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This is part of the multivariate playlist: https://www.youtube.com/playlist?list=PL8F480DgtpW9W-PEX0f2gHl8SnQ7PtKBv If you missed part 1 of ...
YouTube-Quant Psych
2021/03/10In this video, I'm analyzing the data from this paper: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0256001 I briefly ...
YouTube-Quant Psych
2022/11/24動画の見どころ1/10枚目 Background
動画の見どころ2/10枚目 Dataset overview
動画の見どころ3/10枚目 Reading in the data
動画の見どころ4/10枚目 Interpreting the model
動画の見どころ5/10枚目 Visual Comparison of Full and Reduced Models
動画の見どころ6/10枚目 Reduced Model
動画の見どころ7/10枚目 Model Comparison Statistics
動画の見どころ8/10枚目 Visualizing the effects
動画の見どころ9/10枚目 Rotate Labels
動画の見どころ10/10枚目 Effect over Time
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YouTube-JMP Statistical Discovery
2014/07/09Comments24 ; Lecture 9.2 Analyzing a Linear Mixed Model. IxD Online: UCSD & Coursera · 24K views ; Fixed and random effects with Tom Reader.
YouTube-IxD Online: UCSD & Coursera
2019/06/08動画の見どころ1/10枚目 Linear Mixed Model
動画の見どころ2/10枚目 Mixed Model Scenario
動画の見どころ3/10枚目 Recap
動画の見どころ4/10枚目 Random Effects
動画の見どころ5/10枚目 Random Effects: Subject
動画の見どころ6/10枚目 Spherism
動画の見どころ7/10枚目 Disadvantages of Mixed-Effects Models
動画の見どころ8/10枚目 Nesting
動画の見どころ9/10枚目 What is a nested effect?
動画の見どころ10/10枚目 Linear Mixed Models on Words Per Minute
Part 1: Linear Mixed Models ; Part 2: Linear miixed model. Shravan Vasishth · 1.7K views ; (Simplified) Linear Mixed Model in R with lme().
YouTube-Shravan Vasishth
2020/04/16... Mixed Models? - Allow for different sources of variation in data ... Mixed Model Notation - A Simple Explanation. Quant Psych•22K views · 20 ...
YouTube-The Roslin Institute - Training
2016/04/21... mixed models paintbrush to make such a picture. I have found the two-stage random effects formulation helps me understand what the mixed model ...
YouTube-mumfordbrainstats
2020/01/09We start with the linear model and loosen its assumptions to build to the generalized linear mixed model (GLMM). A GLMM models correlated ...
YouTube-Christina Knudson
2020/07/10動画の見どころ1/10枚目 Linear Model
動画の見どころ2/10枚目 Data Distribution
動画の見どころ3/10枚目 Binary Data
動画の見どころ4/10枚目 Categorical Data Example
動画の見どころ5/10枚目 Poisson Model
動画の見どころ6/10枚目 Linear Mixed Model Example
動画の見どころ7/10枚目 Random Effects
動画の見どころ8/10枚目 Parameters of a Linear Mixed Model
動画の見どころ9/10枚目 Assumptions on Random Effects
動画の見どころ10/10枚目 Summary
When to choose mixed-effects models, how to determine fixed effects vs. random effects, and nested vs. crossed sampling designs.
- YouTube-Matthew E. Clapham
2020/01/29動画の見どころ1/10枚目 Intro
動画の見どころ2/10枚目 When to use random effects
動画の見どころ3/10枚目 Purpose of random effects
動画の見どころ4/10枚目 Correlation between slope and intercept
動画の見どころ5/10枚目 Model diagnostics
動画の見どころ6/10枚目 Collinearity issues
動画の見どころ7/10枚目 Why center and standardize?
動画の見どころ8/10枚目 Interpreting the model
動画の見どころ9/10枚目 Correlation of fixed effects
動画の見どころ10/10枚目 Summary
Mixed effect models include fixed (e.g., planned treatments) and random effects (e.g., time, space). Very helpful but can kinda tricky to ...
YouTube-Methods in Experimental Ecology I
2016/11/12動画の見どころ1/10枚目 Intro
動画の見どころ2/10枚目 Fixed vs random effects
動画の見どころ3/10枚目 Random intercepts and slopes
動画の見どころ4/10枚目 Fixed vs random effect models
動画の見どころ5/10枚目 Random block design
動画の見どころ6/10枚目 Random intercepts
動画の見どころ7/10枚目 What is a mixed effect model?
