According to Total Gross Sales, what movies if any, should be considered high-performance outliers? Explain how you arrived at your answer mathematically.Round any calculations/data to two decimal values. Compute descriptive statistics showing the relationship between total gross sales and each of the other variables. These need to include the covariance and correlation coefficient. Discuss the relationships Movie Title Opening Gross Sales ($ millions) Total Gross Sales ($ millions) Number of Theaters Weeks in Release Rogue One: A Star Wars Story 155.08 532.18 4,157 20 Lion 0.12 51.74 1,802 24 Fences 0.13 57.68 2,368 15 Patriots Day 0.16 31.89 3,120 11
According to Total Gross Sales, what movies if any, should be considered high-performance outliers? Explain how you arrived at your answer mathematically.Round any calculations/data to two decimal values. Compute descriptive statistics showing the relationship between total gross sales and each of the other variables. These need to include the covariance and correlation coefficient. Discuss the relationships Movie Title Opening Gross Sales ($ millions) Total Gross Sales ($ millions) Number of Theaters Weeks in Release Rogue One: A Star Wars Story 155.08 532.18 4,157 20 Lion 0.12 51.74 1,802 24 Fences 0.13 57.68 2,368 15 Patriots Day 0.16 31.89 3,120 11
MATLAB: An Introduction with Applications
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Correlation
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Linear Correlation
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Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
Question
- According to Total Gross Sales, what movies if any, should be considered high-performance outliers? Explain how you arrived at your answer mathematically.Round any calculations/data to two decimal values.
Compute
| Movie Title | Opening Gross Sales ($ millions) | Total Gross Sales ($ millions) | Number of Theaters | Weeks in Release |
| Rogue One: A Star Wars Story | 155.08 | 532.18 | 4,157 | 20 |
| Lion | 0.12 | 51.74 | 1,802 | 24 |
| Fences | 0.13 | 57.68 | 2,368 | 15 |
| Patriots Day | 0.16 | 31.89 | 3,120 | 11 |
| Manchester by the Sea | 0.26 | 47.70 | 1,213 | 23 |
| Moonlight (2016) | 0.40 | 27.85 | 1,564 | 28 |
| Hidden Figures | 0.52 | 169.61 | 3,416 | 46 |
| Hell or High Water | 0.62 | 27.01 | 1,505 | 14 |
| La La Land | 0.88 | 151.10 | 3,236 | 20 |
| Florence Foster Jenkins | 6.60 | 27.38 | 1,528 | 11 |
| Collateral Beauty | 7.10 | 31.02 | 3,028 | 8 |
| Mother's Day | 8.37 | 32.49 | 3,291 | 7 |
| Bridget Jones's Baby | 8.57 | 24.25 | 2,930 | 13 |
| The Witch | 8.80 | 25.14 | 2,204 | 14 |
| Nerve | 9.45 | 38.58 | 2,538 | 10 |
| Assassin's Creed | 10.28 | 54.65 | 2,996 | 11 |
| The Finest Hours | 10.29 | 27.57 | 3,143 | 10 |
| The 5th Wave | 10.33 | 34.92 | 2,908 | 18 |
| The Boy (2016) | 10.78 | 35.82 | 2,671 | 10 |
| Why Him? | 11.00 | 60.32 | 3,008 | 13 |
| Dirty Grandpa | 11.11 | 35.59 | 2,912 | 8 |
| The Nice Guys | 11.20 | 36.26 | 2,865 | 11 |
| Ben-Hur (2016) | 11.20 | 26.41 | 3,084 | 7 |
| Hail, Caesar! | 11.36 | 30.50 | 2,248 | 21 |
| Kevin Hart: What Now? | 11.77 | 23.59 | 2,567 | 9 |
| Risen | 11.80 | 36.88 | 2,915 | 13 |
| Kubo and the Two Strings | 12.61 | 48.02 | 3,279 | 15 |
| Allied | 12.70 | 40.10 | 3,160 | 9 |
| The Forest | 12.74 | 26.59 | 2,509 | 10 |
| Zoolander 2 | 13.84 | 28.85 | 3,418 | 7 |
| Ouija: Origin of Evil | 14.07 | 35.14 | 3,168 | 10 |
| Gods of Egypt | 14.12 | 31.15 | 3,117 | 11 |
| When the Bough Breaks | 14.20 | 29.75 | 2,246 | 10 |
