Determine whether there is a difference in pay by gender in the attached data accounting properly for all potential covariates and blocking/grouping variables.

Make sure to document the steps you take in your code and include a full summary. (Need to use R studio)

EarningBracket Age Years Expierence Education Area City Gender 3 33 1 0 3 Dallas Male w 27 8 3 Dallas Female 4 30 9 0 3 Dallas Female 5 32 6 Female 5 41 7 31 7 18 AUT 3 Dallas IN 3 Dallas Male 3 Dallas Female 3 Dallas Female NA 2 DC Male 5 2 DC Female 2 DC Female ONON 2 DC Female 2 DC Male 2 DC Male 2 DC Male - + 2 DC Male 2 DO Female NO 2 DC Male 2 DC Male A W W V V O Q U I MI A A W W N N - o - - 1 LA Female LA Female O AO- 1 LA Male 1 LA Female 1 LA Female 1 LA Male 1 LA Female - NNON N - 1 LA Female 1 LA Female 1 LA Male 1 LA Male 1 LA Male LA Male 2 NYC Male - W NO NO - 2 NYC Male 2 NYC Male A A 2 NYC Female 2 NYC Female 2 NYC Male 2 NYC Male 2 NYC Male o O 2NYC Female Male ON - 2 NYC 2 NYC Female 42 2 NYC Male 42 2 Philly Male