Single-equation methods (econometrics) | Regression models
In economics, hedonic regression, also sometimes called hedonic demand theory, is a revealed preference method for estimating demand or value. It decomposes the item being researched into its constituent characteristics, and obtains estimates of the contributory value for each. This requires that the composite good (the item being researched and valued) can be reduced to its constituent parts and that those resulting parts are in some way valued by the market. Hedonic models are most commonly estimated using regression analysis, although some more generalized models such as sales adjustment grids are special cases which do not. An attribute vector, which may be a dummy or panel variable, is assigned to each characteristic or group of characteristics. Hedonic models can accommodate non-linearity, variable interaction, and other complex valuation situations. Hedonic models are commonly used in real estate appraisal, real estate economics and Consumer Price Index (CPI) calculations. In CPI calculations, hedonic regression is used to control the effect of changes in product quality. Price changes that are due to substitution effects are subject to hedonic quality adjustments. (Wikipedia).
An Introduction to Linear Regression Analysis
Tutorial introducing the idea of linear regression analysis and the least square method. Typically used in a statistics class. Playlist on Linear Regression http://www.youtube.com/course?list=ECF596A4043DBEAE9C Like us on: http://www.facebook.com/PartyMoreStudyLess Created by David Lon
From playlist Linear Regression.
Linear regression is used to compare sets or pairs of numerical data points. We use it to find a correlation between variables.
From playlist Learning medical statistics with python and Jupyter notebooks
How to calculate Linear Regression using R. http://www.MyBookSucks.Com/R/Linear_Regression.R http://www.MyBookSucks.Com/R Playlist http://www.youtube.com/playlist?list=PLF596A4043DBEAE9C
From playlist Linear Regression.
Linear regression ANOVA ANCOVA Logistic Regression
In this video tutorial you will learn about the fundamentals of linear modeling: linear regression, analysis of variance, analysis of covariance, and logistic regression. I work through the results of these tests on the white board, so no code and no complicated equations. Linear regressi
From playlist Statistics
An introduction to Regression Analysis
Regression Analysis, R squared, statistics class, GCSE Like us on: http://www.facebook.com/PartyMoreStudyLess Related Videos Playlist on Linear Regression http://www.youtube.com/playlist?list=PLF596A4043DBEAE9C Using SPSS for Multiple Linear Regression http://www.youtube.com/playlist?li
From playlist Linear Regression.
Stanford Seminar - The End of Privacy
EE380: Computer Systems Colloquium Seminar The End of Privacy Speaker: Michal Kosinski, Stanford GSB A growing proportion of human activities such as social interactions, entertainment, shopping, and gathering information are now mediated by digital devices and services. Such digitally me
From playlist Stanford EE380-Colloquium on Computer Systems - Seminar Series
Brief intro the the linear regression formula and errors.
From playlist Regression Analysis
Introduction to Psychology (PSYC 110) The last lecture in the course wraps up the discussion of clinical psychology with a discussion of treatment efficacy. Does therapy actually work? Professor Bloom summarizes the different types of influences that clinical interventions might have on p
From playlist Introduction to Psychology with Paul Bloom
4.4.2 R4. Regression Trees - Video 1: Boston Housing Data
MIT 15.071 The Analytics Edge, Spring 2017 View the complete course: https://ocw.mit.edu/15-071S17 Instructor: Iain Dunning Distribution of house pricing over areas in Boston. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit
From playlist MIT 15.071 The Analytics Edge, Spring 2017
Stanford Webinar: How to Be a Statistical Detective
Statistical errors are all too common in medical literature, and contribute to the reproducibility crisis currently plaguing science. Fortunately, you don’t need a degree in statistics to catch these errors. While some errors are impossible to spot without access to the underlying dataset,
From playlist Stanford Center for Health Education (SCHE)
(ML 9.2) Linear regression - Definition & Motivation
Linear regression arises naturally from a sequence of simple choices: discriminative model, Gaussian distributions, and linear functions. A playlist of these Machine Learning videos is available here: http://www.youtube.com/view_play_list?p=D0F06AA0D2E8FFBA
From playlist Machine Learning
Logistic Regression - Is it Linear Regression?
Is it Linear? Why the sigmoid? Let's talk about it. Breaking Linear Regression video: https://www.youtube.com/watch?v=Bu1WCOQpBnM RESOURCES [1] Great Lecture notes to start understanding Logistic Regression: https://pages.stat.wisc.edu/~st849-1/lectures/GLMH.pdf [2] More slightly detaile
From playlist Logistic Regression
Is Pleasure The Secret to a Good Life? | Thought Experiment: The Experience Machine
Viewers like you help make PBS (Thank you 😃) . Support your local PBS Member Station here: https://to.pbs.org/donateidea Think, Cypher eating that juicy steak in The Matrix…... Tweet us! http://bit.ly/pbsideachanneltwitter Idea Channel Facebook! http://bit.ly/pbsideachannelfacebook Talk
From playlist Newest Episodes
Hedonism: The Pursuit of Happiness
Hedonism: The Pursuit of Happiness - https://aperture.gg/hedonism Become smarter in 5 minutes, sign up for free today: https://cen.yt/mbaperture4 Merch: https://aperture.gg/merch Stay connected with Aperture: Website: https://aperture.gg/ Instagram: https://www.instagram.com/theaperture
From playlist Philosophy & Psychology 🧠
Hedonism and Pleasure - Philosophy Tube
What do you need to live a good life? Is pleasure the only good? Knowledge, Logic, & Religion Playlist: https://www.youtube.com/playlist?list=PLvoAL-KSZ32fRrlUcuezyvR80Ec6qHUz_ Subscribe! http://www.youtube.com/subscription_center?add_user=thephilosophytube Patreon: http://www.patreon.c
From playlist A-Level Philosophy
3 Historical Words that Don’t Mean What You Think | What the Stuff?!
Words matter - but there are a surprising number of historic words that many of us are using erroneously. Think you know it all? Let's take a look. 10 Historical Words Article: http://people.howstuffworks.com/10-historical-words-that-dont-mean-what-you-think.htm Subscribe http://bit.ly/1
From playlist What the Stuff?!
How to Live a Happy, Pleasurable Life | Philosophy Tube
Hedonism is a philosophical theory about PLEASURE! Previous hedonism vid: http://tinyurl.com/ppp2rls More like this: http://tinyurl.com/pycfcfp Subscribe! http://www.youtube.com/subscription_center?add_user=thephilosophytube Patreon: http://www.patreon.com/PhilosophyTube Audible: http:/
From playlist A-Level Philosophy
5. The Well-Ordered Soul: Happiness and Harmony
Philosophy and the Science of Human Nature (PHIL 181) Professor Gendler begins with a poll of the class about whether students have elected to take a voluntary no-Internet pledge, and distributes stickers to help students who have made the pledge stick to their resolve. She then moves t
From playlist Philosophy and the Science of Human Nature w/ Tamar Gendler
Overdetermined System of Equations | Ch. 2, Linear Regression
To solve the problem of linear regression, we essentially need to solve an "overdetermined" system of equations. In this video, I will guide you through what that means as a prelude to understanding the normal equations and multiple regression. This is Chapter 2 of the series "From Linea
From playlist From Linear Regression to Linear Algebra