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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/1.Simple Linear Regression/01.Introduction.mp4 |
33.8 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/1.Simple Linear Regression/02.Simple linear regression.mp4 |
49.7 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/1.Simple Linear Regression/03.The slope.mp4 |
61.8 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/1.Simple Linear Regression/04.R-squared.mp4 |
51.1 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/1.Simple Linear Regression/05.The p-value.mp4 |
49.3 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/1.Simple Linear Regression/06.Model fit.mp4 |
15.1 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/1.Simple Linear Regression/07.The residuals.mp4 |
56.8 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/10.Count Models - Count Tables/65.Count tables.mp4 |
28.6 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/10.Count Models - Count Tables/66.Risk.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/10.Count Models - Count Tables/67.Inceidence-rate ratio.mp4 |
20.8 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/10.Count Models - Count Tables/68.Two-by-three tables.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/11.Poisson Regression/69.Single independent variable.mp4 |
159.4 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/11.Poisson Regression/70.Examples.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/11.Poisson Regression/71.Binary variables.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/11.Poisson Regression/72.Multiple independent variables.mp4 |
67.8 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/11.Poisson Regression/73.Categorical variables.mp4 |
79.4 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/11.Poisson Regression/74.Exposure.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/12.Other Count Models/75.Negative binomial regression.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/12.Other Count Models/76.Truncated models.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/12.Other Count Models/77.Zero-inflated models.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/12.Other Count Models/78.Comparison of models.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/13.Prediction/79.Predicting the number of events.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/13.Prediction/80.Predicting probabilities of certain counts.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/14.Count Model Case Study/81.The dataset.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/14.Count Model Case Study/82.Continuous variables.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/14.Count Model Case Study/83.Binary variables.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/14.Count Model Case Study/84.Multivariate analysis.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/14.Count Model Case Study/85.Negative binomial regression.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/14.Count Model Case Study/86.Zero-inflated models.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/14.Count Model Case Study/88.Visualizing the result.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/15.Conclusion/89.Conclusion.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/2.Multiple linear regression/08.Multiple linear regression.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/2.Multiple linear regression/09.The slopes.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/2.Multiple linear regression/10.R-squared.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/2.Multiple linear regression/11.The p-value.mp4 |
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111.8 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/3.Linear Regression - Binary, Categorical, and Quadratic Variables/14.Categorical variables.mp4 |
185.1 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/3.Linear Regression - Binary, Categorical, and Quadratic Variables/15.Quadratic variables.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/4.Linear Regression - Checking Model Fit and Assumptions/16.Prediction.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/4.Linear Regression - Checking Model Fit and Assumptions/17.Normality of residuals.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/4.Linear Regression - Checking Model Fit and Assumptions/18.Independence of residuals.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/4.Linear Regression - Checking Model Fit and Assumptions/19.Constant variance.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/4.Linear Regression - Checking Model Fit and Assumptions/20.Multicollinearity.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/4.Linear Regression - Checking Model Fit and Assumptions/21.Outliers.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/4.Linear Regression - Checking Model Fit and Assumptions/22.Influential observations.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/5.Linear Regression Case Study/24.The dataset.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/5.Linear Regression Case Study/25.Including continuous variables.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/5.Linear Regression Case Study/26.Including binary variables.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/5.Linear Regression Case Study/28.Multiple regression.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/5.Linear Regression Case Study/29.Checking model fit.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/5.Linear Regression Case Study/30.Checking model assumptions.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/5.Linear Regression Case Study/31.Multicollinearity.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/5.Linear Regression Case Study/32.Outliers.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/5.Linear Regression Case Study/33.Influential observations.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/5.Linear Regression Case Study/34.Visualizing the result.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/6.Logistic Regression - Contingency Tables/35.Two-by-two tables.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/7.Logistic Regression Models/39.Single independent variable.mp4 |
152 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/7.Logistic Regression Models/40.Examples.mp4 |
39.9 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/7.Logistic Regression Models/41.Binary variables.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/7.Logistic Regression Models/44.Nonlinearity - Non-graphical test.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/7.Logistic Regression Models/45.Nonlinearity - Graphical test.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/8.Logistic Regression - Prediction and Model Fit/46.Prediction.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/8.Logistic Regression - Prediction and Model Fit/47.Goodness of fit - Likelihood ratio test.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/8.Logistic Regression - Prediction and Model Fit/48.Goodness of fit - Hosmer-Lemeshow test.mp4 |
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54.6 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/8.Logistic Regression - Prediction and Model Fit/50.Goodness of fit - ROC analysis.mp4 |
8.8 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/8.Logistic Regression - Prediction and Model Fit/51.Residuals.mp4 |
9.7 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/8.Logistic Regression - Prediction and Model Fit/52.Influential Observations.mp4 |
27.2 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/9.Logistic Regression Case Study/53.The dataset.mp4 |
11.4 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/9.Logistic Regression Case Study/54.Continuous variables.mp4 |
8.7 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/9.Logistic Regression Case Study/55.Test of linearity - Non-graphical.mp4 |
5.2 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/9.Logistic Regression Case Study/56.Test of linearity - Graphical.mp4 |
16.8 MB |
| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/9.Logistic Regression Case Study/57.Binary variables.mp4 |
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| [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]/9.Logistic Regression Case Study/61.Residual analysis.mp4 |
8.2 MB |
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