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Forecasting Batter Performance Using...

Taylor, Nicholas Christopher.

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Forecasting Batter Performance Using Statcast Data in Major League Baseball.

Record Type:	Electronic resources : Monograph/item
Title/Author:	Forecasting Batter Performance Using Statcast Data in Major League Baseball./
Author:	Taylor, Nicholas Christopher.
Published:	Ann Arbor : ProQuest Dissertations & Theses, : 2017,
Description:	53 p.
Notes:	Source: Masters Abstracts International, Volume: 56-04.
Contained By:	Masters Abstracts International56-04(E).
Subject:	Statistics. -
Online resource:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=10267892
ISBN:	9781369791181

Forecasting Batter Performance Using Statcast Data in Major League Baseball.
Taylor, Nicholas Christopher.

Forecasting Batter Performance Using Statcast Data in Major League Baseball. - Ann Arbor : ProQuest Dissertations & Theses, 2017 - 53 p.

Source: Masters Abstracts International, Volume: 56-04.

Thesis (M.S.)--North Dakota State University, 2017.

2015 saw the release of the Statcast camera system within Major League Baseball ballparks, which provided statisticians with new data to analyze. One statistic, average exit velocity, is of particular interest. We would like to see if a batter's average exit velocity can significantly explain the variation in his slugging percentage and batting average on balls in play (BABIP) when taken into account with other, more traditional baseball statistics. These two statistics are of particular interest within advanced baseball data analysis.

ISBN: 9781369791181Subjects--Topical Terms:

517247
Statistics.

Forecasting Batter Performance Using Statcast Data in Major League Baseball.
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100 1 $a Taylor, Nicholas Christopher. $3 3287423
245 1 0 $a Forecasting Batter Performance Using Statcast Data in Major League Baseball.
260 1 $a Ann Arbor : $b ProQuest Dissertations & Theses, $c 2017
300 $a 53 p.
500 $a Source: Masters Abstracts International, Volume: 56-04.
500 $a Adviser: Rhonda Magel.
502 $a Thesis (M.S.)--North Dakota State University, 2017.
520 $a 2015 saw the release of the Statcast camera system within Major League Baseball ballparks, which provided statisticians with new data to analyze. One statistic, average exit velocity, is of particular interest. We would like to see if a batter's average exit velocity can significantly explain the variation in his slugging percentage and batting average on balls in play (BABIP) when taken into account with other, more traditional baseball statistics. These two statistics are of particular interest within advanced baseball data analysis.
520 $a We found that a player's average exit velocity can significantly explain the variation in both his slugging percentage and his BABIP. We also discovered that the significance is stronger in explaining slugging percentage than in explaining BABIP.
590 $a School code: 0157.
650 4 $a Statistics. $3 517247
650 4 $a Sports Management. $3 2122869
650 4 $a Mathematics. $3 515831
690 $a 0463
690 $a 0430
690 $a 0405
710 2 $a North Dakota State University. $b Statistics. $3 2095058
773 0 $t Masters Abstracts International $g 56-04(E).
790 $a 0157
791 $a M.S.
792 $a 2017
793 $a English
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=10267892