動画の見どころ8/10枚目 Study Design
動画の見どころ9/10枚目 Blocks as random effects
動画の見どころ10/10枚目 Summary
See all my videos at: https://www.tilestats.com 1. Simple linear regression vs LMM (01:17) 2. Interpret a random intercept (04:19) 3.
YouTube-TileStats
2022/04/26Share your videos with friends, family, and the world.
YouTube-mohammad momenian
2020/04/28This is a bit of a seminar on mixed effects/ hierarchical / clustered models. I go over the difference between fixed effects vs random ...
YouTube-PsychED
2022/08/04In this video we introduce, in full, mixed effect models for continuous outcomes. We discuss the specific (common) situations of random ...
YouTube-Dylan Spicker
2022/01/17In this video we show the derivations of expectation and variance. This includes the marginalization of the model, and the breakdown of ...
YouTube-Dylan Spicker
2022/01/17動画の見どころ1/6枚目 Introduction
動画の見どころ2/6枚目 The Mathematical Specification of the Linear Mixed Effects Model
動画の見どころ3/6枚目 Derivation of the Marginal Variance (and its interpretation)
動画の見どころ4/6枚目 Example 1: Random Intercept Models
動画の見どころ5/6枚目 Example 2: Random Slope/Intercept Models
動画の見どころ6/6枚目 Prediction of the Individual Effects (BLUPs)
Table of Contents: 00:00 - L13.1: Intro to Generalized Linear Mixed Models 00:06 - Overview 00:12 - GEEs, LMMs, and GLMMs 01:23 - The LMM ...
YouTube-Julia Wrobel
2021/04/26動画の見どころ1/15枚目 L13.1: Intro to Generalized Linear Mixed Models
動画の見どころ2/15枚目 Overview
動画の見どころ3/15枚目 GEEs, LMMs, and GLMMs
動画の見どころ4/15枚目 The LMM Model
動画の見どころ5/15枚目 GEEs, LMMs, and GLMMs
動画の見どころ6/15枚目 The LMM Model
動画の見どころ7/15枚目 The LMM Model Assumptions
動画の見どころ8/15枚目 Generalized Linear Mixed Models
動画の見どころ9/15枚目 The GLMM Model Assumptions
動画の見どころ10/15枚目 The GLMM Model
動画の見どころ11/15枚目 Example: Continuous Response
動画の見どころ12/15枚目 Example: Logistic Model
動画の見どころ13/15枚目 Example: Poisson Model
動画の見どころ14/15枚目 Estimation for GLMMs
動画の見どころ15/15枚目 Notes about GLMMs
... mixed modelling in JASP which are extensions of linear mixed models. This ... (Simplified) Linear Mixed Model in R with lme(). LiquidBrain ...
YouTube-Stats, stat
2023/02/03Do you want to take a class with me? Visit https://simplistics.net to register for a class. You can either do "live" classes, where you'll ...
YouTube-Quant Psych
2021/03/24Learn about (multiple) linear mixed models, an extension of linear models that allow for both fixed and random effects.
YouTube-Danny Arends
2022/06/23Sound check and introduction
Answers to Assignments Lecture 8
Break 1: Tasmanian Devil gifs
LMM Lecture Overview
Why use Linear Mixed Models
The Data Set used during the Lecture
Building a basic linear model
Introducing Random Effects
LMMs in R using lmer
Understanding the Output of a Linear Mixed Model
Significance of Linear Mixed Model Predictor Variables
Random Slopes versus Random Intercepts
Lecture Overview
Break 2: Honey Badger gifs
Example: LMMs for QTL analysis in the Berlin Fat Mouse
Questions and Outro
677 views · 26:17 · Go to channel · (Simplified) Linear Mixed Model in R with lme(). LiquidBrain Bioinformatics•61K views · 11:27 · Go to ...
YouTube-Tony Carlsen
2021/04/15動画の見どころ1/9枚目 Introduction
動画の見どころ2/9枚目 Running LME analysis in SPSS
動画の見どころ3/9枚目 Interpreting LME output in SPSS
動画の見どころ4/9枚目 Running LME analysis in JASP
動画の見どころ5/9枚目 Setting up for LME analysis in R
動画の見どころ6/9枚目 Running LME analysis in R
動画の見どころ7/9枚目 Interpreting LME output from R
動画の見どころ8/9枚目 Plotting the data and looking at pairwise contrasts
動画の見どころ9/9枚目 LME diagnostics in R