[FreeCoursesOnline Me] PacktPub Understanding Regression Techniques [Video]
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[FreeCoursesOnline Me] PacktPub Understanding Regression Techniques [Video]
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Torrent File Content (95 files)
[FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]
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How you can help our Group!.txt -
208 bytes
1.Simple Linear Regression
01.Introduction.mp4 -
01.Introduction.mp4 -
33.82 MB
02.Simple linear regression.mp4 -
49.67 MB
03.The slope.mp4 -
61.8 MB
04.R-squared.mp4 -
51.14 MB
05.The p-value.mp4 -
49.25 MB
06.Model fit.mp4 -
15.12 MB
07.The residuals.mp4 -
56.81 MB
10.Count Models - Count Tables
65.Count tables.mp4 -
65.Count tables.mp4 -
28.62 MB
66.Risk.mp4 -
16.93 MB
67.Inceidence-rate ratio.mp4 -
20.81 MB
68.Two-by-three tables.mp4 -
36.09 MB
11.Poisson Regression
69.Single independent variable.mp4 -
69.Single independent variable.mp4 -
159.42 MB
70.Examples.mp4 -
34.46 MB
71.Binary variables.mp4 -
86.02 MB
72.Multiple independent variables.mp4 -
67.77 MB
73.Categorical variables.mp4 -
79.37 MB
74.Exposure.mp4 -
74.94 MB
12.Other Count Models
75.Negative binomial regression.mp4 -
75.Negative binomial regression.mp4 -
53.7 MB
76.Truncated models.mp4 -
30.39 MB
77.Zero-inflated models.mp4 -
85.27 MB
78.Comparison of models.mp4 -
28.09 MB
13.Prediction
79.Predicting the number of events.mp4 -
79.Predicting the number of events.mp4 -
12.43 MB
80.Predicting probabilities of certain counts.mp4 -
9.63 MB
14.Count Model Case Study
81.The dataset.mp4 -
81.The dataset.mp4 -
4.05 MB
82.Continuous variables.mp4 -
21.57 MB
83.Binary variables.mp4 -
3.07 MB
84.Multivariate analysis.mp4 -
3.45 MB
85.Negative binomial regression.mp4 -
5.44 MB
86.Zero-inflated models.mp4 -
22.9 MB
87.Comparing count models.mp4 -
10.56 MB
88.Visualizing the result.mp4 -
34.62 MB
15.Conclusion
89.Conclusion.mp4 -
89.Conclusion.mp4 -
17.76 MB
2.Multiple linear regression
08.Multiple linear regression.mp4 -
08.Multiple linear regression.mp4 -
43.1 MB
09.The slopes.mp4 -
43.48 MB
10.R-squared.mp4 -
12.51 MB
11.The p-value.mp4 -
10.94 MB
12.Model fit and residuals.mp4 -
39.72 MB
3.Linear Regression - Binary, Categorical, and Quadratic Variables
13.Binary variables.mp4 -
13.Binary variables.mp4 -
111.79 MB
14.Categorical variables.mp4 -
185.14 MB
15.Quadratic variables.mp4 -
85.24 MB
4.Linear Regression - Checking Model Fit and Assumptions
16.Prediction.mp4 -
16.Prediction.mp4 -
22.92 MB
17.Normality of residuals.mp4 -
10.26 MB
18.Independence of residuals.mp4 -
10.07 MB
19.Constant variance.mp4 -
9.94 MB
20.Multicollinearity.mp4 -
12.46 MB
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