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[FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]
magnet:?xt=urn:btih:cb43c016839b9d70bc771fdfda702f2fa61d88ce&dn=[FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]
磁力链接详情
Hash值:
cb43c016839b9d70bc771fdfda702f2fa61d88ce
点击数:
156
文件大小:
3 GB
文件数量:
89
创建日期:
2020-9-22 21:27
最后访问:
2024-9-1 01:27
访问标签:
FreeCoursesOnline
Me
PacktPub
-
Understanding
Regression
Techniques
Video
文件列表详情
1.Simple Linear Regression/01.Introduction.mp4 33.82 MB
1.Simple Linear Regression/02.Simple linear regression.mp4 49.67 MB
1.Simple Linear Regression/03.The slope.mp4 61.8 MB
1.Simple Linear Regression/04.R-squared.mp4 51.14 MB
1.Simple Linear Regression/05.The p-value.mp4 49.25 MB
1.Simple Linear Regression/06.Model fit.mp4 15.12 MB
1.Simple Linear Regression/07.The residuals.mp4 56.81 MB
10.Count Models - Count Tables/65.Count tables.mp4 28.62 MB
10.Count Models - Count Tables/66.Risk.mp4 16.93 MB
10.Count Models - Count Tables/67.Inceidence-rate ratio.mp4 20.81 MB
10.Count Models - Count Tables/68.Two-by-three tables.mp4 36.09 MB
11.Poisson Regression/69.Single independent variable.mp4 159.42 MB
11.Poisson Regression/70.Examples.mp4 34.46 MB
11.Poisson Regression/71.Binary variables.mp4 86.02 MB
11.Poisson Regression/72.Multiple independent variables.mp4 67.77 MB
11.Poisson Regression/73.Categorical variables.mp4 79.37 MB
11.Poisson Regression/74.Exposure.mp4 74.94 MB
12.Other Count Models/75.Negative binomial regression.mp4 53.7 MB
12.Other Count Models/76.Truncated models.mp4 30.39 MB
12.Other Count Models/77.Zero-inflated models.mp4 85.27 MB
12.Other Count Models/78.Comparison of models.mp4 28.09 MB
13.Prediction/79.Predicting the number of events.mp4 12.43 MB
13.Prediction/80.Predicting probabilities of certain counts.mp4 9.63 MB
14.Count Model Case Study/81.The dataset.mp4 4.05 MB
14.Count Model Case Study/82.Continuous variables.mp4 21.57 MB
14.Count Model Case Study/83.Binary variables.mp4 3.07 MB
14.Count Model Case Study/84.Multivariate analysis.mp4 3.45 MB
14.Count Model Case Study/85.Negative binomial regression.mp4 5.44 MB
14.Count Model Case Study/86.Zero-inflated models.mp4 22.9 MB
14.Count Model Case Study/87.Comparing count models.mp4 10.56 MB
14.Count Model Case Study/88.Visualizing the result.mp4 34.62 MB
15.Conclusion/89.Conclusion.mp4 17.76 MB
2.Multiple linear regression/08.Multiple linear regression.mp4 43.1 MB
2.Multiple linear regression/09.The slopes.mp4 43.48 MB
2.Multiple linear regression/10.R-squared.mp4 12.51 MB
2.Multiple linear regression/11.The p-value.mp4 10.94 MB
2.Multiple linear regression/12.Model fit and residuals.mp4 39.72 MB
3.Linear Regression - Binary, Categorical, and Quadratic Variables/13.Binary variables.mp4 111.79 MB
3.Linear Regression - Binary, Categorical, and Quadratic Variables/14.Categorical variables.mp4 185.14 MB
3.Linear Regression - Binary, Categorical, and Quadratic Variables/15.Quadratic variables.mp4 85.24 MB
4.Linear Regression - Checking Model Fit and Assumptions/16.Prediction.mp4 22.92 MB
4.Linear Regression - Checking Model Fit and Assumptions/17.Normality of residuals.mp4 10.26 MB
4.Linear Regression - Checking Model Fit and Assumptions/18.Independence of residuals.mp4 10.07 MB
4.Linear Regression - Checking Model Fit and Assumptions/19.Constant variance.mp4 9.94 MB
4.Linear Regression - Checking Model Fit and Assumptions/20.Multicollinearity.mp4 12.46 MB
