Packt Logistic Regression Using Stata-XQZT

By Pacman On Mar 31, 2020

Packt Logistic Regression Using Stata-XQZT | Apps-Tutorials | MP4 | 1.15 GiB

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NFO (Click to Show)

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

File List (Click to Show)

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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