Calculate a linear regression. Record the linear function that results and the correlation coefficient (no on excel)
Men’s 2015 World Championship – Final Results (top 17 finishers)
|
Rank |
Name |
Nationality |
Time (seconds) |
|
1 |
Mo Farah |
Great Britain (GBR) |
1621.13 |
|
2 |
Geoffrey Kipsang |
Kenya (KEN) |
1621.76 |
|
3 |
Paul Tanui |
Kenya (KEN) |
1622.83 |
|
4 |
Bedan Karoki |
Kenya (KEN) |
1624.77 |
|
5 |
Galen Rupp |
United States (USA) |
1628.91 |
|
6 |
Abrar Osman |
Eritrea (ERI) |
1663.21 |
|
7 |
Ali Kaya |
Turkey (TUR) |
1663.69 |
|
8 |
Timothy Toroitich |
Uganda (UGA) |
1664.90 |
|
9 |
Joshua Kiprui Cheptegei |
Uganda (UGA) |
1668.89 |
|
10 |
Muktar Edris |
Ethiopia (ETH) |
1674.47 |
|
11 |
Mosinet Geremew |
Ethiopia (ETH) |
1687.50 |
|
12 |
El Hassan El-Abbassi |
Bahrain (BHR) |
1692.57 |
|
13 |
Nguse Tesfaldet |
Eritrea (ERI) |
1694.72 |
|
14 |
Cameron Levins |
Canada (CAN) |
1695.19 |
|
15 |
Hassan Mead |
United States (USA) |
1696.30 |
|
16 |
Shadrack Kipchirchir |
United States (USA) |
1696.30 |
|
17 |
Arne Gabius |
Germany (GER) |
1704.47 |
Women’s 2015 World Championship – Final Results (top 17 finishers)
|
Rank |
Name |
Nationality |
Time (seconds) |
|
1 |
Vivian Cheruiyot |
Kenya (KEN) |
1901.31 |
|
2 |
Gelete Burka |
Ethiopia (ETH) |
1901.77 |
|
3 |
Emily Infeld |
United States (USA) |
1903.49 |
|
4 |
Molly Huddle |
United States (USA) |
1903.58 |
|
5 |
Sally Kipyego |
Kenya (KEN) |
1904.42 |
|
6 |
Shalane Flanagan |
United States (USA) |
1906.23 |
|
7 |
Alemitu Heroye |
Ethiopia (ETH) |
1909.73 |
|
8 |
Betsy Saina |
Kenya (KEN) |
1911.35 |
|
9 |
Belaynesh Oljira |
Ethiopia (ETH) |
1913.01 |
|
10 |
Susan Kuijken |
Netherlands (NED) |
1914.32 |
|
11 |
Jip Vastenburg |
Netherlands (NED) |
1923.03 |
|
12 |
Sara Moreira |
Portugal (POR) |
1926.14 |
|
13 |
Kasumi Nishihara |
Japan (JPN) |
1932.95 |
|
14 |
Brenda Flores |
Mexico (MEX) |
1935.26 |
|
15 |
Kate Avery |
Great Britain (GBR) |
1936.19 |
|
16 |
Trihas Gebre |
Spain (ESP) |
1940.87 |
|
17 |
Juliet Chekwel |
Uganda (UGA) |
1940.95 |
Calculate a linear regression. Record the linear function that results and the correlation coefficient (no on...
Find the 5-number summaries for both data sets and construct box plots based on these values. Men’s 2015 World Championship – Final Results (top 17 finishers) Rank Name Nationality Time (seconds) 1 Mo Farah Great Britain (GBR) 1621.13 2 Geoffrey Kipsang Kenya (KEN) 1621.76 3 Paul Tanui Kenya (KEN) 1622.83 4 Bedan Karoki Kenya (KEN) 1624.77 5 Galen Rupp United States (USA) 1628.91 6 Abrar Osman Eritrea (ERI) 1663.21 7 Ali Kaya Turkey (TUR) 1663.69 8 Timothy Toroitich Uganda (UGA)...
11.38 Building a multiple linear regression model. Let’s now build a model to predict the life-satisfaction score, LSI. (a) Consider a simple linear regression using GINI as the explanatory variable. Run the regression and summarize the results. Be sure to check assumptions. (b) Now consider a model using GINI and LIFE. Run the multiple regression and summarize the results. Again be sure to check assumptions. (c) Now consider a model using GINI, LIFE, and DEMOCRACY. Run the multiple regression and...