Stable distributions | Power laws | Continuous distributions | Location-scale family probability distributions | Probability distributions with non-finite variance
The (one-dimensional) Holtsmark distribution is a continuous probability distribution. The Holtsmark distribution is a special case of a stable distribution with the index of stability or shape parameter equal to 3/2 and skewness parameter of zero. Since equals zero, the distribution is symmetric, and thus an example of a symmetric alpha-stable distribution. The Holtsmark distribution is one of the few examples of a stable distribution for which a closed form expression of the probability density function is known. However, its probability density function is not expressible in terms of elementary functions; rather, the probability density function is expressed in terms of hypergeometric functions. The Holtsmark distribution has applications in plasma physics and astrophysics. In 1919, Norwegian physicist Johan Peter Holtsmark proposed the distribution as a model for the fluctuating fields in plasma due to the motion of charged particles. It is also applicable to other types of Coulomb forces, in particular to modeling of gravitating bodies, and thus is important in astrophysics. (Wikipedia).
The Normal Distribution, Clearly Explained!!!
The normal, or Gaussian, distribution is the most common distribution in all of statistics. Here I explain the basics of how these distributions are created and how they should be interpreted. For a complete index of all the StatQuest videos, check out: https://statquest.org/video-index/
From playlist StatQuest
My #MegaFavNumber - The Bremner-Macleod Numbers
Much better video here: https://youtu.be/Ct3lCfgJV_A
From playlist MegaFavNumbers
Die Max-Planck-Gesellschaft - in 75 Sekunden
Wissen ist alles. Und Grundlagenforschung ist der wichtigste Vorgang, um unsere Welt zu verstehen und unseren Horizont zu erweitern. Unter allen Organisationen, die Grundlagenforschung betreiben, ist die Max-Planck-Gesellschaft die beste Adresse für Spitzenforscher, denn sie hat die optima
From playlist Most popular videos
Leipzig gestern und heute - Bilder deutscher Städte (1983)
TV-Dokumentation. Ein CHRONOS Film von 1983, ausgestrahlt in der ARD. Leipzig, Architektur, Alte Waage, Handelsstadt, Alte Börse, Alte Handelsbörse, Naschmarkt, Sachsen, Stadtwappen, Löwe, Wettiner, Goethe, Leipziger Student, Johann Sebastian Bach, Thomas Kirche, Kantor, Felix Mendelssohn
From playlist Bilder deutscher Städte: Chemnitz, Leipzig, Dresden u.w.
Here I evaluate the Gaussian Integral in under a minute. This is a must-see for calculus lovers! Gaussian Integral: https://youtu.be/kpmRS4s6ZR4 Gaussian Integral Playlist: https://www.youtube.com/playlist?list=PLJb1qAQIrmmCgLyHWMXGZnioRHLqOk2bW Subscribe to my channel: https://youtube.co
From playlist Gaussian Integral
05 Data Analytics: Parametric Distributions
Lecture on parametric distributions, examples and applications. Follow along with the demonstration workflows in Python: o. Interactive visualization of parametric distributions: https://github.com/GeostatsGuy/PythonNumericalDemos/blob/master/Interactive_ParametricDistributions.ipynb o.
From playlist Data Analytics and Geostatistics
Continuous Distributions: Beta and Dirichlet Distributions
Video Lecture from the course INST 414: Advanced Data Science at UMD's iSchool. Full course information here: http://www.umiacs.umd.edu/~jbg/teaching/INST_414/
From playlist Advanced Data Science
Lecture 10 - Statistical Distributions
This is Lecture 10 of the CSE519 (Data Science) course taught by Professor Steven Skiena [http://www.cs.stonybrook.edu/~skiena/] at Stony Brook University in 2016. The lecture slides are available at: http://www.cs.stonybrook.edu/~skiena/519 More information may be found here: http://www
From playlist CSE519 - Data Science Fall 2016
Central Limit Theorem - Sampling Distribution of Sample Means - Stats & Probability
This statistics video tutorial provides a basic introduction into the central limit theorem. It explains that a sampling distribution of sample means will form the shape of a normal distribution regardless of the shape of the population distribution if a large enough sample is taken from
From playlist Statistics
From playlist STAT 200 Video Lectures
QRM 4-2: The Fisher-Tippett and the Pickands-Balkema-de Haan Theorems
Welcome to Quantitative Risk Management (QRM). It is time to discuss the two fundamental theorems of EVT. We will give the necessary information, for their interpretation and use, but we will skip the proofs. Most of all, we will try to connect the two theorems, which give us extremely st
From playlist Quantitative Risk Management
Python for Data Analysis: Probability Distributions
This video covers the basics of working with probability distributions in Python, including the uniform, normal, binomial, geometric, exponential and Poisson distributions. It also includes a discussion of random number generation and setting the random seed. Subscribe: ► https://www.yout
From playlist Python for Data Analysis
ETH Lec 02. Data and Empirics II: Distributions (01/03/2012)
Course: ETH - Collective Dynamics of Firms (Spring 2012) From: ETH Zürich Source: http://www.video.ethz.ch/lectures/d-mtec/2012/spring/363-0543-00L/b0cfc537-1b86-4d4c-88c3-ce932c1156c1.html
From playlist ETH Zürich: Collective Dynamics of Firms (Spring 2012) | CosmoLearning.org Finance
Анализ Социальных Сетей. Лекция 2.Степенные законы распределения
Слайды: http://www.leonidzhukov.net/hse/2014/socialnetworks/lectures/lecture2.pdf Степенное распределение. Масштабно-инвариантные сети (scale-free networks). Распределение Парето, нормализация, моменты. Закон Ципфа.Граф ранк-частота. Power laws. Power law distribution. Scale-free networ
From playlist Анализ Социальных Сетей. Курс НИУ ВШЭ
CSE 519 -- Lecture 11, Fall 2020
From playlist CSE 519 -- Fall 2020
Zum Tag der Mathematik hatte die Bonner Mathematik die Bürger Bonns und der Wissenschaftsregion eingeladen. Hier konnte man erleben, dass Mathematik viel mehr ist als der Schulstoff. Den "Aktionstag Mathematik" am Hausdorff-Zentrum hat uni-bonn.tv besucht. Team: Ole Lentfer / Christian
From playlist Hausdorff Center goes public