Packt Linear Regression Using Stata-XQZT | Apps-Tutorials | MP4 | 1.25 GiB
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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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