For this assignment, you must analyze a dataset and provide the results of your analysis. You should not interpret the output at this stage. 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: 5-7 pages, not including title and reference pages References: Include a minimum of 5 scholarly resources with corresponding in-line citations using APA 7 standards. 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

Learning Outcomes Assessed:The following learning outcomes are assessed in this task:1. Use descriptive statistical methods to analyse data using a relevant software package and interpret the outcomes in relation to context2. Accurately present data in visual form (tables, graphs and charts) using appropriate software.3. Understand and apply statistical theory to gather, process and present data accurately using a range of techniques appropriate to their field of study.4. Critically assess descriptive, predictive and visual statistics from a range of sources with reference to statistical theory best practiceAssessment Task Instructions:Core Task: You are required to write a 1000 word report using statistics to investigate a topic of your choice. You should choose a topic and provide a list of research questions that you wish to address through collection of appropriate data. You should then present this data using a variety of graphical methods and describe any patterns you observe. This should then be used to draw conclusions relevant to your research questions. The validity and reliability of your conclusions should be discussed.Structure:· State the topic that you are investigating.· State at least 3 research questions relating to this topic that you will be attempting to answerusing statistical methods.· Collect appropriate secondary data to address each of your research questions and present it in tabular or other suitable form. It is suggested that you use data from the UK’s Office for National Statistics (www.ons.gov.uk). Ensure that you provide a citation for all data and include a list of reference sources at the end of your report.· Use a suitable software package (e.g. MS Excel) and a range of appropriate graphical techniques to display your data. Your report should include at least 3 graphs of at least 2 different types. All graphs must be produced by you and MUST NOT be copied from reference sources.· Describe any patterns you observe and perform calculations of relevant quantities where appropriate.· Use your data to draw relevant conclusions addressing your research questions.· Evaluate the validity and reliability of your conclusions.Theory and/or task resources required for the assessment:A link to the Office for National Statistics website is provided (https://www.ons.gov.uk/). No further resources are needed however other suitable sources for your data are permitted.Assessment reference style:Citations and a reference list should be included using the Harvard APA style.Expected word count:You are expected to write 1000 words (+/-10%).the deadline is for the 29th of june at 9 am uk tim

For this Assignment, you will examine statistical significance and meaningfulness based on sample statements.To prepare for this Assignment:Review the Week 5 Scenarios found in this week’s Learning Resources and select two of the four scenarios for this Assignment. For additional support, review the Skill Builder: Evaluating P Values and the Skill Builder: Statistical Power, which you can find by navigating back to your Blackboard Course Home Page. From there, locate the Skill Builder link in the left navigation pane.For this Assignment:Critically evaluate the two scenarios you selected based upon the following points:Critically evaluate the sample size.Critically evaluate the statements for meaningfulness.Critically evaluate the statements for statistical significance.Based on your evaluation, provide an explanation of the implications for social change.