baseball

Major League Baseball Data from the 1986 and 1987 seasons

dataset

Diagnostics methods for quantile regression models for detecting influential observations:
robust distance methods for general quantile regression models; generalized Cook's distance and
Q-function distance method for quantile regression models using aymmetric Laplace distribution. Reference
of this method can be found in Luis E. Benites, V<c3><ad>ctor H. Lachos, Filidor E. Vilca (2015) <arXiv:1509.05099v1>;
mean posterior probability and Kullback<e2><80><93>Leibler divergence methods for Bayes quantile regression model.
Reference of this method is Bruno Santos, Heleno Bolfarine (2016) <arXiv:1601.07344v1>.

Wenjing Wang

quokar

Quantile Regression Outlier Diagnostics with K Left Out Analysis

baseball function

Data frame with 322 rows and 22 columns<dl class="dl-horizontal">
<dt>AtBat</dt><dd>Number of times at bat in 1986</dd>
<dt>Hits</dt><dd>Number of hits in 1986</dd>
<dt>HmRun</dt><dd>Number of home runs in 1986</dd>
<dt>Runs</dt><dd>Number of runs in 1986</dd>
<dt>RBI</dt><dd>Number of runs batted in in 1986</dd>
<dt>Walks</dt><dd>Number of walks in 1986</dd>
<dt>Years</dt><dd>Number of years in the major leagues</dd>
<dt>CAtBat</dt><dd>Number of times at bat during his career</dd>
<dt>CHits</dt><dd>Number of hits during his career</dd>
<dt>CHmRun</dt><dd>Number of home runs during his career</dd>
<dt>CRuns</dt><dd>Number of runs during his career</dd>
<dt>CRBI</dt><dd>Number of runs batted in during his career</dd>
<dt>CWalks</dt><dd>Number of walks during his career</dd>
<dt>League</dt><dd>A factor with levels A and N indicating player's league at the end of 1986</dd>
<dt>Division</dt><dd>A factor with levels E and W indicating player's division at the end of 1986</dd>
<dt>PutOuts</dt><dd>Number of put outs in 1986</dd>
<dt>Assists</dt><dd>Number of assists in 1986</dd>
<dt>Errors</dt><dd>Number of errors in 1986</dd>
<dt>Salary</dt><dd>1987 annual salary on opening day in thousands of dollars</dd>
<dt>NewLeague</dt><dd>A factor with levels A and N indicating player
league at the beginning of 1987</dd>
</dl>

Format

Baseball Hitter Data — baseball

Data frame with 322 rows and 22 columns<dl class='dl-horizontal'>
<dt>AtBat</dt><dd>Number of times at bat in 1986</dd>
<dt>Hits</dt><dd>Number of hits in 1986</dd>
<dt>HmRun</dt><dd>Number of home runs in 1986</dd>
<dt>Runs</dt><dd>Number of runs in 1986</dd>
<dt>RBI</dt><dd>Number of runs batted in in 1986</dd>
<dt>Walks</dt><dd>Number of walks in 1986</dd>
<dt>Years</dt><dd>Number of years in the major leagues</dd>
<dt>CAtBat</dt><dd>Number of times at bat during his career</dd>
<dt>CHits</dt><dd>Number of hits during his career</dd>
<dt>CHmRun</dt><dd>Number of home runs during his career</dd>
<dt>CRuns</dt><dd>Number of runs during his career</dd>
<dt>CRBI</dt><dd>Number of runs batted in during his career</dd>
<dt>CWalks</dt><dd>Number of walks during his career</dd>
<dt>League</dt><dd>A factor with levels A and N indicating player's league at the end of 1986</dd>
<dt>Division</dt><dd>A factor with levels E and W indicating player's division at the end of 1986</dd>
<dt>PutOuts</dt><dd>Number of put outs in 1986</dd>
<dt>Assists</dt><dd>Number of assists in 1986</dd>
<dt>Errors</dt><dd>Number of errors in 1986</dd>
<dt>Salary</dt><dd>1987 annual salary on opening day in thousands of dollars</dd>
<dt>NewLeague</dt><dd>A factor with levels A and N indicating player
league at the beginning of 1987</dd>
</dl>

baseball: Baseball Hitter Data

Description

Arguments

Format