4.Linear Regression - Checking Model Fit and Assumptions/21.Outliers.mp4 14.88 MB
4.Linear Regression - Checking Model Fit and Assumptions/22.Influential observations.mp4 34.87 MB
4.Linear Regression - Checking Model Fit and Assumptions/23.Selection algorithms.mp4 49.56 MB
5.Linear Regression Case Study/24.The dataset.mp4 9.99 MB
5.Linear Regression Case Study/25.Including continuous variables.mp4 31.81 MB
5.Linear Regression Case Study/26.Including binary variables.mp4 5.96 MB
5.Linear Regression Case Study/27.Including categorical variables.mp4 5.76 MB
5.Linear Regression Case Study/28.Multiple regression.mp4 13.1 MB
5.Linear Regression Case Study/29.Checking model fit.mp4 9.12 MB
5.Linear Regression Case Study/30.Checking model assumptions.mp4 19.27 MB
5.Linear Regression Case Study/31.Multicollinearity.mp4 5.19 MB
5.Linear Regression Case Study/32.Outliers.mp4 9.29 MB
5.Linear Regression Case Study/33.Influential observations.mp4 15.93 MB
5.Linear Regression Case Study/34.Visualizing the result.mp4 8.96 MB
6.Logistic Regression - Contingency Tables/35.Two-by-two tables.mp4 30.29 MB
6.Logistic Regression - Contingency Tables/36.The odds.mp4 27.36 MB
6.Logistic Regression - Contingency Tables/37.The odds ratio.mp4 31.54 MB
6.Logistic Regression - Contingency Tables/38.Two-by-three tables.mp4 73.52 MB
7.Logistic Regression Models/39.Single independent variable.mp4 152.02 MB
7.Logistic Regression Models/40.Examples.mp4 39.9 MB
7.Logistic Regression Models/41.Binary variables.mp4 71.67 MB
7.Logistic Regression Models/42.Multiple independent variables.mp4 66.07 MB
7.Logistic Regression Models/43.Categorical variables.mp4 92.15 MB
7.Logistic Regression Models/44.Nonlinearity - Non-graphical test.mp4 36.78 MB
7.Logistic Regression Models/45.Nonlinearity - Graphical test.mp4 63.65 MB
8.Logistic Regression - Prediction and Model Fit/46.Prediction.mp4 19.23 MB
8.Logistic Regression - Prediction and Model Fit/47.Goodness of fit - Likelihood ratio test.mp4 14.08 MB
8.Logistic Regression - Prediction and Model Fit/48.Goodness of fit - Hosmer-Lemeshow test.mp4 23.06 MB
8.Logistic Regression - Prediction and Model Fit/49.Goodness of fit - Classification tables.mp4 54.64 MB
8.Logistic Regression - Prediction and Model Fit/50.Goodness of fit - ROC analysis.mp4 8.76 MB
8.Logistic Regression - Prediction and Model Fit/51.Residuals.mp4 9.71 MB
8.Logistic Regression - Prediction and Model Fit/52.Influential Observations.mp4 27.16 MB
9.Logistic Regression Case Study/53.The dataset.mp4 11.36 MB
9.Logistic Regression Case Study/54.Continuous variables.mp4 8.67 MB
9.Logistic Regression Case Study/55.Test of linearity - Non-graphical.mp4 5.17 MB
9.Logistic Regression Case Study/56.Test of linearity - Graphical.mp4 16.8 MB
9.Logistic Regression Case Study/57.Binary variables.mp4 6.32 MB
9.Logistic Regression Case Study/58.Categorical variables.mp4 26.03 MB
9.Logistic Regression Case Study/59.Multivariate analysis.mp4 7.22 MB
9.Logistic Regression Case Study/60.Goodness of fit.mp4 17.87 MB
9.Logistic Regression Case Study/61.Residual analysis.mp4 8.16 MB
9.Logistic Regression Case Study/62.Influential observations.mp4 6.77 MB
9.Logistic Regression Case Study/63.Combining both residuals and influence in one graph.mp4 13.73 MB
9.Logistic Regression Case Study/64.Visualizing the result.mp4 7.3 MB
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