Deriving the mean and variance of the least squares slope estimator in simple linear regression
I derive the mean and variance of the sampling distribution of the slope estimator (beta_1 hat) in simple linear regression (in the fixed X case). I discuss the ...
jbstatistics
Covariance and Correlation Part 1 (of 2): Covariance
Covariance is one of those statistical terms that you might have heard before but didn't quite understand. It sounds fancy, but it's really quite simple and it is a ...
StatQuest with Josh Starmer
Recursive and non-recursive models (part 5 of 6)
Professor Patrick Sturgis in the fifth (of six) part of the 'Structural Equation Modelling (SEM): What it is and what it isn't' online course. This video is part of the ...
NCRMUK
Autocorrelation and heteroscedasticity- econometrics imp for UGCNET Economics
CHANAKYA group of Economics
Assumptions of Classical Linear Regression Model (Part 1)
Liked this video lecture? Check out the complete course here: https://www.eduspred.com/courses/basic-econometrics-practice-questions?coupon=ytlaunch20 ...
Eduspred
Introduction to System Identification
See what's new in the latest release of MATLAB and Simulink: https://goo.gl/3MdQK1 Download a trial: https://goo.gl/PSa78r In this webinar, you will have a ...
MATLAB
Checking Linear Regression Assumptions in R | R Tutorial 5.2 | MarinStatsLectures
Checking Linear Regression Assumptions in R: Learn how to check the linearity assumption, constant variance (homoscedasticity) and the assumption of ...
MarinStatsLectures-R Programming & Statistics
Nonlinear Model Predictive Control for TCLab
Implement a Nonlinear Model Predictive Control (NMPC) application for the Temperature Control lab. Use a hybrid model developed from first principles (energy ...
APMonitor.com
SAS Tutorial | Introduction to Spatial Econometric Modeling
Spatial data has become increasingly popular in recent decades and modern data-collection processes often involve recording information about the ...
SAS Users
Sparse Identification of Nonlinear Dynamics (SINDy)
This video illustrates a new algorithm for the sparse identification of nonlinear dynamics (SINDy). In this work, we combine machine learning, sparse regression, ...
Steve Brunton
Process Control Course Review
The final exam is comprehensive and includes physics-based modeling, data driven methods, and controller design. Review material and practice problems are ...
APMonitor.com
IACS Seminar: Bayesian Machine Learning Models for Understanding Microbiome Dynamics 9/20/19
Presented by Georg Gerber, Assistant Professor of Pathology at the Harvard Medical School and member of the Harvard-MIT Health Sciences and Technology ...
Harvard Institute for Applied Computational Science
Linearization of Mechanistic Models
Advanced Process Control by Prof. Sachin C. Patwardhan,Department of Chemical Engineering,IIT Bombay.For more details on NPTEL visit http://nptel.ac.in.
nptelhrd
Lecture 5: VAR and VEC Models
This is Lecture 5 in my Econometrics course at Swansea University. Watch Live on The Economic Society Facebook page Every Monday 2:00 pm (UK time) ...
Hanomics
Time Series ARIMA Models
Time Series ARIMA Models https://sites.google.com/site/econometricsacademy/econometrics-models/time-series-arima-models.
econometricsacademy
Linear MPC with Unstable CSTR
A linear model predictive controller is designed in Python with a continuously stirred tank reactor (CSTR) simulator.
APMonitor.com
Multiple Linear Regression (Part C)
Regression Analysis by Dr. Soumen Maity,Department of Mathematics,IIT Kharagpur.For more details on NPTEL visit http://nptel.ac.in.
nptelhrd
Linear Regression in Python | Machine Learning | Linear Regression Algorithm | Great Learning
Get your free certificate of completion for the Linear Regression with Python course, Register Now:https://glacad.me/GLA_linear_python This Linear ...
Great Learning
Multidimensional Poverty Development and Analysis: Some Regression Models for AF Measures
Lecture by: Sabina Alkire James Foster Suman Seth Maria Emma Santos Jose Manuel Roche Paola Ballon Summer School on Multidimensional Poverty ...
OPHIOxford
L9.2 Stochastic LQR and its reformulation as H2-optimal control
In this video we discuss the extensions of the LQR control design methodology for the situaions when the system to be controlled is exposed to random ...
aa4cc
Endogeneity: An inconvenient truth (for researchers), by John Antonakis
It is well known that endogeneity leads to inconsistent estimates. Unfortunately, many researchers working outside of economics are not aware of the problem of ...
