Winsorizing or winsorization is the transformation of statistics by limiting extreme values in the statistical data to reduce the effect of possibly spurious outliers. It is named after the engineer-turned-biostatistician Charles P. Winsor (1895–1951). The effect is the same as clipping in signal processing. The distribution of many statistics can be heavily influenced by outliers. A typical strategy is to set all outliers to a specified percentile of the data; for example, a 90% winsorization would see all data below the 5th percentile set to the 5th percentile, and data above the 95th percentile set to the 95th percentile.Winsorized estimators are usually more robust to outliers than their more standard forms, although there are alternatives, such as trimming, that will achieve a similar effect. (Wikipedia).
Yes. I make mistakes ... rarely. http://www.flippingphysics.com
From playlist Miscellaneous
1 Hour Landscape Watercolor Study with Set-Up
One of my "Little Gems" 5X7" watercolors of a Wyoming lake scene. Before I start, I show you all of my tools used. After I finish the painting I show you how I frame it to be able to sell it as an inexpensive study. Sometimes I go on and do an oil painting from these small studies if I thi
From playlist Watercolor Tutorials and Demos
This video I created to Simulink Student Challenge contest.
From playlist Simulink Student Challenge 2012 Entries
Boxplots & Outliers in SPSS – Identify and Deal with Outliers (4-8)
The boxplot serves up a great deal of information about both the center and spread of the data, allowing us to identify skewness and outliers, in a form that is both easy to interpret and easy to compare to other distributions. It is the graphical equivalent to the five-number summary. All
From playlist WK4 Statistical Graphing - Online Statistics for the Flipped Classroom
IDEspinner Buffer Overflows pt1
This movie tries to show how you can create a bufferoverflow Credits go out to IDEspinner
From playlist Buffer overflow
How to Handle Outliers in your Dataset in Business Statistics (Week 6B)
Outliers can cause big problems in your data. We learn what causes outliers, how to identify them, the problems they cause, and options for dealign with them. Some outliers should stay in the data. Others should be corrected, winsorized, or sometimes discarded. We explore the difference b
From playlist Basic Business Statistics (QBA 237 - Missouri State University)
African Lion Watercolor Gouache Painting Demo
If you love painting wildlife, especially big cats, this demo is for you. Heck, it's for you if you love to paint... or watch someone else paint! I do the drawing, the watercolor, and the finishing gouache detail layer so that you can see my entire process and try it on your own. My hope i
From playlist Watercolor Tutorials and Demos
The Assumption of NO OUTLIERS in Parametric Hypothesis Tests (16-4)
Parametric statistical tests require that the dependent variable does not contain unusual or extreme scores. Univariate outliers can be detected using z-scores. The nature of the outlier determines how you should correct it. Multivariate outliers are identified with a Mahalanobis test; you
From playlist Assumptions, Significance, & Effect Size Wrap-Up (WK 16 - QBA 237)
Robin Winsor interviewed at Strata Jumpstart 2011
Robin Winsor (Cybera)
From playlist Strata NY 2011
Sparklescape watercolor and gouache tutorial
Join me as I paint a watercolor and gouache demo of backlit snowy trees that have fallen. This is one of the techniques I use when I paint on location. It's a very forgiving way of working en plein air. Supply list: Daniel Smith watercolors: https://www.dickblick.com/products/daniel-smith
From playlist Painting/Drawing Tutorials
exploratorium: an exhibition with strobo
exploratorium: an exhibition with strobo
From playlist Exploratorium through your eyes
A solar system, a simulation made with Excel
An Excel simulation of the solar system. You can see how things are recursively computed: the mutual gravity force from the locations, the accelerations, the velocities, and finally the updated locations. The solar eclipse is also shown. This is clip is intended to illustrate Chapter 24 Ap
From playlist Physics simulations
From playlist Getting Started in Cryo-EM
Unbelievably Strong Glass - New Revolution in making thin Glass
This is a new type of glass which will be manufactured in the future. It will replace ordinary glass in the near future. It will also be used by mobile phone manufacturers. This type of glass is the strongest glass in the world. It is ten times stronger than ordinary glass.It is resistant
From playlist Home Science Videos - Cool Science Experiments
The Jezabels - Pleasure Drive (Official Music Video)
Music video by The Jezabels performing 'Pleasure Drive' from the new album SYNTHIA http://vevo.ly/HTPgoq Director: Max Hemmings Producer: Rebecca Sherab DP: Tom Elliott Editor: Laurence Halstead Colourist: Oisin O'Driscoll @ The Mill Choreographers: Rachel Gildea & Helen Wadge Production
From playlist New Wave/Electro Pop/Indie Pop: 2009 - 2017 (original!)
Spiders Watching Spiders 🕷️👀 🕷️ | Deep Look
@besmart's Joe Hanson shared some cool bonus footage with us from their recent video, "Why 8 Eyes Are Better Than 2 (…If You're a Spider 🕷)". https://youtu.be/GyUlaHxsZqA Check out how Ph.D. candidate and spider wrangler Alex Winsor from the University of Massachusetts, Amherst tracks a
From playlist Deep Look #Shorts
Evaluate limits by expanding the power
Evaluate limits by expanding the power, blackpenredpen, math for fun
From playlist Sect2.3, Evaluating Limits Algebraically
Great Are You Lord - All Sons & Daughters (Official Live Concert)
👉 Subscribe to the Our Youtube Channel: https://IntegrityMusic.lnk.to/YTsubscribe 🎼 For chords and song resources visit: https://weareworship.com ▶ Listen: http://smarturl.it/ASD_GreatAreYouLord Artist: All Sons and Daughters Song: Great Are You Lord (Official Live Concert) Album: Live C
From playlist 9.24.2017 Worship