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


[FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]
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 Other
Date:
04/11/20 at 12:12am GMT+1
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Unknown
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File size:
3.1 GB in 91 files

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  This torrent has been verified.

Infohash:
cb43c016839b9d70bc771fdfda702f2fa61d88ce


File list

  • [FreeCoursesOnline.Me] PacktPub - Understanding Regression Techniques [Video]
  • icon 0. Websites you may like/How you can help our Group!.txt 208 B
    icon 1.Simple Linear Regression/01.Introduction.mp4 33.8 MB
    icon 1.Simple Linear Regression/02.Simple linear regression.mp4 49.7 MB
    icon 1.Simple Linear Regression/03.The slope.mp4 61.8 MB
    icon 1.Simple Linear Regression/04.R-squared.mp4 51.1 MB
    icon 1.Simple Linear Regression/05.The p-value.mp4 49.3 MB
    icon 1.Simple Linear Regression/06.Model fit.mp4 15.1 MB
    icon 1.Simple Linear Regression/07.The residuals.mp4 56.8 MB
    icon 10.Count Models - Count Tables/65.Count tables.mp4 28.6 MB
    icon 10.Count Models - Count Tables/66.Risk.mp4 16.9 MB
    icon 10.Count Models - Count Tables/67.Inceidence-rate ratio.mp4 20.8 MB
    icon 10.Count Models - Count Tables/68.Two-by-three tables.mp4 36.1 MB
    icon 11.Poisson Regression/69.Single independent variable.mp4 159.4 MB
    icon 11.Poisson Regression/70.Examples.mp4 34.5 MB
    icon 11.Poisson Regression/71.Binary variables.mp4 86 MB
    icon 11.Poisson Regression/72.Multiple independent variables.mp4 67.8 MB
    icon 11.Poisson Regression/73.Categorical variables.mp4 79.4 MB
    icon 11.Poisson Regression/74.Exposure.mp4 74.9 MB
    icon 12.Other Count Models/75.Negative binomial regression.mp4 53.7 MB
    icon 12.Other Count Models/76.Truncated models.mp4 30.4 MB
    icon 12.Other Count Models/77.Zero-inflated models.mp4 85.3 MB
    icon 12.Other Count Models/78.Comparison of models.mp4 28.1 MB
    icon 13.Prediction/79.Predicting the number of events.mp4 12.4 MB
    icon 13.Prediction/80.Predicting probabilities of certain counts.mp4 9.6 MB
    icon 14.Count Model Case Study/81.The dataset.mp4 4 MB
    icon 14.Count Model Case Study/82.Continuous variables.mp4 21.6 MB
    icon 14.Count Model Case Study/83.Binary variables.mp4 3.1 MB
    icon 14.Count Model Case Study/84.Multivariate analysis.mp4 3.5 MB
    icon 14.Count Model Case Study/85.Negative binomial regression.mp4 5.4 MB
    icon 14.Count Model Case Study/86.Zero-inflated models.mp4 22.9 MB
    icon 14.Count Model Case Study/87.Comparing count models.mp4 10.6 MB
    icon 14.Count Model Case Study/88.Visualizing the result.mp4 34.6 MB
    icon 15.Conclusion/89.Conclusion.mp4 17.8 MB
    icon 2.Multiple linear regression/08.Multiple linear regression.mp4 43.1 MB
    icon 2.Multiple linear regression/09.The slopes.mp4 43.5 MB
    icon 2.Multiple linear regression/10.R-squared.mp4 12.5 MB
    icon 2.Multiple linear regression/11.The p-value.mp4 10.9 MB
    icon 2.Multiple linear regression/12.Model fit and residuals.mp4 39.7 MB
    icon 3.Linear Regression - Binary, Categorical, and Quadratic Variables/13.Binary variables.mp4 111.8 MB
    icon 3.Linear Regression - Binary, Categorical, and Quadratic Variables/14.Categorical variables.mp4 185.1 MB
    icon 3.Linear Regression - Binary, Categorical, and Quadratic Variables/15.Quadratic variables.mp4 85.2 MB
    icon 4.Linear Regression - Checking Model Fit and Assumptions/16.Prediction.mp4 22.9 MB
    icon 4.Linear Regression - Checking Model Fit and Assumptions/17.Normality of residuals.mp4 10.3 MB
    icon 4.Linear Regression - Checking Model Fit and Assumptions/18.Independence of residuals.mp4 10.1 MB
    icon 4.Linear Regression - Checking Model Fit and Assumptions/19.Constant variance.mp4 9.9 MB
