/Hitters-Baseball-Data-Salary-Forecast

Baseball Data Description Major League Baseball Data from the 1986 and 1987 seasons. Usage Hitters Format 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 Source This dataset was taken from the StatLib library which is maintained at Carnegie Mellon University. This is part of the data that was used in the 1988 ASA Graphics Section Poster Session. The salary data were originally from Sports Illustrated, April 20, 1987. The 1986 and career statistics were obtained from The 1987 Baseball Encyclopedia Update published by Collier Books, Macmillan Publishing Company, New York.

Primary LanguageJupyter Notebook

Hitters-Baseball-Data-Salary-Forecast

Salary estimation with linear and nonlinear models

Baseball Data Description Major League Baseball Data from the 1986 and 1987 seasons.

Usage Hitters

Format 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

Source This dataset was taken from the StatLib library which is maintained at Carnegie Mellon University. This is part of the data that was used in the 1988 ASA Graphics Section Poster Session. The salary data were originally from Sports Illustrated, April 20, 1987. The 1986 and career statistics were obtained from The 1987 Baseball Encyclopedia Update published by Collier Books, Macmillan Publishing Company, New York.