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Please help step by step for R program with a final code for understanding thank you.

Please help step by step for R program with a final code for understanding thank you.

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter4: Equations Of Linear Functions
Section4.5: Correlation And Causation
Problem 15PPS
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Please help step by step for R program with a final code for understanding thank you. 

Problem#9 34. The Best Predictor of the Winning Percentage The ultimate goal in any sport (besides having fun) is to win. One measure of how well a team does is the winning percentage. In baseball, a lot of effort goes into figuring out the variable that best predicts a team's winning percentage. The following data represent the winning percentages of teams in the National League along with potential explanatory variables based on the 2007 season. Which variable do you think is the best predictor of winning percentage? Why? Team Arizona Atlanta Chicago Cubs Cincinnati Colorado Florida Houston Los Angeles Milwaukee New York Mets Philadelphia Pittsburgh San Diego San Francisco St. Louis Washington Source: espn.com Winning Percentage Runs Scored Home Runs 0.556 0.519 0.525 0.444 0.522 0:438 0.451 0.506 0.512 0.543 0.549 0.420 0.546 0.438 0.481 0.451 712 810 752 783 860 790 723 735 801 804 892 724 741 683 725 673 171 176 151 204 171 201 167 129 231 177 213 148 171 131 141 123 Team Batting Average 0.250 0.275 0.271 0.267 0.280 0.267 0.260 0.275 0.262 0.275 0.274 0.263 0.251 0.254 0.274 0.256 On-Base Percentage 0.321 0.339 0.333 0.335 0.354 0.336 0.330 0.337 0.329 0.342 0.354 0.325 0.322 0.322 0.337 0.325 Batting Average against Team 0.262 0.259 0.246 0.282 0.266 0.285 0.273 0.261 0.269 0.255 0.276 AFATARE 0.288 0.250 0.261 0.271 0.269 Team Earned- Run Average 4.13 4.11 4.04 4.94 4.32 4.94 4.68 4.20 4.41 4.26 4.73 4.93 3.70 4.19 4.65 4.58
Transcribed Image Text:Problem#9 34. The Best Predictor of the Winning Percentage The ultimate goal in any sport (besides having fun) is to win. One measure of how well a team does is the winning percentage. In baseball, a lot of effort goes into figuring out the variable that best predicts a team's winning percentage. The following data represent the winning percentages of teams in the National League along with potential explanatory variables based on the 2007 season. Which variable do you think is the best predictor of winning percentage? Why? Team Arizona Atlanta Chicago Cubs Cincinnati Colorado Florida Houston Los Angeles Milwaukee New York Mets Philadelphia Pittsburgh San Diego San Francisco St. Louis Washington Source: espn.com Winning Percentage Runs Scored Home Runs 0.556 0.519 0.525 0.444 0.522 0:438 0.451 0.506 0.512 0.543 0.549 0.420 0.546 0.438 0.481 0.451 712 810 752 783 860 790 723 735 801 804 892 724 741 683 725 673 171 176 151 204 171 201 167 129 231 177 213 148 171 131 141 123 Team Batting Average 0.250 0.275 0.271 0.267 0.280 0.267 0.260 0.275 0.262 0.275 0.274 0.263 0.251 0.254 0.274 0.256 On-Base Percentage 0.321 0.339 0.333 0.335 0.354 0.336 0.330 0.337 0.329 0.342 0.354 0.325 0.322 0.322 0.337 0.325 Batting Average against Team 0.262 0.259 0.246 0.282 0.266 0.285 0.273 0.261 0.269 0.255 0.276 AFATARE 0.288 0.250 0.261 0.271 0.269 Team Earned- Run Average 4.13 4.11 4.04 4.94 4.32 4.94 4.68 4.20 4.41 4.26 4.73 4.93 3.70 4.19 4.65 4.58
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Please help step to step with R program with a final code for understanding thank you.

