StatQuest: Probability vs Likelihood
Here's one of those tricky little things, Probability vs. Likelihood. In common conversation we use these words interchangeably. However, statisticians make a ...
StatQuest with Josh Starmer
StatQuest: Maximum Likelihood, clearly explained!!!
If you hang out around statisticians long enough, sooner or later someone is going to mumble "maximum likelihood" and everyone will knowingly nod. After this ...
StatQuest with Josh Starmer
Statistics 101: Linear Regression, Standardized Regression
So this video is the next in my series on simple linear regression and what we're going to look at in this video is what happens when we perform linear ...
Brandon Foltz
Logistic regression in R with rare event data using 'logistf' package
This video demonstrates how to use the 'logistf' package in R to obtain Penalized Maximum Likelihood Estimates and Profile Likelihood CI's and test statistics ...
Mike Crowson
The Three Classical Testing Principles: Wald, Likelihood Ratio, and Lagrange Multiplier
Video for Econometrics II course at University of Copenhagen (Dept. of Economics). We go through the three classical testing principles (Wald, LR, LM).
Rasmus Pedersen
Wald Test - introduction
This video provides an introduction to the Wald test, as well as some of the intuition behind it. Check out ...
Ben Lambert
Maximum Likelihood Estimation and Confidence Intervals
Video tutorial created by students as part of the class final project. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More ...
MIT OpenCourseWare
Biostatistics SUMMARY STEP 1 - The Basics USMLE
Review of the most common types of questions commonly seen on STEP 1. These are the minimum basics, there is more material that is fair game for the test, ...
Randy Neil, MD
Testing by betting: A strategy for statistical and scientific communication
Discussion Meeting Testing by betting: A strategy for statistical and scientific communication Author: Glenn Shafer, Rutgers University, USA Proposer of the vote ...
RoyalStatSoc
Saturated Models and Deviance
This video follows from where we left off in Part 3 of the Logistic Regression series, but the ideas are more general, so I decided not to make it just Part 4, since ...
StatQuest with Josh Starmer
Using a table to estimate P-value from t statistic | AP Statistics | Khan Academy
Example of how to use a t table to estimate a P-value. View more lessons or practice this subject at ...
Khan Academy
Fit a Cox proportional hazards model and check proportional-hazards assumption with Stata®
Explore how to fit a Cox proportional hazards model using Stata. We also describes how to check the proportional-hazards assumption statistically using -estat ...
StataCorp LLC
Logistic regression in Stata®, part 3: Factor variables
Learn how to fit a logistic regression model using factor variables. Copyright 2011-2019 StataCorp LLC. All rights reserved.
StataCorp LLC
Chi-square test in SPSS + interpretation (assumptions violated)
How to run a chi-square test and interpret the output in SPSS (v20) when the assumptions have been violated. ASK SPSS Tutorial Series.
BrunelASK
Interpreting the Odds Ratio in Logistic Regression using SPSS
This video demonstrates how to interpret the odds ratio (exponentiated beta) in a binary logistic regression using SPSS with one continuous predictor variable.
Dr. Todd Grande
Scan Statistics
Lecture by Luc Anselin on Scan Statistics (2016).
GeoDa Software
Modern repeated measures analysis using mixed models in SPSS (1)
Repeated measures analyse an introduction to the Mixed models (random effects) option in SPSS. Demonstrates different Covariance matrix types & how to use ...
Robin Beaumont
C7b_Inference for Logistic Regression
This video addresses several core ideas that should be considered before drawing conclusions from a logistic regression model.
Shonda Kuiper
Fit a Logistic Regression Model With SAS
In this video, you learn to create a logistic regression model and interpret the results. You learn PROC LOGISTIC syntax and how to interpret p-values, parameter ...
SAS Software
The Tobit Model
In this video, I discuss the tobit model. I show the model, derive the likelihood function and derive one of the features of interest in this model.
Anders Munk-Nielsen
Probit regression in SPSS using Generalized Linear Model dropdown menu
In this video, I provide a short demonstration of probit regression using SPSS's Generalized Linear Model dropdown menus. The demonstration (i.e., data and ...
Mike Crowson
StatQuest: Odds Ratios and Log(Odds Ratios), Clearly Explained!!!
