Packt Linear Regression Using Stata-XQZT | Apps-Tutorials | MP4 | 1.25 GiB
1 923 kb/s 1280×720 | AAC 122 kb/s 2 CH eng
Another exquisit release
Packt.Linear.Regression.Using.Stata-XQZT
Title: Linear Regression Using Stata
Publisher: Packt
Size: 1.3G (1340408292 B)
Files: 6F
Date: 03/31/2020
Course #: 9781800207271
Type: N/A
Published: 30 Mar 2020
Modified: N/A
URL: www.packtpub.com/data/linear-regression-using-stata-video
Author: N/A
Duration: 3 hours 22 minutes
Skill: N/A
Exer/Code: [X]
Installation:
Unpack that shit, run that shit
Description:
Stata is one of the leading statistical software packages widely
used in different fields. This course is divided into two parts.
The first part covers the theory behind linear regression in an
intuitive way, and the second part enables you to apply the
theory to practical scenarios using Stata. Dont worry if youre
not from a mathematical background; the course covers only a few
equations in which addition and subtraction are
used.
Youll start by understanding what linear regression is and
when it is used, and then learn the differences between simple
linear regression and multiple linear regression. Youll get to
grips with the output of linear regression, test model
accuracy, and assumptions. Youll also learn how to include
different types of variables in the model, such as
categorical variables and quadratic variables. As you advance,
youll use Stata to fit multiple regression models, produce
graphs that describe model fit and assumptions, and use
variable specific commands that will make the output more
readable. This part assumes basic knowledge of Stata.
By the end of
this course, youll have gained all the knowledge you need to
apply linear regression confidently.
All the codes and
supporting files are available at -
1.3G Linear Regression Using Stata [Video] 308M Linear Regression Using Stata [Video]/1.Simple Linear Regression 39M Linear Regression Using Stata [Video]/1.Simple Linear Regression/01.Introduction.mp4 35M Linear Regression Using Stata [Video]/1.Simple Linear Regression/02.Simple linear regression.mp4 62M Linear Regression Using Stata [Video]/1.Simple Linear Regression/03.The slope.mp4 52M Linear Regression Using Stata [Video]/1.Simple Linear Regression/04.R-squared.mp4 50M Linear Regression Using Stata [Video]/1.Simple Linear Regression/05.The p-value.mp4 16M Linear Regression Using Stata [Video]/1.Simple Linear Regression/06.Model fit.mp4 57M Linear Regression Using Stata [Video]/1.Simple Linear Regression/07.The residuals.mp4 121M Linear Regression Using Stata [Video]/2.Multiple Linear Regression 15M Linear Regression Using Stata [Video]/2.Multiple Linear Regression/08.Multiple linear regression.mp4 44M Linear Regression Using Stata [Video]/2.Multiple Linear Regression/09.The slopes.mp4 13M Linear Regression Using Stata [Video]/2.Multiple Linear Regression/10.R-squared.mp4 11M Linear Regression Using Stata [Video]/2.Multiple Linear Regression/11.The p-value.mp4 40M Linear Regression Using Stata [Video]/2.Multiple Linear Regression/12.Model fit and residuals.mp4 192M Linear Regression Using Stata [Video]/3.Binary, Categorical, and Quadratic Variables 45M Linear Regression Using Stata [Video]/3.Binary, Categorical, and Quadratic Variables/13.Binary variables.mp4 63M Linear Regression Using Stata [Video]/3.Binary, Categorical, and Quadratic Variables/14.Categrical variables.mp4 86M Linear Regression Using Stata [Video]/3.Binary, Categorical, and Quadratic Variables/15.Quadratic variables.mp4 165M Linear Regression Using Stata [Video]/4.Checking Model Fit and Assumptions 23M Linear Regression Using Stata [Video]/4.Checking Model Fit and Assumptions/16.Prediction.mp4 11M Linear Regression Using Stata [Video]/4.Checking Model Fit and