Simon Nye . It tells the story of Nye s successful attempt to set up an American style diner in the small town of Uckfield , East Sussex , United Kingdom UK . The diner is still operational, although under different management. See also Maximum Diner restaurant Maximum Diner DEFAULTSORT Maximum Diner Book Category 2004 books Category Business books Category British autobiographies Econ book stub ... more details
In philately a maximum card also known as a maxi card, or maxicard is a postcard with a postage stamp placed on the picture side of the card where the stamp and card match or are in concordance . In most cases, the cancel is also related to the image on the front of the card and the stamp. The collecting of maximum cards is known as maximaphily . External links http bridge maximumcard.blogspot.com Maximum cards of bridges. http www.mccraze.blogspot.com Malaysia Maximum cards by Ye Choh San. Category Philatelic terminology da Maximumkort de Maximumkarte he nl Maximumkaart pl Karta maksimum ru th tr Maksimumkart zh ... more details
italictitle taxobox image PhilodendronMaximum.jpg regnum Plantae unranked divisio Angiosperms unranked classis Monocots ordo Alismatales familia Araceae subfamilia Aroideae tribus Philodendreae genus Philodendron species P. maximum Philodendron maximum is a species of flowering plant in the Araceae family. gallery Image PhilodendronMaximum2.jpg gallery References K.Krause in H.G.A.Engler, Pflanzenr., IV, 23Db 49 1913 . Category Philodendron maximum ru ... more details
Unreferenced date December 2009 Orphan date December 2009 Maximum mode is one of the two hardware modes available to the Intel 8086 and Intel 8088 8088 processors Central processing unit CPU . The other is minimum mode . Maximum mode is for large applications such as multiprocessing . The mode is hard wired into the circuit and cannot be changed by software. Specifically, pin 33 MN MX is either wired to voltage or to ground to determine the mode. Changing the state of pin 33 changes the function of certain other pins, most of which have to do with how the CPU handles the local computer bus bus . The IBM PC and PC XT use an Intel 8088 running in maximum mode. http www.8085projects.info post Maximum Mode Interface.aspx DEFAULTSORT Maximum Mode Category X86 architecture ... more details
Unreferenced date January 2009 In Marxist theory , a maximum programme consists of a series of demands which will achieve socialism . The concept of a maximum programme comes from the Erfurt Programme of the Social Democratic Party of Germany SPD , later mirrored by much of the Socialist International . The maximum is contrasted with a minimum programme of immediate social demands. In the short term, parties were to pursue only the minimum programme of achievable demands, which would improve the lives of workers until the inevitable collapse of capitalism . These groups believed that the achievement of a minimum programme would enable them to become mass party mass parties and pursue their maximum programme. The Communist International developed the alternative idea of transitional demand transitional slogans , seeing the minimum maximum division as leaving social democratic parties always campaigning only for their minimum programme and not clearly planning a route to achieve their maximum programme, though the eventual Programme was more in line with a maximum programme than with transitional slogans. External links http www.marxists.org archive kautsky 1892 erfurt index.htm The Erfurt Programme Explained In Its Basic Part http www.marxists.org archive kautsky 1902 socrev index.htm The Social Revolution http www.marxists.org history international comintern 6th congress index.htm Programme of the Communist International Category Marxist theory ko ... more details
Dablink For the spacecraft, see Solar Maximum Mission File Solar cycle data.png thumb Three recent solar cycles Solar maximum or solar max is the period of greatest solar activity in the solar cycle of the sun . During solar maxima, large numbers of sunspot s appear. ref http earthobservatory.nasa.gov IOTD view.php?id 37575 ref A solar maximum is the period when the sun s magnetic field lines are the most distorted due to the magnetic field on the solar equator rotating at a slightly faster pace than at the solar poles Citation needed date June 2011 . The solar cycle takes an average of about 11 years to go from one solar maximum to the next, with an observed variation in duration of 9 to 14 years for any given solar cycle. For more detailed explanation of solar cycles, see Solar variation . Historic maxima File Sunspot Numbers.png right 500px History of sunspot numbers The last solar maximum was in 2000. The next solar maximum is currently predicted to occur in February 2013 and to be one of the weakest cycles since 1928. ref NASA Solar Cycle Prediction http solarscience.msfc.nasa.gov predict.shtml , Accessed 03 Jan. 2012 ref The unreliability of solar maxima predictions is demonstrated in that NASA had previously predicted the solar maximum for 2010 2011 and possibly to occur as late as 2012. Previously, on March 10, 2006, NASA researchers had announced that the next solar maximum would be the strongest since the Solar storm of 1859 historic maximum in 1859 in which the Aurora astronomy northern lights could be seen as far south as Rome , approximately 42 north of the equator, ref http science.nasa.gov headlines y2006 10mar stormwarning.htm?list862664 Solar Storm Warning ..., the solar maximum will be a fairly weak one. ref http solarscience.msfc.nasa.gov predict.shtml ... Solar Maximum Mission References references The Sun Category Solar phenomena Maximum sun stub ca M xim solar it Massimo solare ro Maximum solar th uk zh ... more details
