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[FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]

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1.Simple Linear Regression/01.Introduction.mp4
34 MB
1.Simple Linear Regression/02.Simple linear regression.mp4
50 MB
1.Simple Linear Regression/03.The slope.mp4
62 MB
1.Simple Linear Regression/04.R-squared.mp4
51 MB
1.Simple Linear Regression/05.The p-value.mp4
49 MB
1.Simple Linear Regression/06.Model fit.mp4
15 MB
1.Simple Linear Regression/07.The residuals.mp4
57 MB
10.Count Models - Count Tables/65.Count tables.mp4
29 MB
10.Count Models - Count Tables/66.Risk.mp4
17 MB
10.Count Models - Count Tables/67.Inceidence-rate ratio.mp4
21 MB
10.Count Models - Count Tables/68.Two-by-three tables.mp4
36 MB
11.Poisson Regression/69.Single independent variable.mp4
159 MB
11.Poisson Regression/70.Examples.mp4
34 MB
11.Poisson Regression/71.Binary variables.mp4
86 MB
11.Poisson Regression/72.Multiple independent variables.mp4
68 MB
11.Poisson Regression/73.Categorical variables.mp4
79 MB
11.Poisson Regression/74.Exposure.mp4
75 MB
12.Other Count Models/75.Negative binomial regression.mp4
54 MB
12.Other Count Models/76.Truncated models.mp4
30 MB
12.Other Count Models/77.Zero-inflated models.mp4
85 MB
12.Other Count Models/78.Comparison of models.mp4
28 MB
13.Prediction/79.Predicting the number of events.mp4
12 MB
13.Prediction/80.Predicting probabilities of certain counts.mp4
9.6 MB
14.Count Model Case Study/81.The dataset.mp4
4.0 MB
14.Count Model Case Study/82.Continuous variables.mp4
22 MB
14.Count Model Case Study/83.Binary variables.mp4
3.1 MB
14.Count Model Case Study/84.Multivariate analysis.mp4
3.5 MB
14.Count Model Case Study/85.Negative binomial regression.mp4
5.4 MB
14.Count Model Case Study/86.Zero-inflated models.mp4
23 MB
14.Count Model Case Study/87.Comparing count models.mp4
11 MB
14.Count Model Case Study/88.Visualizing the result.mp4
35 MB
15.Conclusion/89.Conclusion.mp4
18 MB
2.Multiple linear regression/08.Multiple linear regression.mp4
43 MB
2.Multiple linear regression/09.The slopes.mp4
44 MB
2.Multiple linear regression/10.R-squared.mp4
12 MB
2.Multiple linear regression/11.The p-value.mp4
11 MB
2.Multiple linear regression/12.Model fit and residuals.mp4
40 MB
3.Linear Regression - Binary, Categorical, and Quadratic Variables/13.Binary variables.mp4
112 MB
3.Linear Regression - Binary, Categorical, and Quadratic Variables/14.Categorical variables.mp4
185 MB
3.Linear Regression - Binary, Categorical, and Quadratic Variables/15.Quadratic variables.mp4
85 MB
4.Linear Regression - Checking Model Fit and Assumptions/16.Prediction.mp4
23 MB
4.Linear Regression - Checking Model Fit and Assumptions/17.Normality of residuals.mp4
10 MB
4.Linear Regression - Checking Model Fit and Assumptions/18.Independence of residuals.mp4
10 MB
4.Linear Regression - Checking Model Fit and Assumptions/19.Constant variance.mp4
9.9 MB
4.Linear Regression - Checking Model Fit and Assumptions/20.Multicollinearity.mp4
12 MB
4.Linear Regression - Checking Model Fit and Assumptions/21.Outliers.mp4
15 MB
4.Linear Regression - Checking Model Fit and Assumptions/22.Influential observations.mp4
35 MB
4.Linear Regression - Checking Model Fit and Assumptions/23.Selection algorithms.mp4
50 MB
5.Linear Regression Case Study/24.The dataset.mp4
10 MB
5.Linear Regression Case Study/25.Including continuous variables.mp4
32 MB
5.Linear Regression Case Study/26.Including binary variables.mp4
6.0 MB
5.Linear Regression Case Study/27.Including categorical variables.mp4
5.8 MB
5.Linear Regression Case Study/28.Multiple regression.mp4
13 MB
5.Linear Regression Case Study/29.Checking model fit.mp4
9.1 MB
5.Linear Regression Case Study/30.Checking model assumptions.mp4
19 MB
5.Linear Regression Case Study/31.Multicollinearity.mp4
5.2 MB
5.Linear Regression Case Study/32.Outliers.mp4
9.3 MB
5.Linear Regression Case Study/33.Influential observations.mp4
16 MB
5.Linear Regression Case Study/34.Visualizing the result.mp4
9.0 MB
6.Logistic Regression - Contingency Tables/35.Two-by-two tables.mp4
30 MB
6.Logistic Regression - Contingency Tables/36.The odds.mp4
27 MB
6.Logistic Regression - Contingency Tables/37.The odds ratio.mp4
32 MB
6.Logistic Regression - Contingency Tables/38.Two-by-three tables.mp4
74 MB
7.Logistic Regression Models/39.Single independent variable.mp4
152 MB
7.Logistic Regression Models/40.Examples.mp4
40 MB
7.Logistic Regression Models/41.Binary variables.mp4
72 MB
7.Logistic Regression Models/42.Multiple independent variables.mp4
66 MB
7.Logistic Regression Models/43.Categorical variables.mp4
92 MB
7.Logistic Regression Models/44.Nonlinearity - Non-graphical test.mp4
37 MB
7.Logistic Regression Models/45.Nonlinearity - Graphical test.mp4
64 MB
8.Logistic Regression - Prediction and Model Fit/46.Prediction.mp4
19 MB
8.Logistic Regression - Prediction and Model Fit/47.Goodness of fit - Likelihood ratio test.mp4
14 MB
8.Logistic Regression - Prediction and Model Fit/48.Goodness of fit - Hosmer-Lemeshow test.mp4
23 MB
8.Logistic Regression - Prediction and Model Fit/49.Goodness of fit - Classification tables.mp4
55 MB
8.Logistic Regression - Prediction and Model Fit/50.Goodness of fit - ROC analysis.mp4
8.8 MB
8.Logistic Regression - Prediction and Model Fit/51.Residuals.mp4
9.7 MB
8.Logistic Regression - Prediction and Model Fit/52.Influential Observations.mp4
27 MB
9.Logistic Regression Case Study/53.The dataset.mp4
11 MB
9.Logistic Regression Case Study/54.Continuous variables.mp4
8.7 MB
9.Logistic Regression Case Study/55.Test of linearity - Non-graphical.mp4
5.2 MB
9.Logistic Regression Case Study/56.Test of linearity - Graphical.mp4
17 MB
9.Logistic Regression Case Study/57.Binary variables.mp4
6.3 MB
9.Logistic Regression Case Study/58.Categorical variables.mp4
26 MB
9.Logistic Regression Case Study/59.Multivariate analysis.mp4
7.2 MB
9.Logistic Regression Case Study/60.Goodness of fit.mp4
18 MB
9.Logistic Regression Case Study/61.Residual analysis.mp4
8.2 MB
9.Logistic Regression Case Study/62.Influential observations.mp4
6.8 MB
9.Logistic Regression Case Study/63.Combining both residuals and influence in one graph.mp4
14 MB
9.Logistic Regression Case Study/64.Visualizing the result.mp4
7.3 MB
Exercise Files/code_9781800200197.zip
92 MB