Assumptions/17.Normality of residuals.mp4 11M Linear Regression Using Stata [Video]/4.Checking Model Fit and Assumptions/18.Independence of residuals.mp4 10M Linear Regression Using Stata [Video]/4.Checking Model Fit and Assumptions/19.Constant variance.mp4 13M Linear Regression Using Stata [Video]/4.Checking Model Fit and Assumptions/20.Multicolinearity.mp4 15M Linear Regression Using Stata [Video]/4.Checking Model Fit and Assumptions/21.Outliers.mp4 35M Linear Regression Using Stata [Video]/4.Checking Model Fit and Assumptions/22.Influencial observations.mp4 50M Linear Regression Using Stata [Video]/4.Checking Model Fit and Assumptions/23.Selection algorithms.mp4 158M Linear Regression Using Stata [Video]/5.Application - Fitting the Model 26M Linear Regression Using Stata [Video]/5.Application - Fitting the Model/24.Introduction.mp4 9.4M Linear Regression Using Stata [Video]/5.Application - Fitting the Model/25.Simple linear regression.mp4 20M Linear Regression Using Stata [Video]/5.Application - Fitting the Model/26.Model fit.mp4 9.4M Linear Regression Using Stata [Video]/5.Application - Fitting the Model/27.Multiple linear regression.mp4 20M Linear Regression Using Stata [Video]/5.Application - Fitting the Model/28.Model fit.mp4 29M Linear Regression Using Stata [Video]/5.Application - Fitting the Model/29.Binary variables.mp4 16M Linear Regression Using Stata [Video]/5.Application - Fitting the Model/30.Categrical variables.mp4 31M Linear Regression Using Stata [Video]/5.Application - Fitting the Model/31.Quadratic variables.mp4 107M Linear Regression Using Stata [Video]/6.Application - Checking Model Fit and Assumptions 9.4M Linear Regression Using Stata [Video]/6.Application - Checking Model Fit and Assumptions/32.Prediction.mp4 11M Linear Regression Using Stata [Video]/6.Application - Checking Model Fit and Assumptions/33.Normality of residuals.mp4 22M Linear Regression Using Stata [Video]/6.Application - Checking Model Fit and Assumptions/34.Independence of residuals and Constant variance.mp4 4.0M Linear Regression Using Stata [Video]/6.Application - Checking Model Fit and Assumptions/35.Multicolinearity.mp4 22M Linear Regression Using Stata [Video]/6.Application - Checking Model Fit and Assumptions/36.Outliers.mp4 22M Linear Regression Using Stata [Video]/6.Application - Checking Model Fit and Assumptions/37.Influencial observations.mp4 18M Linear Regression Using Stata [Video]/6.Application - Checking Model Fit and Assumptions/38.Selection algorithms.mp4 201M Linear Regression Using Stata [Video]/7.Application - Visualizing the Model 99M Linear Regression Using Stata [Video]/7.Application - Visualizing the Model/39.Introduction.mp4 29M Linear Regression Using Stata [Video]/7.Application - Visualizing the Model/40.One independent variable.mp4 18M Linear Regression Using Stata [Video]/7.Application - Visualizing the Model/41.Two independent variables.mp4 22M Linear Regression Using Stata [Video]/7.Application - Visualizing the Model/42.Three independent variables.mp4 36M Linear Regression Using Stata [Video]/7.Application - Visualizing the Model/43.Quadratic variables.mp4 29M Linear Regression Using Stata [Video]/8.Conclusion - The Project 20M Linear Regression Using Stata [Video]/8.Conclusion - The Project/44.Introduction.mp4 8.4M Linear Regression Using Stata [Video]/8.Conclusion - The Project/45.The project.mp4 612K Linear Regression Using Stata [Video]/Exercise Files 608K Linear Regression Using Stata [Video]/Exercise Files/code_9781800207271.zip 1.3G total
File: 01.Introduction.mp4 Size: 40711065 bytes (38.83 MiB), duration: 00:02:49, avg.bitrate: 1927 kb/s Audio: aac, 48000 Hz, stereo (eng) Video: h264, yuv420p, 1280x720, 29.97 fps(r) (und)
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