1) Below is a table showing the results of a survey on judge fairness. The survey was given to three different types of criminal justice officials: police officers, defense attorneys, and district attorneys. Calculate a value of lambda and of chi square using the data below.

2) Submit your step-by-step calculations for lambda and chi square. Explain the conclusion you would draw from each statistic at the 95% level of confidence.

How fair was the judge in this case?
Rating	Police	Def atty	DA
Very fair	201	70	133
Somewhat fair	80	140	181
Not fair at all	32	24	340