# 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 wP 0.556 0.519 0.525 0.444 0.522 0.438 0.451 0.506 0.512 0.543 0.549 0.42 0.546 0.438 0.481 0.451 rS 712 810 752 783 860 790 723 735 801 804 892 724 741 683 725 673 hR obP 171 0.25 0.321 0.262 176 0.275 0.339 0.259 151 0.271 204 0.267 171 0.28 201 0.267 167 129 231 177 213 148 171 131 141 123 tbA 0.26 0.275 0.262 0.275 0.274 0.263 0.251 0.254 0.274 0.256 0.333 0.335 0.354 0.336 0.322 0.322 baaT 0.33 0.337 0.329 0.342 0.354 0.276 0.325 0.288 0.337 0.325 0.246 0.282 0.266 0.285 0.273 0.261 0.269 0.255 0.25 0.261 0.271 0.269 terA 4.13 4.11 4.04 4.94 4.32 4.94 4.68 4.2 4.41 4.26 4.73 4.93 3.7 4.19 4.65 4.58
Transcribed Image Text:# 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 wP 0.556 0.519 0.525 0.444 0.522 0.438 0.451 0.506 0.512 0.543 0.549 0.42 0.546 0.438 0.481 0.451 rS 712 810 752 783 860 790 723 735 801 804 892 724 741 683 725 673 hR obP 171 0.25 0.321 0.262 176 0.275 0.339 0.259 151 0.271 204 0.267 171 0.28 201 0.267 167 129 231 177 213 148 171 131 141 123 tbA 0.26 0.275 0.262 0.275 0.274 0.263 0.251 0.254 0.274 0.256 0.333 0.335 0.354 0.336 0.322 0.322 baaT 0.33 0.337 0.329 0.342 0.354 0.276 0.325 0.288 0.337 0.325 0.246 0.282 0.266 0.285 0.273 0.261 0.269 0.255 0.25 0.261 0.271 0.269 terA 4.13 4.11 4.04 4.94 4.32 4.94 4.68 4.2 4.41 4.26 4.73 4.93 3.7 4.19 4.65 4.58
Problem#9 34. The Best Predictor of the Winning Percentage The ultimate goal in any sport (besides having fun) is to win. One measure of how well a team does is the winning percentage. In baseball, a lot of effort goes into figuring out the variable that best predicts a team's winning percentage. The following data represent the winning percentages of teams in the National League along with potential explanatory variables based on the 2007 season. Which variable do you think is the best predictor of winning percentage? Why? Team Arizona Atlanta Chicago Cubs Cincinnati Colorado Florida Houston Los Angeles Milwaukee New York Mets Philadelphia Pittsburgh San Diego San Francisco St. Louis Washington Source: espn.com Winning Percentage Runs Scored Home Runs 0.556 0.519 0.525 0.444 0.522 0:438 0.451 0.506 0.512 0.543 0.549 0.420 0.546 0.438 0.481 0.451 712 810 752 783 860 790 723 735 801 804 892 724 741 683 725 673 171 176 151 204 171 201 167 129 231 177 213 148 171 131 141 123 Team Batting Average 0.250 0.275 0.271 0.267 0.280 0.267 0.260 0.275 0.262 0.275 0.274 0.263 0.251 0.254 0.274 0.256 On-Base Percentage 0.321 0.339 0.333 0.335 0.354 0.336 0.330 0.337 0.329 0.342 0.354 0.325 0.322 0.322 0.337 0.325 Batting Average against Team 0.262 0.259 0.246 0.282 0.266 0.285 0.273 0.261 0.269 0.255 0.276 AFATARE 0.288 0.250 0.261 0.271 0.269 Team Earned- Run Average 4.13 4.11 4.04 4.94 4.32 4.94 4.68 4.20 4.41 4.26 4.73 4.93 3.70 4.19 4.65 4.58
Transcribed Image Text:Problem#9 34. The Best Predictor of the Winning Percentage The ultimate goal in any sport (besides having fun) is to win. One measure of how well a team does is the winning percentage. In baseball, a lot of effort goes into figuring out the variable that best predicts a team's winning percentage. The following data represent the winning percentages of teams in the National League along with potential explanatory variables based on the 2007 season. Which variable do you think is the best predictor of winning percentage? Why? Team Arizona Atlanta Chicago Cubs Cincinnati Colorado Florida Houston Los Angeles Milwaukee New York Mets Philadelphia Pittsburgh San Diego San Francisco St. Louis Washington Source: espn.com Winning Percentage Runs Scored Home Runs 0.556 0.519 0.525 0.444 0.522 0:438 0.451 0.506 0.512 0.543 0.549 0.420 0.546 0.438 0.481 0.451 712 810 752 783 860 790 723 735 801 804 892 724 741 683 725 673 171 176 151 204 171 201 167 129 231 177 213 148 171 131 141 123 Team Batting Average 0.250 0.275 0.271 0.267 0.280 0.267 0.260 0.275 0.262 0.275 0.274 0.263 0.251 0.254 0.274 0.256 On-Base Percentage 0.321 0.339 0.333 0.335 0.354 0.336 0.330 0.337 0.329 0.342 0.354 0.325 0.322 0.322 0.337 0.325 Batting Average against Team 0.262 0.259 0.246 0.282 0.266 0.285 0.273 0.261 0.269 0.255 0.276 AFATARE 0.288 0.250 0.261 0.271 0.269 Team Earned- Run Average 4.13 4.11 4.04 4.94 4.32 4.94 4.68 4.20 4.41 4.26 4.73 4.93 3.70 4.19 4.65 4.58
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