Mathematical Statistics Videos A question previously sought recommendations for textbooks on mathematical statistics
Does anyone know of any good online video lectures on mathematical statistics?
The closest that I've found are:


*

*Machine Learning 

*Econometrics
UPDATE: A number of the suggestions mentioned below are good statistics-101 type videos.
However, I'm specifically wondering whether there are any videos that provide a rigorous mathematical presentation of statistics.
i.e., videos that might accompany a course that use a textbook mentioned in this discussion on mathoverflow
 A: See Videos on data analysis using R on Jeromy Anglim's blog.  There are many links at that page and he updates it.  He has another post with many links to videos on probability and statistics as well as linear algebra and calculus.
A: The folks at SLAC put videos of their lecture series online.  Given that their audience is mostly physicists, they tend to be fairly mathematical.  


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*SLUO Lecture Series (see the "Stat" links)

A: There is one called Math and probability for life sciences, but I haven't followed it so I can't tell you if its good or not.
A: This site from Ecole normal Supérieure de Paris contains a lot of very interesting video 
http://www.diffusion.ens.fr/index.php?res=themes&idtheme=30
I greatly encourage you to visit this site !! 
Among other you will find there all video presentation from the conference "Mathematical Foundations of Learning Theory" that held in 2006. 
A: I do not know at what level you want the videos to be but I have heard good things about Khan's Academy: http://www.khanacademy.org/#Statistics
A: Many of the Berkeley introductory statistics courses are available online (and on iTunes).  Here's an example: Stats 2.  You can find more here.
A: There is a new resources forming these days for talks about R:
https://www.r-bloggers.com/RUG/
Compiled by the organizers of "R Users Groups" around the world (right now, mainly around the States).
It is a new project (just a few weeks old), but already got good content on it, and good people wanting to take part in it.

(source: r-bloggers.com)
A: There are a bunch of helpful video tutorials on basic statistics & data mining with R and Weka at SentimentMining.net.


*

*http://sentimentmining.net/StatisticsVideos/
A: There is a series of Google Tech Talk videos called Stats 202 - Statistical Aspects of Data Mining
A: UCCS mathematics video archive has 
archived videos from a range of courses in mathematics. Several subjects called Mathematical Statistics I and  Mathematical Statistics II are available. The main site requires a free registration to access.
Slightly more accessible are the videos for a subset of the courses on the UCCS MathOnline YouTube page. Two instances of this are as follows.
The lecture style often involves Dr. Morrow working through problems on the whiteboard.
 Linear Models

Taught by Dr. Greg Morrow, Math 483 from UCCS. Methods and results of
  linear algebra are developed to formulate and study a fundamental and
  widely applied area of statistics. Topics include generalized
  inverses, multivariate normal distribution and the general linear
  model. Applications focus on model building, design models, and
  computing methods. The Statistical Analysis System (software) is
  introduced as a tool for doing computations.

Course info: Seems to 
 use Introduction to Linear Regression by Montgomery, Peck, and Vining.
Mathematical Statistics 1

Greg Morrow's Math 481 course from Math Online at the University of
  Colorado in Colorado Springs
  Course Description:  Exponential, Beta, Gamma, Student, Fisher and Chi-square 
  distributions are covered in this course, along with joint and conditional 
  distributions, moment generating techniques, transformations of random 
  variables and vectors.



*

*Course info

*Syllabus from one year

*Mathematical Statistics and Data Analysis, 3rd   ed., by John A. Rice.

A: I found the 'Probability Primer' Lectures very useful and informative :


*

*http://www.youtube.com/playlist?list=PL17567A1A3F5DB5E4&feature=plcp

A series of videos giving an introduction 
  to some of the basic definitions, notation, and concepts one 
  would encounter in a 1st year graduate probability course.

A: MIT Open Courseware Discrete Stochastic Processes

Discrete stochastic processes are essentially probabilistic systems
  that evolve in time via random changes occurring at discrete fixed or
  random intervals. This course aims to help students acquire both the
  mathematical principles and the intuition necessary to create,
  analyze, and understand insightful models for a broad range of these
  processes. The range of areas for which discrete stochastic-process
  models are useful is constantly expanding, and includes many
  applications in engineering, physics, biology, operations research and
  finance.

The course includes videos, practice questions, slides, and an extensive set of notes. 
A: Check out the following links. I'm not sure what exactly are you looking for.
Monte Carlo Simulation for Statistical Inference
Kernel methods and Support Vector Machines
Introduction to Support Vector Machines
Monte Carlo Simulations
Free Science and Video Lectures Online!
Video lectures on Machine Learning
A: I just came across this website, CensusAtSchool -- Informal inference. Maybe worth looking at the videos and handouts...
A: An introductory set of statistics lectures with a voice over a slide presentation. 
http://www.online.math.uh.edu/Math2311/index.htm
The lecture series is elementary, but I like how the lecturer communicates clearly and shows how to speak the formulas encountered in statistics.
A: Years ago the ASA video taped workshop /short courses on special topics such as time series and survival analysis and categorical data analysis.  They were available for chapters to rent.  You might check to see what they have.  Short courses at the jSM were occasionally video taped.  I don't know if general math stat courses are available.
A: Bookmark http://www.edxonline.org, it's bound to have all the math videos you could wish for. I believe they are hoping to launch this fall.
A: Opinionated Lessons in Statistics
http://wiki.opinionatedlessons.org/coursewiki/index.php/OpinionatedLessons.org/
Around 50 videos on statistics by Professor William H. Press of the University of Texas at Austin. Each video is around 10 to 30 minutes long.
A number of more advanced topics are coverd such as mixture models, EM methods, MCMC, PCA, and more.
A: Biostatistical bootcamp is a Coursera course on mathematical statistics. The videos are also available on Brian Caffo's YouTube Channel.
