Intro to Quant Finance: Value at Risk (VaR)

The basic approach to VaR is delta normal: a scaled standard deviation

The basic approach to VaR is delta normal: a scaled standard deviation

Here is a quick explanation of parametric value at risk (VaR) as a means to illustrating its strengths/weaknesses. Please note: The essence of parametric VaR is "no data:" while historical data is surely used to select a distribution and calibrate its parameters, a parametric VaR leans on a statistical distribution to infer losses In this illustration, I use the normal distribution which is typical. The normal is nice because we only need two parameters (expected return and volatility), but we don't need to use the normal! We can use other distributions; eg, lognormal.
Finance risk value at statistical distribution bionicturtledotcom

Mazeretim Var Asabiyim Ben - MFÖ MFÖ is amazing. This is one of their many amazing songs. This is Turkish. Turkish is amazing. The name of this amazing Turkish song is "Mazeretim Var Asabiyim Ben." Anyway, you should definitely check out MFÖ if you haven't already. All their songs are great.
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VİDEO KLİP WARYA
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Previously, I showed the calculation of the un-diversified VaR of the two-asset bond portfolio. Today I explain Jorion's Table 11-4 which calculates diversified value at risk (VaR) for the same bond portfolio. The key difference is that diversified VaR should be lower to reflect the benefit of imperfect correlations.

Album: Only Built 4 Cuban Linx Year: 1995 Track: 9 Track Produced By: RZA Samples: None Lyrics: Niggaz is fuckin crazy... knowhatI'msayin? Hell yeah man Word... you know how niggaz be bitin and shit Niggaz be bitin mad styles n shit from niggaz man Yeah, no doubt That's what I be hatin man, I can't stand a fuckin bitin ass nigga Wanna use your lines all ahead of time Word Before you even get a chance, to shine on your own shit True, nah niggaz be killing me though Son because Yaknow, they be take be comin with your words and shit They hear you say one word then here they come with the word Tryin to flip it and bounce it on some bullshit Yeah, yeah Not sounding like first of all and shit Yeah YaknowhatI'msayin? Boom, but then you got niggaz Son on the real YaknowhatI'msayin? Niggaz niggaz niggaz niggaz is bitin off your album cover and shit Yeah! Whoa bad enough they biting lines like niggaz killed me Yeah When they came with some Nas, niggaz bit offa Nas shit! KnowhatI'msayin? *chuckling* Word niggaz niggaz niggaz niggaz caught his little album cover move and then they got wise to that shit Yeah I'm like damn what the fuck man? It's like these happy-go-lucky niggaz man when they get on man They wanna pop a little, a little champagne Word like I said YouknowhatI'msayin? Every few, every time you see em YouknowhatI'msayin? Like, front on don't fuck with me Yeah man You gonna play that role play it though Yo man, it's like this man, niggaz man Niggaz know not to fuck around <b>...</b>

This is an illustration of historical simulation using a single-asset (versus a portfolio). The asset is Google's stock; I pulled daily (periodic) returns for the last 100 days. Note the histogram exhibits fat or heavy-tails with the two outliers including Friday's 10% drop. This example shows some of the pros and and cons of historical simulation: Easy to use (pro): it is just a percentile or quantile function; Unlike parametric or Monte Carlo, no model risk (pro); Treats all historical observations equally (con); May not be enough data in the tails (con, a classic challenge)
Finance risk value at statistical distribution bionicturtledotcom

Glenn Gould(He conseguido la partitura casi original (la original original se perdio) despues de mucho tiempo, si alguien la quiere que me lo diga y se la pasare por el msn encantado.Muchas gracias)
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Le clip d'Anouar Brahem: "Leila au pays du carrousel, var.", de l'album "Le pas du chat noir". avec François Couturier (piano) et Jean Louis Matinier (accordion). Réalisation: Onur Baki et Burak Yedek. ECM Records, Muphem Film 2007
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Second single from Familjen's second album Mänskligheten (2010). iTunes: itunes.apple.com Spotify: open.spotify.com Web: familj-en.com Myspace myspace.com Info: Director: Mats Udd DOP & Grading: Petrus Sjövik Producer: Robert Samuelsson Editing: Anton Skott Camera-assistent: Simon Mulk Project leader: Simon Bengtsson VFX: Johan Holm, Simon Bengtsson Electricity: Mike Wahlberg, Sebastian Danneborn Set design: Clara Isaksson, Julia Tegström Make up: Indra Jungkvist Costume: Anna Nilsson Catering: Liselotte Samuelsson Trainee: Simon Elvås Extras: Gunnar Johansson, Britt-Louise Jälmefors, Kent Norberg, Peter Gategren, Göran Holm, Katarinna Ruottiner Produced by Galej Produktion, powered by Hybris & Adrian Recordings www.hybrism.com http
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Un zapping des principaux journaux télévisés, consacré aux intempéries meurtrières qui ont frappé le Var ces dernières heures.
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A show that has charmed millions of people in other parts of the world is now playing in the United States. What makes Cavalia special is that the stars are horses, riders, and acrobats who combine to create a visual extravaganza. Breshna Omarkhel of VOA's Afghanistan Service produced the piece. It is narrated by Penelope Poulou.
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