Laplace's Method and the Stirling Approximation
In this video, I begin with a discussion on Laplace's Method. Laplace's Method is a technique used to approximate the integral of the exponential of a large ...
Faculty of Khan
Deriving a Confidence Interval for the Mean (The Rationale Behind the Confidence Interval Formula)
I derive the appropriate formula for a confidence interval for the population mean mu, when sampling from a normally distributed population with a known value ...
jbstatistics
Statistics 101: Confidence Intervals for the Variance
In this video we begin to make inferences about variances; more specifically how to formulate confidence intervals for the population variance using the ...
Brandon Foltz
3.1.9 Stirling's Formula: Video
MIT 6.042J Mathematics for Computer Science, Spring 2015 View the complete course: http://ocw.mit.edu/6-042JS15 Instructor: Albert R. Meyer License: ...
MIT OpenCourseWare
STATS 203 - Large Sample Theory - Lecture 15 (Asymptotic Distributions of Sample Quantitles)
Final project; asymptotic distribution of (U_{(i)}, U_{(j)}), where U_1,...,U_n are from Unif(0,1); asymptotic distribution of sample quantiles.
JSB UCLA
2. Introduction to Statistics (cont.)
MIT 18.650 Statistics for Applications, Fall 2016 View the complete course: http://ocw.mit.edu/18-650F16 Instructor: Philippe Rigollet This lecture is the second ...
MIT OpenCourseWare
Chi Square test
For online carsh courses on Statistics Email: vectors.academy@gmail.com Or Call: 9960715584 This video is about how to calculate chi square and compare it ...
Vectors Academy
Physics - Statistical Thermodynamics (7 of 30) Stirling's Approximation Explained
Visit http://ilectureonline.com for more math and science lectures! In this video I will explain and calculate the Stirling's approximation. Next video in the polar ...
Michel van Biezen
P-Value = .000??? What to do when a p-value of .000 is reported
This video explains what a p-value of .000 means and how to determine if the result is statistically significant. What is the P value in statistics? Video Transcript: ...
Quantitative Specialists
Asymptotic Equipartition Property (AEP) - Information Theory Lecture 3
Lecturer: Tsachy Weissman Professor of Electrical Engineering, Stanford University https://web.stanford.edu/~tsachy/ The third lecture for Stanford's Information ...
Stanford Research Talks
Calculate A Sample Size of A proportion
How to calculate a sample size for a proportion (percentage). Includes discussion on how sample changes as proportions (percentages) change. Calculating ...
statisticsfun
23. Classical Statistical Inference I
MIT 6.041 Probabilistic Systems Analysis and Applied Probability, Fall 2010 View the complete course: http://ocw.mit.edu/6-041F10 Instructor: John Tsitsiklis ...
MIT OpenCourseWare
Statistical Inference - Asymptotics and Confidence Intervals
This video is under a Creative Commons Attribution - Noncommercial - Share Alike license (CC-BY-NC-SA)
Open Education Lab
The Abel Prize interview 2007 with Srinivasa S. R. Varadhan
00:00:00 Abel Prize Ceremonies (Norwegian) 00:01:00 Interview with Skau and Raussen starts 00:02:30 Why so long for probability or statistics to be ...
The Abel Prize
Asymptotic Expansions
Introduction to the topic of Asymptotic Expansions. Created for PHYS 201 at UCSD in Fall 2019.
R. Sekhar Chivukula
An introduction to the concept of a sufficient statistic
Explains what is meant by the concept of a 'sufficient statistic', and how these summary statistics are important in likelihood-based methods. This video is part of ...
Ben Lambert
Normal Distribution - Explained Simply (part 1)
IMPROVED VERSION of this video here: https://youtu.be/tDLcBrLzBos I describe the standard normal distribution and its properties with respect to the ...
how2stats
35th Fisher Memorial Lecture: And thereby hangs a tail: the strange history of P-values
Presented by: Professor Stephen Senn - Head of the Competence Center for Methodology and Statistics, Luxembourg Institute of Health RA Fisher is usually ...
RoyalStatSoc
Spectral Statistics of Lévy Matrices - Patrick Lopatto
Analysis Seminar Topic: Spectral Statistics of Lévy Matrices Speaker: Patrick Lopatto Affiliation: Member, School of Mathematics Date: October 19, 2020 For ...
Institute for Advanced Study
Sample Moments (FRM Part 1 2020 – Book 2 – Chapter 5)
AnalystPrep's FRM Part 1 Video Series For FRM Part 1 Study Notes, Practice Questions, and Mock Exams Register an Account at https://analystprep.com/frm/ ...
AnalystPrep
Maximum Likelihood For the Normal Distribution, step-by-step!
This is another follow up to the StatQuests on Probability vs Likelihood https://youtu.be/pYxNSUDSFH4 and Maximum Likelihood: https://youtu.be/XepXtl9YKwc ...
