Bootstrapping and Resampling in Statistics with Example| Statistics Tutorial #12 |MarinStatsLectures
Bootstrapping and Resampling in Statistics with Example: What is Bootstrapping in Statistics and Why Do We Use it? 👉🏼Related Videos: Bootstrapping in Statistics & Bootstrapping in R Series:
👍🏼Best Statistics & R Programming Language Tutorials: ( )
►► Like to support us? You can Donate (), Share our Videos, Leave us a Comment and Give us a Like! Either way We Thank You!
▶︎ In this statistics video lecture we will learn the Bootstrap method (a brute force method), along with why one may want to use such an approach.
▶︎ Bootstrap in statistics is a re-sampling based approach, useful for estimating the sampling distribution and standard error of an estimate. Bootstrapping provides an alternative approach to approaches based on large sample theory (you may recall that many approaches rely on having a large n in order to carry out the method).
▶︎ Bootstrapping in statistics and in research becomes particularly useful when dealing with more complicated estimates, where their standard error may not be easily calculated.
▶︎ This video takes a simple example, and explains the principle of a bootstrap approach, and the concept it is based on. The intention is to clarify exactly what this method involves. This video uses an estimate of a “sample mean“ for simplicity of explaining the concept, although the bootstrap’s real value comes when dealing with more complicated , we simply aim to provide a conceptual understanding of this approach.
► ► Watch More:
► Intro to Statistics Course:
►Data Science with R
►Getting Started with R (Series 1):
►Graphs and Descriptive Statistics in R (Series 2):
►Probability distributions in R (Series 3):
►Bivariate analysis in R (Series 4):
►Linear Regression in R (Series 5):
►ANOVA Concept and with R
►Hypothesis Testing:
►Linear Regression Concept and with R Lectures
Follow MarinStatsLectures
Subscribe:
website:
Facebook:
Twitter:
Instagram:
Our Team:
Content Creator: Mike Marin (., MSc.) Senior Instructor at UBC.
Producer and Creative Manager: Ladan Hamadani (., BA., MPH)
These videos are created by #marinstatslectures to support some statistics and R programming language courses at The University of British Columbia (UBC) (#IntroductoryStatistics and #RVideoTutorials for Health Science Research), although we make all videos available to the everyone everywhere for free.
#statistics #rprogramming
1 view
878
505
11 months ago 00:03:48 1
I made Realtime Colors 100x Better (v3)
11 months ago 00:14:33 1
Get Started with the Future of Coding: GitHub Copilot
11 months ago 00:11:25 1
How To Create Image Gallery In JavaScript | Horizontal Scrolling Using JavaScript
11 months ago 00:04:48 1
“Fallen Kingdom“ - A Minecraft Parody of Coldplay’s Viva la Vida (Music Video)
11 months ago 01:59:32 1
#906 Дарья Яковишина: Генетическая селекция в животноводстве, биоинформатика, Agri-Biotech, импакт.
12 months ago 01:13:46 1
ASMR Programming - Responsive Admin Dashboard with Light & Dark Mode - No Talking
12 months ago 00:06:27 1
Tenet || What went down? || Opera Siege
12 months ago 00:36:44 1
Joel Salatin’s SECRETS to raising PIGS for LAND REGENERATION & PROFIT
12 months ago 00:34:06 1
ASMR Programming - Calculator App Coding - No Talking
12 months ago 00:22:57 1
September Backyard Garden Tour 2023 - The Final Stretch Of The 2023 Gardening Season