Image Sunspot Numbers.png thumb right 350px History of sunspot number observations showing the recent elevated activity. The Modern Maximum refers to the ongoing period of relatively high sun solar activity that began circa 1900. ref cite doi 10.1023 A 1012745612022 ref This period is a natural example of solar variation , and one of many that are known from proxy records of past solar variability. The Modern Maximum reached a double peak once in the 1950s and again during the 1990s. References references Category Solar phenomena environment stub sun stub et Uusaegne maksimum fr Maximum moderne ... more details
Infobox Radio station name Radio Maximum image Image Radio Maximum.png 180px Radio Maximum logo slogan Yesli radio toh Maximum For Radio take Maximum airdate December 25, 1991 frequency 103.7 Frequency Modulation FM megahertz MHz in Moscow area Russia format Contemporary hit radio CHR website http maximum.ru owner Russian Media Group Radio Maximum is a Russian radio station, specializing in pop and rock music. Maximum was founded in 1991 as a joint venture of Westwood One , Harris Corporation , StoryFirst Communications , and Moscow News The Moscow News weekly . It started broadcasting in Moscow on December 25, 1991 on the frequency of 103.7 MHz. Broadcasting in St. Petersburg commenced in early 1993. The radiostation was among the first Russian music stations to start round the clock broadcasting in 1994. Maximum s format is broad, and includes both western and russian rock and pop music. Radiostation has gone popular mostly thanks to their extremely successful morning show, which at different times was hosted by such celebrities as Olga Maximova, Kostya Mikhalov, Gennady Bachinsky, and Sergey Stillavin. Radio Maximum is also known for the Maxidrom rock festival, which used to be held every May in Moscow, Russia. External links official http www.maximum.ru ru icon Russia stub Euro radio station stub coord missing Russia Category Radio stations established in 1991 Category Radio stations in Russia Category Russian language radio stations ka ru Maximum ... more details
Orphan date October 2008 Deleted image removed Image MaxBoom.jpg A collection of compact discs meant to be played on large, bass heavy stereo systems. Officially released on Pandisc Records on February 13, 1996. Editions http www.amazon.com dp B000001S9H Maximum Boom For Your System Vol. 1 Amazon.com http www.amazon.com dp B000009QNE Maximum Boom For Your System Vol. 2 Amazon.com http www.pandisc.com Pandisc Records Category Dance music albums ... more details
Use dmy dates date May 2011 General Maximum or The Law of the Maximum was a law created during the course ... the 4 May 1793 loi du maximum which had the same purpose setting price limits, detering price gouging ... 1995, p 244 ref Historical conditions enabling the General Maximum Years of revolution, international ... according to region, the maximum price for first necessity goods was about one third higher than the 1790 prices, while the legal maximum fixed to the wages was about half higher than the average level .... 47 ref The General Maximum is enacted The municipal police shall fine everyone who buys or sells merchandise for more than the Maximum double the value of the item sold, payable to the person who denounced ... in his shop a table of the Maximum or the highest price of the merchandise. Article 7 of the General Maximum, 29 September 1793 ref Darrow, M. Economic Terror in the City The General Maximum in Montauban ... to include the General Maximum. Although the Law of Suspects was initially created to deal with counter .... ref Darrow, M. Economic Terror in the City The General Maximum in Montauban. French Historical ..., meat, oil, onions, soap, firewood, leather, and paper the sale of these products were regulated at the maximum ... Maximum in Montauban. French Historical Studies 1991, p 498 ref ref White, E. The French Revolution ... ref Written into the text of the General Maximum law were a series of regulations and fines. Merchants had to post their maximum rates in a conspicuous location for all consumers to see and were subject ... to consumers who reported violations of the Maximum to local officials. Provided the consumer did ..., fines would only be levied against shop owners. Effects of the General Maximum on the French public ... and price gougers. The General Maximum was written with an eye towards businessmen who were profiting .... ref Darrow, M. Economic Terror in the City The General Maximum in Montauban. French Historical Studies 1991, p 503 505 ref With the General Maximum, the Convention offered the people someone to blame ... more details