StatQuest with Josh Starmer
Proof that the Sample Variance is an Unbiased Estimator of the Population Variance
A proof that the sample variance (with n-1 in the denominator) is an unbiased estimator of the population variance. In this proof I use the fact that the sampling ...
jbstatistics
Support Vector Machines Part 2: The Polynomial Kernel
Support Vector Machines use kernel functions to do all the hard work and this StatQuest dives deep into one of the most popular: The Polynomial Kernel. We talk ...
StatQuest with Josh Starmer
Quantum Gravity and the Hardest Problem in Physics | Space Time
Viewers like you help make PBS (Thank you ) . Support your local PBS Member Station here: https://to.pbs.org/DonateSPACE Between them, general relativity ...
PBS Space Time
Statistical mechanics of developed turbulence (Lecture 1) by Nigel Goldenfeld
PROGRAM BANGALORE SCHOOL ON STATISTICAL PHYSICS - XI (ONLINE) ORGANIZERS: Abhishek Dhar and Sanjib Sabhapandit DATE:29 June 2020 to ...
International Centre for Theoretical Sciences
Asymptotic rate of growth of ln(x) (Ch9 Pr9a)
The natural log(x) grows slower than any positive power of x. This remarkable fact is from Chapter 9 Problem 9a of MATH1131/1141 Calculus notes, presented ...
MathsStatsUNSW
A rigorous derivation of the kinetic wave equation - Tristan Buckmaster
Analysis - Mathematical Physics Topic: A rigorous derivation of the kinetic wave equation Speaker: Tristan Buckmaster Affiliation: Princeton University Date: ...
Institute for Advanced Study
Statistical modeling and missing data - Rod Little
Virtual Workshop on Missing Data Challenges in Computation, Statistics and Applications Topic: Statistical modeling and missing data Speaker: Rod Little Date: ...
Institute for Advanced Study
Comments about Wormholes and Quantum Noise - Douglas Stanford
Online Workshop on Qubits and Black Holes Topic: Comments about Wormholes and Quantum Noise Douglas Stanford Affiliation: Stanford University Date: ...
Institute for Advanced Study
Towards universality of the nodal statistics on metric graphs - Lior Alon
Analysis Seminar Topic: Towards universality of the nodal statistics on metric graphs Speaker: Lior Alon Affiliation: Member, School of Mathematics Date: ...
Institute for Advanced Study
MAE5790-17 Chaos in the Lorenz equations
Global stability for the origin for r is less than 1. Liapunov function. Boundedness. Hopf bifurcations. No quasiperiodicity. Simulations of the Lorenz system.
Cornell MAE
Mod-01 Lec-20 Classical statistical mechanics: Introduction
Lecture Series on Classical Physics by Prof.V.Balakrishnan, Department of Physics, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in.
nptelhrd
Hydrogen atom radial wavefunctions
The hydrogen atom radial wavefunctions are derived by change of variables, removal of asymptotic dependence, and power series. Normalizability of the ...
Brant Carlson
The Stirling Approximation: a 5-minute Derivation!
In this quick video, I use the definition of integration/Riemann sums to derive the Stirling Approximation or the Stirling Formula, which is a way to approximate the ...
Faculty of Khan
Mod-01 Lec-21 Some probability distributions; isolated system
Lecture Series on Classical Physics by Prof.V.Balakrishnan, Department of Physics, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in.
nptelhrd
Basic Lectures on Bethe Ansatz (Pedagogical Lecture 01) by Fabio Franchini
PROGRAM: INTEGRABLE SYSTEMS IN MATHEMATICS, CONDENSED MATTER AND STATISTICAL PHYSICS ORGANIZERS: Alexander Abanov, Rukmini ...
International Centre for Theoretical Sciences
L08.7 Cumulative Distribution Functions
MIT RES.6-012 Introduction to Probability, Spring 2018 View the complete course: https://ocw.mit.edu/RES-6-012S18 Instructor: John Tsitsiklis License: Creative ...
MIT OpenCourseWare
A Modern Maximum-Likelihood Theory for High-Dimensional Logistic Regression
Pragya Sur (Stanford University) https://simons.berkeley.edu/talks/modern-maximum-likelihood-theory-high-dimensional-logistic-regression Robust and ...
Simons Institute
Statistics 101: Variance and its Sampling Distribution
In this video we begin to make inferences about variances. To begin I offer several short, real-world scenarios where variance becomes important in its own right ...
Brandon Foltz
Mann-Whitney U-Test
statisticslectures.com - where you can find free lectures, videos, and exercises, as well as get your questions answered on our forums!
statslectures
Mod-04 Lec-40 Interval Estimation
Advanced Engineering Mathematics by Prof. P.D. Srivastava,Dr. P. Panigrahi,Prof. Somesh Kumar,Prof. J. Kumar, Department of Mathematics, IIT Kharagpur.
nptelhrd
The link between expectations and probability of an indicator function
This video provides some insight into the fundamental bridge (thank you Joe Blitzstein) between the expectation of an indicator function and the probability of an ...
Ben Lambert
