the development of the game live broadcast platform twitch

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This paper focus on the relationship between the development of the game live broadcast platform (twitch) and the number of users, audience consumption, viewing time or other factors. Using a linear regression model and Excel Data Analysis on this topic and write a report.

Linear Regression and Correlation I

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  • Is there an association?
  • How strong is the association?
  • Linear Relationships
  • Probabilistic Models

    • Linear Regression and Correlation II

  • How can we describe the nature of the relationship?
  • Properties of the correlation
  • Test to find dependence of x and y
  • Advanced Topics：If you add one of those regression models to analyze , it would better.
    • Stochastic modeling
    • Logistic Regression. …
    • Polynomial Regression. …
    • Stepwise Regression. …
    • Ridge Regression. …
    • Lasso Regression. …
    • ElasticNet Regression

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