Major League Baseball Data from the 1986 and 1987 seasons.
Hitters
A data frame with 322 observations of major league players on the following 20 variables.
AtBat
Number of times at bat in 1986
Hits
Number of hits in 1986
HmRun
Number of home runs in 1986
Runs
Number of runs in 1986
RBI
Number of runs batted in in 1986
Walks
Number of walks in 1986
Years
Number of years in the major leagues
CAtBat
Number of times at bat during his career
CHits
Number of hits during his career
CHmRun
Number of home runs during his career
CRuns
Number of runs during his career
CRBI
Number of runs batted in during his career
CWalks
Number of walks during his career
League
A factor with levels A
and N
indicating player's league at the end of 1986
Division
A factor with levels E
and W
indicating player's division at the end of 1986
PutOuts
Number of put outs in 1986
Assists
Number of assists in 1986
Errors
Number of errors in 1986
Salary
1987 annual salary on opening day in thousands of dollars
NewLeague
A factor with levels A
and N
indicating player's league at the beginning of 1987
James, G., Witten, D., Hastie, T., and Tibshirani, R. (2013) An Introduction to Statistical Learning with applications in R, https://www.statlearning.com, Springer-Verlag, New York
# NOT RUN {
summary(Hitters)
lm(Salary~AtBat+Hits,data=Hitters)
# }
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