For this assignment, you must analyze a dataset and provide the  results of your analysis. You should not interpret the output at this  stage. Please refer to the data file in the week 1 resources.In the video game dataset provided, you can explore two categorical  or grouping variables (independent variables), which include the type of  player (police officer or thief) and advertising period (advertising  period or no advertising period).  You can explore the data to determine  if the number of video game visits and/or the amount of visit time  (dependent variables) are different for the levels of the two  independent variables.  If the data are normally distributed, you could  use independent samples t-tests as your inferential model to compare the  two levels of each independent variable (you would run two separate  t-tests).  If you analyze both independent variables simultaneously with  their interaction term, you will use a two-way analysis of variance.Your paper should consist of the following components:Describe the problem and state the hypotheses to be tested.Include the appropriate descriptive statistics and visuals in order  to describe the characteristics of the data and include a written  summary of the data.Address all relevant statistical assumptions and provide a written summary of the findings.Describe the results of the inferential analyses implemented to address each hypothesis.Length: 6 pages, not including title and reference pagesReferences: Include a minimum of 6 scholarly resources.The completed assignment should demonstrate thoughtful consideration of the ideas and concepts presented in the course by providing new thoughts and insights relating directly to this topic. The content  should reflect scholarly writing and current APA standards and provide a plagiarism report

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