Final Project Tasks

Your final project requires you to demonstrate the skills you learned across all modules in this course. The project uses this $2022$ post$-$season MLB project.docx darr You will need to do the following to successfully complete the final project:

collect and organize data$-$mine online data $($for the variables highlighted on the variable descriptions sheet$)$ from published websites and input the data into the dataset, transform pitcher$ and team $ into $z$ scores, submit an excel file with all data$-5$ pts

analyze and summarize $-$once all data has been entered into the dataset$-$ it is cleaned and transformed $($need to transform any salary based variable$),$ conduct a descriptive statistic analysis of score, for any one specific team by making a new file that has data for only one team when they are team $1$ and another file for when that team is team $2($find means, SD$,$ ranges, median and mode$).$ This descriptive analysis allows you to compare the means of game scores across teams, so what do you notice? Is the mean game score different when a team is home vs away? Do a descriptive analysis for all teams on outcome when the team was team $1$ and do it for when the team was team $2,$ to do that$-$ split on team $1$ and then again on team $2.$ Select mode for statistics. This analysis allows you to see if the team wins more than loses both at home and away. $-2$ pts

build a model$-$ build a logistic regression model in Jasp to predict the outcome of Team $1$ and another for Team $2($obviously leave out the score variable, use zscores if you include payroll and$/$or pitsal$).$ to get accuracy metrics which are needed for the template report you need to select under statistics the confusion matrix, sensitivity and specificity$-2$pts

explain using visualization$-$ using Tableau, build a scatterplot using T$1$total $ and score$1.$ Build a dashboard with at least $2$ more charts showcasing your findings about either a specific team, a specific variable or combination of variables for all teams, or your logistic regression model$-2$ pts $5.$ fill out and submit the report template BUS $305$ final project template$-1.$docx darr using the information from steps $1-4,$ make sure to do as instructed in the addendum section of the report template$-9$ pts