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Title [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]
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Size 3.09GB

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0. (1Hack.Us) Premium Tutorials-Guides-Articles & Community based Forum.url 377B
01.Introduction.mp4 33.82MB
02.Simple linear regression.mp4 49.67MB
03.The slope.mp4 61.80MB
04.R-squared.mp4 51.14MB
05.The p-value.mp4 49.25MB
06.Model fit.mp4 15.12MB
07.The residuals.mp4 56.81MB
08.Multiple linear regression.mp4 43.10MB
09.The slopes.mp4 43.48MB
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10.R-squared.mp4 12.51MB
11.The p-value.mp4 10.94MB
12.Model fit and residuals.mp4 39.72MB
13.Binary variables.mp4 111.79MB
14.Categorical variables.mp4 185.14MB
15.Quadratic variables.mp4 85.24MB
16.Prediction.mp4 22.92MB
17.Normality of residuals.mp4 10.26MB
18.Independence of residuals.mp4 10.07MB
19.Constant variance.mp4 9.94MB
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20.Multicollinearity.mp4 12.46MB
21.Outliers.mp4 14.88MB
22.Influential observations.mp4 34.87MB
23.Selection algorithms.mp4 49.56MB
24.The dataset.mp4 9.99MB
25.Including continuous variables.mp4 31.81MB
26.Including binary variables.mp4 5.96MB
27.Including categorical variables.mp4 5.76MB
28.Multiple regression.mp4 13.10MB
29.Checking model fit.mp4 9.12MB
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30.Checking model assumptions.mp4 19.27MB
31.Multicollinearity.mp4 5.19MB
32.Outliers.mp4 9.29MB
33.Influential observations.mp4 15.93MB
34.Visualizing the result.mp4 8.96MB
35.Two-by-two tables.mp4 30.29MB
36.The odds.mp4 27.36MB
37.The odds ratio.mp4 31.54MB
38.Two-by-three tables.mp4 73.52MB
39.Single independent variable.mp4 152.02MB
40.Examples.mp4 39.90MB
41.Binary variables.mp4 71.67MB
42.Multiple independent variables.mp4 66.07MB
43.Categorical variables.mp4 92.15MB
44.Nonlinearity - Non-graphical test.mp4 36.78MB
45.Nonlinearity - Graphical test.mp4 63.65MB
46.Prediction.mp4 19.23MB
47.Goodness of fit - Likelihood ratio test.mp4 14.08MB
48.Goodness of fit - Hosmer-Lemeshow test.mp4 23.06MB
49.Goodness of fit - Classification tables.mp4 54.64MB
50.Goodness of fit - ROC analysis.mp4 8.76MB
51.Residuals.mp4 9.71MB
52.Influential Observations.mp4 27.16MB
53.The dataset.mp4 11.36MB
54.Continuous variables.mp4 8.67MB
55.Test of linearity - Non-graphical.mp4 5.17MB
56.Test of linearity - Graphical.mp4 16.80MB
57.Binary variables.mp4 6.32MB
58.Categorical variables.mp4 26.03MB
59.Multivariate analysis.mp4 7.22MB
60.Goodness of fit.mp4 17.87MB
61.Residual analysis.mp4 8.16MB
62.Influential observations.mp4 6.77MB
63.Combining both residuals and influence in one graph.mp4 13.73MB
64.Visualizing the result.mp4 7.30MB
65.Count tables.mp4 28.62MB
66.Risk.mp4 16.93MB
67.Inceidence-rate ratio.mp4 20.81MB
68.Two-by-three tables.mp4 36.09MB
69.Single independent variable.mp4 159.42MB
70.Examples.mp4 34.46MB
71.Binary variables.mp4 86.02MB
72.Multiple independent variables.mp4 67.77MB
73.Categorical variables.mp4 79.37MB
74.Exposure.mp4 74.94MB
75.Negative binomial regression.mp4 53.70MB
76.Truncated models.mp4 30.39MB
77.Zero-inflated models.mp4 85.27MB
78.Comparison of models.mp4 28.09MB
79.Predicting the number of events.mp4 12.43MB
80.Predicting probabilities of certain counts.mp4 9.63MB
81.The dataset.mp4 4.05MB
82.Continuous variables.mp4 21.57MB
83.Binary variables.mp4 3.07MB
84.Multivariate analysis.mp4 3.45MB
85.Negative binomial regression.mp4 5.44MB
86.Zero-inflated models.mp4 22.90MB
87.Comparing count models.mp4 10.56MB
88.Visualizing the result.mp4 34.62MB
89.Conclusion.mp4 17.76MB
code_9781800200197.zip 91.52MB
How you can help our Group!.txt 208B
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Netherlands (NL) 2
Turkey (TR) 2
Dominican Republic (DO) 1
Colombia (CO) 1
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