    icon 4.Linear Regression - Checking Model Fit and Assumptions/20.Multicollinearity.mp4 12.5 MB
    icon 4.Linear Regression - Checking Model Fit and Assumptions/21.Outliers.mp4 14.9 MB
    icon 4.Linear Regression - Checking Model Fit and Assumptions/22.Influential observations.mp4 34.9 MB
    icon 4.Linear Regression - Checking Model Fit and Assumptions/23.Selection algorithms.mp4 49.6 MB
    icon 5.Linear Regression Case Study/24.The dataset.mp4 10 MB
    icon 5.Linear Regression Case Study/25.Including continuous variables.mp4 31.8 MB
    icon 5.Linear Regression Case Study/26.Including binary variables.mp4 6 MB
    icon 5.Linear Regression Case Study/27.Including categorical variables.mp4 5.8 MB
    icon 5.Linear Regression Case Study/28.Multiple regression.mp4 13.1 MB
    icon 5.Linear Regression Case Study/29.Checking model fit.mp4 9.1 MB
    icon 5.Linear Regression Case Study/30.Checking model assumptions.mp4 19.3 MB
    icon 5.Linear Regression Case Study/31.Multicollinearity.mp4 5.2 MB
    icon 5.Linear Regression Case Study/32.Outliers.mp4 9.3 MB
    icon 5.Linear Regression Case Study/33.Influential observations.mp4 15.9 MB
    icon 5.Linear Regression Case Study/34.Visualizing the result.mp4 9 MB
    icon 6.Logistic Regression - Contingency Tables/35.Two-by-two tables.mp4 30.3 MB
    icon 6.Logistic Regression - Contingency Tables/36.The odds.mp4 27.4 MB
    icon 6.Logistic Regression - Contingency Tables/37.The odds ratio.mp4 31.5 MB
    icon 6.Logistic Regression - Contingency Tables/38.Two-by-three tables.mp4 73.5 MB
    icon 7.Logistic Regression Models/39.Single independent variable.mp4 152 MB
    icon 7.Logistic Regression Models/40.Examples.mp4 39.9 MB
    icon 7.Logistic Regression Models/41.Binary variables.mp4 71.7 MB
    icon 7.Logistic Regression Models/42.Multiple independent variables.mp4 66.1 MB
    icon 7.Logistic Regression Models/43.Categorical variables.mp4 92.2 MB
    icon 7.Logistic Regression Models/44.Nonlinearity - Non-graphical test.mp4 36.8 MB
    icon 7.Logistic Regression Models/45.Nonlinearity - Graphical test.mp4 63.7 MB
    icon 8.Logistic Regression - Prediction and Model Fit/46.Prediction.mp4 19.2 MB
    icon 8.Logistic Regression - Prediction and Model Fit/47.Goodness of fit - Likelihood ratio test.mp4 14.1 MB
    icon 8.Logistic Regression - Prediction and Model Fit/48.Goodness of fit - Hosmer-Lemeshow test.mp4 23.1 MB
    icon 8.Logistic Regression - Prediction and Model Fit/49.Goodness of fit - Classification tables.mp4 54.6 MB
    icon 8.Logistic Regression - Prediction and Model Fit/50.Goodness of fit - ROC analysis.mp4 8.8 MB
    icon 8.Logistic Regression - Prediction and Model Fit/51.Residuals.mp4 9.7 MB
    icon 8.Logistic Regression - Prediction and Model Fit/52.Influential Observations.mp4 27.2 MB
    icon 9.Logistic Regression Case Study/53.The dataset.mp4 11.4 MB
    icon 9.Logistic Regression Case Study/54.Continuous variables.mp4 8.7 MB
    icon 9.Logistic Regression Case Study/55.Test of linearity - Non-graphical.mp4 5.2 MB
    icon 9.Logistic Regression Case Study/56.Test of linearity - Graphical.mp4 16.8 MB
    icon 9.Logistic Regression Case Study/57.Binary variables.mp4 6.3 MB
    icon 9.Logistic Regression Case Study/58.Categorical variables.mp4 26 MB
    icon 9.Logistic Regression Case Study/59.Multivariate analysis.mp4 7.2 MB
    icon 9.Logistic Regression Case Study/60.Goodness of fit.mp4 17.9 MB
    icon 9.Logistic Regression Case Study/61.Residual analysis.mp4 8.2 MB
    icon 9.Logistic Regression Case Study/62.Influential observations.mp4 6.8 MB
    icon 9.Logistic Regression Case Study/63.Combining both residuals and influence in one graph.mp4 13.7 MB
    icon 9.Logistic Regression Case Study/64.Visualizing the result.mp4 7.3 MB
    icon Exercise Files/code_9781800200197.zip 91.5 MB

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