FreeCoursesOnline Me PacktPub Understanding Regression Techniques Video

FreeCoursesOnline Me PacktPub Understanding Regression Techniques Video

Name	[FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.3 GB
Total Files	95
Last Seen	2025-05-19 00:44
Hash	CB43C016839B9D70BC771FDFDA702F2FA61D88CE

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/1.Simple Linear Regression/
01.Introduction.mp4	35.5 MB
02.Simple linear regression.mp4	52.1 MB
03.The slope.mp4	64.8 MB
04.R-squared.mp4	53.6 MB
05.The p-value.mp4	51.6 MB
06.Model fit.mp4	15.9 MB
07.The residuals.mp4	59.6 MB
/10.Count Models - Count Tables/
65.Count tables.mp4	30.0 MB
66.Risk.mp4	17.8 MB
67.Inceidence-rate ratio.mp4	21.8 MB
68.Two-by-three tables.mp4	37.8 MB
/11.Poisson Regression/
69.Single independent variable.mp4	167.2 MB
70.Examples.mp4	36.1 MB
71.Binary variables.mp4	90.2 MB
72.Multiple independent variables.mp4	71.1 MB
73.Categorical variables.mp4	83.2 MB
74.Exposure.mp4	78.6 MB
/12.Other Count Models/
75.Negative binomial regression.mp4	56.3 MB
76.Truncated models.mp4	31.9 MB
77.Zero-inflated models.mp4	89.4 MB
78.Comparison of models.mp4	29.5 MB
/13.Prediction/
79.Predicting the number of events.mp4	13.0 MB
80.Predicting probabilities of certain counts.mp4	10.1 MB
/14.Count Model Case Study/
81.The dataset.mp4	4.2 MB
82.Continuous variables.mp4	22.6 MB
83.Binary variables.mp4	3.2 MB
84.Multivariate analysis.mp4	3.6 MB
85.Negative binomial regression.mp4	5.7 MB
86.Zero-inflated models.mp4	24.0 MB
87.Comparing count models.mp4	11.1 MB
88.Visualizing the result.mp4	36.3 MB
/15.Conclusion/
89.Conclusion.mp4	18.6 MB
/2.Multiple linear regression/
08.Multiple linear regression.mp4	45.2 MB
09.The slopes.mp4	45.6 MB
10.R-squared.mp4	13.1 MB
11.The p-value.mp4	11.5 MB
12.Model fit and residuals.mp4	41.7 MB
/3.Linear Regression - Binary, Categorical, and Quadratic Variables/
13.Binary variables.mp4	117.2 MB
14.Categorical variables.mp4	194.1 MB
15.Quadratic variables.mp4	89.4 MB
/4.Linear Regression - Checking Model Fit and Assumptions/
16.Prediction.mp4	24.0 MB
17.Normality of residuals.mp4	10.8 MB
18.Independence of residuals.mp4	10.6 MB
19.Constant variance.mp4	10.4 MB
20.Multicollinearity.mp4	13.1 MB
21.Outliers.mp4	15.6 MB
22.Influential observations.mp4	36.6 MB
23.Selection algorithms.mp4	52.0 MB
/5.Linear Regression Case Study/
24.The dataset.mp4	10.5 MB
25.Including continuous variables.mp4	33.4 MB
26.Including binary variables.mp4	6.3 MB
27.Including categorical variables.mp4	6.0 MB
28.Multiple regression.mp4	13.7 MB
29.Checking model fit.mp4	9.6 MB
30.Checking model assumptions.mp4	20.2 MB
31.Multicollinearity.mp4	5.4 MB
32.Outliers.mp4	9.7 MB
33.Influential observations.mp4	16.7 MB
34.Visualizing the result.mp4	9.4 MB
/6.Logistic Regression - Contingency Tables/
35.Two-by-two tables.mp4	31.8 MB
36.The odds.mp4	28.7 MB
37.The odds ratio.mp4	33.1 MB
38.Two-by-three tables.mp4	77.1 MB
/7.Logistic Regression Models/
39.Single independent variable.mp4	159.4 MB
40.Examples.mp4	41.8 MB
41.Binary variables.mp4	75.2 MB
42.Multiple independent variables.mp4	69.3 MB
43.Categorical variables.mp4	96.6 MB
44.Nonlinearity - Non-graphical test.mp4	38.6 MB
45.Nonlinearity - Graphical test.mp4	66.7 MB
/8.Logistic Regression - Prediction and Model Fit/
46.Prediction.mp4	20.2 MB
47.Goodness of fit - Likelihood ratio test.mp4	14.8 MB
48.Goodness of fit - Hosmer-Lemeshow test.mp4	24.2 MB
49.Goodness of fit - Classification tables.mp4	57.3 MB
50.Goodness of fit - ROC analysis.mp4	9.2 MB
51.Residuals.mp4	10.2 MB
52.Influential Observations.mp4	28.5 MB
/9.Logistic Regression Case Study/
53.The dataset.mp4	11.9 MB
54.Continuous variables.mp4	9.1 MB
55.Test of linearity - Non-graphical.mp4	5.4 MB
56.Test of linearity - Graphical.mp4	17.6 MB
57.Binary variables.mp4	6.6 MB
58.Categorical variables.mp4	27.3 MB
59.Multivariate analysis.mp4	7.6 MB
60.Goodness of fit.mp4	18.7 MB
61.Residual analysis.mp4	8.6 MB
62.Influential observations.mp4	7.1 MB
63.Combining both residuals and influence in one graph.mp4	14.4 MB
64.Visualizing the result.mp4	7.7 MB
/Exercise Files/
code_9781800200197.zip	96.0 MB
Total files 95