Packt Logistic Regression Using Stata-XQZT | Apps-Tutorials | MP4 | 1.15 GiB
1 633 kb/s 1280×720 | AAC 120 kb/s 2 CH eng
Another exquisit release
Packt.Logistic.Regression.Using.Stata-XQZT
Title: Logistic Regression Using Stata
Publisher: Packt
Size: 1.2G (1238206403 B)
Files: 5F
Date: 03/31/2020
Course #: 9781800205987
Type: N/A
Published: 30 Mar 2020
Modified: N/A
URL: www.packtpub.com/data/logistic-regression-using-stata-video
Author: N/A
Duration: 3 hours 37 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 logistic
regression, and the second part enables you to apply the theory to
practical scenarios using Stata.
Starting with an
introduction to contingency tables, youll learn how to
interpret the odds and calculate the odds ratios. Youll then
understand when and how to use the logistic regression
technique. The course covers topics such as model building,
prediction, and assessment of model fit. Additionally, it will
help you get to grips with diagnostics by explaining the
concept of residuals and influential observations. As you
advance, youll be taken through a real-world project to
understand and implement various commands.
By the end of this
course, youll have all the knowledge you need to apply
logistic regression for descriptive statistics.
All codes and
supporting files are available
1.2G Logistic Regression Using Stata [Video] 191M Logistic Regression Using Stata [Video]/1.Contingency Tables 28M Logistic Regression Using Stata [Video]/1.Contingency Tables/01.Introduction.mp4 31M Logistic Regression Using Stata [Video]/1.Contingency Tables/02.Two-by-two tables.mp4 28M Logistic Regression Using Stata [Video]/1.Contingency Tables/03.The odds.mp4 32M Logistic Regression Using Stata [Video]/1.Contingency Tables/04.The odds ratio.mp4 74M Logistic Regression Using Stata [Video]/1.Contingency Tables/05.Two-by-three tables.mp4 366M Logistic Regression Using Stata [Video]/2.Logistic Regression 57M Logistic Regression Using Stata [Video]/2.Logistic Regression/06.Single independent variable.mp4 21M Logistic Regression Using Stata [Video]/2.Logistic Regression/07.Examples.mp4 31M Logistic Regression Using Stata [Video]/2.Logistic Regression/08.Binary variables.mp4 67M Logistic Regression Using Stata [Video]/2.Logistic Regression/09.Multiple independent variables.mp4 93M Logistic Regression Using Stata [Video]/2.Logistic Regression/10.Categorical variables.mp4 37M Logistic Regression Using Stata [Video]/2.Logistic Regression/11.Nonlinearity - Non-graphical test.mp4 64M Logistic Regression Using Stata [Video]/2.Logistic Regression/12.Nonlinearity - Graphical test.mp4 140M Logistic Regression Using Stata [Video]/3.Prediction and Model Fit 20M Logistic Regression Using Stata [Video]/3.Prediction and Model Fit/13.Prediction.mp4 7.5M Logistic Regression Using Stata [Video]/3.Prediction and Model Fit/14.Goodness of fit - Likelihood ratio test.mp4 13M Logistic Regression Using Stata [Video]/3.Prediction and Model Fit/15.Goodness of fit - Hosmer-Lemeshow test.mp4 55M Logistic Regression Using Stata [Video]/3.Prediction and Model Fit/16.Goodness of fit - Classification tables.mp4 8.8M Logistic Regression Using Stata [Video]/3.Prediction and Model Fit/17.Goodness of fit - ROC analysis.mp4 9.8M Logistic Regression Using Stata [Video]/3.Prediction and Model Fit/18.Residuals.mp4 28M Logistic Regression Using Stata [Video]/3.Prediction and Model Fit/19.Influential Observations.mp4 176M Logistic Regression Using Stata [Video]/4.Application - Fitting the Model 12M Logistic Regression Using Stata [Video]/4.Application - Fitting the Model/20.Introduction to the dataset.mp4 10M Logistic Regression Using Stata [Video]/4.Application - Fitting the Model/21.Continuous variables.mp4 4.9M Logistic Regression Using Stata [Video]/4.Application - Fitting the Model/22.Test of linearity - Non-graphical.mp4 24M Logistic Regression Using Stata [Video]/4.Application - Fitting the Model/23.Test of linearity - Graphical.mp4 43M Logistic Regression Using Stata [Video]/4.Application - Fitting the Model/24.Quadratic terms.mp4 15M Logistic Regression Using Stata [Video]/4.Application - Fitting the Model/25.Binary variables.mp4 36M Logistic Regression Using Stata [Video]/4.Application - Fitting the Model/26.Categorical variables - Part 1.mp4 27M Logistic Regression Using Stata [Video]/4.Application - Fitting the Model/27.Categorical variables - Part 2.mp4 6.6M Logistic Regression Using Stata [Video]/4.Application - Fitting the Model/28.Multivariate analysis.mp4 100M Logistic Regression Using Stata [Video]/5.Application - Model Fit 3.6M Logistic Regression Using Stata [Video]/5.Application - Model Fit/29.Goodness of fit - Likelihood ratio test.mp4 4.5M Logistic Regression Using Stata [Video]/5.Application - Model Fit/30.Goodness of fit - Hosmer-Lemeshow test.mp4 27M Logistic Regression Using Stata [Video]/5.Application - Model Fit/31.Goodness of fit - Classification tables.mp4 2.2M Logistic Regression Using Stata [Video]/5.Application - Model Fit/32.Goodness of fit - ROC analysis.mp4 23M Logistic Regression Using Stata [Video]/5.Application - Model Fit/33.Residual analysis.mp4 14M Logistic Regression Using Stata [Video]/5.Application - Model Fit/34.Influential observations.mp4 27M Logistic Regression Using Stata [Video]/5.Application - Model Fit/35.Combining both residuals and influence in one graph.mp4 71M Logistic Regression Using Stata [Video]/6.Application - Visualizing the Model 7.6M Logistic Regression Using Stata [Video]/6.Application - Visualizing the Model/36.Introduction.mp4 23M Logistic Regression Using Stata [Video]/6.Application - Visualizing the Model/37.Non-graphical interpretation.mp4 23M Logistic Regression Using Stata [Video]/6.Application - Visualizing the Model/38.Graphical interpretation - single variable.mp4 19M Logistic Regression Using Stata [Video]/6.Application - Visualizing the Model/39.Graphical interpretation - two variables.mp4 29M Logistic Regression Using Stata [Video]/7.Conclusion 29M Logistic Regression Using Stata [Video]/7.Conclusion/40.Next step.mp4 112M Logistic Regression Using Stata [Video]/Exercise Files 112M Logistic Regression Using Stata [Video]/Exercise Files/code_9781800205987.zip 1.2G total
File: 01.Introduction.mp4 Size: 28878459 bytes (27.54 MiB), duration: 00:02:21, avg.bitrate: 1638 kb/s Audio: aac, 48000 Hz, stereo (eng) Video: h264, yuv420p, 1280x720, 29.97 fps(r) (und)
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