UNIL Université de Lausanne
Fit Lower Order Models in Python
Optimization techniques are used to fit lower order dynamic models to more complex models or data. This tutorial shows how to fit the models with Python (2.7 or ...
APMonitor.com
Regulate Blood Glucose with PID Control
Blood glucose is typically regulated by insulin production but this insulin production does not occur with Type-I diabetics. With the adoption of insulin pumps and ...
APMonitor.com
Process Control Final Exam Review
The final exam is comprehensive and includes physics-based modeling, data driven methods, and controller design. Review material and practice problems are ...
APMonitor.com
Structural Equation Modeling
CRDEB February Symposium: WVCTSI Clinical Research Design Epidemiology & Biostatistics Program.
WVCTSI
Stationary Time Series (FRM Part 1 2021 – Book 2 – Chapter 10)
AnalystPrep's FRM Part 1 Video Series For FRM Part 1 Study Notes, Practice Questions, and Mock Exams Register an Account at https://analystprep.com/frm/ ...
AnalystPrep
Lec-18 Kalman Filter-Model and Derivation
Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrical Engineering, IIT Kharagpur. For more details on NPTEL ...
nptelhrd
Principles of fMRI Part 1, Module 21: Noise Models- AR models
Principles of fMRI
Airbag Folding Simulation | Skill-Lync | Workshop
Our instructor takes you through the necessity of airbags, how it came about, FE modelling of airbag systems and types of airbag folding. We learn all these with ...
Skill Lync
Intro to SEM (2017)
This video is aimed at providing a general overview of concepts related to structural equation modeling (SEM). It is for those who want to know a bit more about ...
Mike Crowson
Rethinking Control - Elad Hazan
Seminar on Theoretical Machine Learning Topic: Rethinking Control Speaker: Elad Hazan Affiliation: Princeton University, Google AI Princeton Date: October 2, ...
Institute for Advanced Study
110 #Introduction to #Econometrics: Lecture 1
This Video explains the first lecture in a series of videos (lectures) meant for the beginners.
Research Made Easy with Himmy Khan
Lec-24 Linear Regression-Recursive Least Squares
Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrical Engineering, IIT Kharagpur. For more details on NPTEL ...
nptelhrd
VAR model. model four. STATA.
Hossain Academy invites you to VAR model using STATA.
Sayed Hossain
Dual Gravity Drained Tanks PID Control
The objective of this case study on Automation of Liquid Level Control is to automatically maintain a liquid level in the lower of two dual gravity drained tanks.
APMonitor.com
Phosphate Control in CKD and Dialysis Update (English version), prof. Hussein sheashaa, 20 Sep 2020
Phosphate Control in CKD and Dialysis: An Update. 0:00 Evolutions and Epidemiology of Hyperphosphatemia 2:32 why control of Hyperphosphatemia is ...
Academy of Kidney Diseases and Transplantation
Data Assimilation: Ensemble Methods
In this video in our Ecological Forecasting lecture series Mike Dietze extends our discussion of data assimilation to ensemble-based forecasting approaches, ...
NEON Science
Growth Curve Episode 6: Time-Invariant Covariates
Once an optimal model of linear or nonlinear change has been established, it is often of interest to then incorporate one or more time-invariant covariates (TICs) ...
Curran-Bauer Analytics
Factor Analysis - model representation - part 2
This video provides an introduction into how we represent models in factor analysis. Check out ...
Ben Lambert
Assumptions of Classical Linear Regression Model (Part 2)
Liked this video lecture? Check out the complete course here: https://www.eduspred.com/courses/basic-econometrics-practice-questions?coupon=ytlaunch20 ...
Eduspred
R - Terminology Lecture
Lecturer: Dr. Erin M. Buchanan Fall 2020 https://www.patreon.com/statisticsofdoom This video is part of my structural equation modeling class - you will learn ...
Statistics of DOOM
UGC NET Paper 2 Crash Course | Economics by Simranjit Kaur | Most Expected MCQs
UGC NET Paper 2 Crash Course | Economics by Simranjit Kaur | Most Expected MCQs In this video, Simranjit Ma'am is explaining the concept of economics for ...
Unacademy UGC NET