Odds Ratios and Log(Odds Ratios) are like R-Squared - they describe a relationship between two things. And just like R-Squared, you need to determine if this ...
StatQuest with Josh Starmer
Normal Distribution & Probability Problems
This calculus video tutorial provides a basic introduction into normal distribution and probability. It explains how to solve normal distribution problems using a ...
The Organic Chemistry Tutor
Excel Statistics 61: Stock Expected Return & Standard Deviation (Probability)
Finance Stock example using Mean and Standard Deviation for a Discrete Probability Distributions. SUMPRODUCT function to calculate Mean and Standard ...
ExcelIsFun
Univariate Gaussian Detection
In this lesson, we'll consider the general univariate binary Gaussian detection problem, and we'll examine the special situations when the data have equal ...
Timothy Schulz
StatQuest: Quantile-Quantile Plots (QQ plots), Clearly Explained
Quantile-Quantile (QQ) plots are used to determine if data can be approximated by a statistical distribution. For example, you might collect some data and ...
StatQuest with Josh Starmer
Mode, Median, Mean, Range, and Standard Deviation (1.3)
Understand and learn how to calculate the Mode, Median, Mean, Range, and Standard Deviation If you found this video helpful and like what we do, you can ...
Simple Learning Pro
StatQuest: P Values, clearly explained
People often confuse p-values with probabilities. Here I show you how to calculate both and demonstrate their differences. The simple explanation means the ...
StatQuest with Josh Starmer
BUAD 631 - Week 7 - Chi square test
In this video, we explore the chi-square test for independence.
Shawn Parvini
STA631_Topic177
STA631_177 Example1:Likelihood Ratio Test for the exponential distribution.
vu
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 ...
The Organic Chemistry Tutor
Binomial distributions | Probabilities of probabilities, part 1
------------------ These animations are largely made using manim, a scrappy open-source python library: https://github.com/3b1b/manim If you want to check it out, ...
3Blue1Brown
An Introduction to the Chi-Square Distribution
A brief introduction to the chi-square distribution. I discuss how the chi-square distribution arises, its pdf, mean, variance, and shape.
jbstatistics
Rutgers Math 481 Statistics Prof. Kontorovich, Lecture 20, 4/12/2019
Power function, likelihood ratio statistic, likelihood ratio test, Wilks' Theorem on log likelihood approaching chi squared, P-values Lecture Notes: ...
Alex Kontorovich
Interpreting binary logistic regression output (SPSS demo, 2018)
This video provides discussion of how to interpret binary logistic regression (SPSS) output. A copy of the data can be downloaded here: ...
Mike Crowson
351 Logit analysis for aggregated data by Maximum Likelihood Method in Excel and R
Logit analysis can be applied to aggregated data as a contingency table format. This video shows you how to estimate parameters for logit analysis by maximum ...
Sangwoo.Statistics Kim
Multilevel regression using Stata: Modeling two-level data (Dec. 2019)
This video provides a walk through of multilevel regression modeling using Stata, where the data falls at two-levels (in this case, students at Level 1 nested ...
Mike Crowson
Large sample proportion hypothesis testing | Probability and Statistics | Khan Academy
LLarge Sample Proportion Hypothesis Testing Watch the next lesson: ...
Khan Academy
Hypothesis tests in logistic regression (STAT 320 week 13 video 1 of 3)
Hypothesis tests in logistic regression-- test for a slope, likelihood ratio test for an entire model, nested likelihood ratio tests to compare models. Computing the G ...
Amelia McNamara
Introduction to Bayesian statistics, part 1: The basic concepts
An introduction to the concepts of Bayesian analysis using Stata 14. We use a coin toss experiment to demonstrate the idea of prior probability, likelihood ...
StataCorp LLC
Chi square test
This biostatistics lecture explain how to use chi square test and the role of chi square test in biology. For more information, log on to- ...
Shomu's Biology
Webinar Overview of Cox Proportional Hazard Models Cox Regression 11 29 18
An overview of Kaplan-Meier curves and Cox Regression, with a small demonstration of Cox Regression in SPSS. I got the quote by Will Roger's backwards...it ...
Omega Statistics