| War Dogs | 14.69 | 43.03 | 3,258 | 9 |
| Money Monster | 14.79 | 41.01 | 3,104 | 12 |
| Miracles from Heaven | 14.81 | 61.71 | 3,155 | 18 |
| Inferno | 14.86 | 34.34 | 3,576 | 12 |
| Passengers (2016) | 14.87 | 100.01 | 3,478 | 17 |
| Almost Christmas | 15.13 | 42.16 | 2,379 | 9 |
| Hacksaw Ridge | 15.19 | 67.21 | 2,971 | 18 |
| 13 Hours: The Secret Soldiers of Benghazi | 16.19 | 52.85 | 2,917 | 10 |
| Mike and Dave Need Wedding Dates | 16.63 | 46.01 | 3,008 | 14 |
| The Shallows | 16.80 | 55.12 | 2,962 | 14 |
| Office Christmas Party | 16.89 | 54.77 | 3,210 | 7 |
| My Big Fat Greek Wedding 2 | 17.86 | 59.69 | 3,179 | 9 |
| How to Be Single | 17.88 | 46.84 | 3,357 | 9 |
| Me Before You | 18.72 | 56.25 | 2,762 | 11 |
| The BFG | 18.78 | 55.48 | 3,392 | 15 |
| The Huntsman: Winter's War | 19.45 | 48.39 | 3,802 | 15 |
| Deepwater Horizon | 20.22 | 61.43 | 3,403 | 11 |
| Barbershop: The Next Cut | 20.24 | 54.03 | 2,676 | 13 |
| Storks | 21.31 | 72.68 | 3,922 | 16 |
| Ice Age: Collision Course | 21.37 | 64.06 | 3,997 | 15 |
| Pete's Dragon (2016) | 21.51 | 76.23 | 3,702 | 18 |
| London Has Fallen | 21.64 | 62.68 | 3,492 | 13 |
| Lights Out | 21.69 | 67.27 | 2,835 | 10 |
| Neighbors 2: Sorority Rising | 21.76 | 55.46 | 3,416 | 8 |
| Now You See Me 2 | 22.38 | 65.08 | 3,232 | 11 |
| Jack Reacher: Never Go Back | 22.87 | 58.70 | 3,780 | 12 |
| The Boss | 23.59 | 63.29 | 3,495 | 17 |
| Bad Moms | 23.82 | 113.26 | 3,215 | 13 |
| Arrival | 24.07 | 100.55 | 3,115 | 17 |
| Warcraft | 24.17 | 47.37 | 3,406 | 13 |
| The Girl on the Train (2016) | 24.54 | 75.40 | 3,241 | 12 |
| The Accountant | 24.71 | 86.26 | 3,402 | 13 |
| 10 Cloverfield Lane | 24.73 | 72.08 | 3,427 | 12 |
| Don't Breathe | 26.41 | 89.22 | 3,384 | 17 |
| Alice Through the Looking Glass | 26.86 | 77.04 | 3,763 | 14 |
| Boo! A Madea Halloween | 28.50 | 73.21 | 2,299 | 9 |
| Miss Peregrine's Home for Peculiar Children | 28.87 | 87.24 | 3,835 | 19 |
| The Divergent Series: Allegiant | 29.03 | 66.18 | 3,740 | 11 |
| The Purge: Election Year | 31.52 | 79.21 | 2,821 | 15 |
| Sausage Party | 34.26 | 97.69 | 3,135 | 19 |
| The Magnificent Seven (2016) | 34.70 | 93.43 | 3,696 | 15 |
| Sully | 35.03 | 125.07 | 3,955 | 20 |
| Ride Along 2 | 35.24 | 91.22 | 3,192 | 22 |
| Sing | 35.26 | 270.40 | 4,029 | 20 |
| Teenage Mutant Ninja Turtles: Out of the Shadows | 35.32 | 82.05 | 4,071 | 14 |
| Central Intelligence | 35.54 | 127.44 | 3,508 | 11 |
| The Angry Birds Movie | 38.16 | 107.51 | 3,932 | 17 |
| The Legend of Tarzan | 38.53 | 126.64 | 3,591 | 11 |
| The Conjuring 2 | 40.41 | 102.47 | 3,356 | 11 |
| Independence Day: Resurgence | 41.04 | 103.14 | 4,130 | 12 |
| Kung Fu Panda 3 | 41.28 | 143.53 | 3,987 | 25 |
| Ghostbusters (2016) | 46.02 | 128.35 | 3,963 | 17 |
| Trolls | 46.58 | 153.71 | 4,066 | 21 |
| Moana | 56.63 | 248.76 | 3,875 | 22 |
| Jason Bourne | 59.22 | 162.43 | 4,039 | 21 |
| Star Trek Beyond | 59.25 | 158.85 | 3,928 | 13 |
| X-Men: Apocalypse | 65.77 | 155.44 | 4,153 | 9 |
| Fantastic Beasts and Where To Find Them | 74.40 | 234.04 | 4,144 | 19 |
| Zootopia | 75.06 | 341.27 | 3,959 | 22 |
| Doctor Strange | 85.06 | 232.64 | 3,882 | 19 |
| The Jungle Book (2016) | 103.26 | 364.00 | 4,144 | 24 |
| The Secret Life of Pets | 104.35 | 368.38 | 4,381 | 25 |
| Deadpool | 132.43 | 363.07 | 3,856 | 18 |
| Suicide Squad | 133.68 | 325.10 | 4,255 | 14 |
| Finding Dory | 135.06 | 486.30 | 4,305 | 25 |
| Batman v Superman: Dawn of Justice | 166.01 | 330.36 | 4,256 | 12 |
| Captain America: Civil War | 179.14 | 408.08 | 4,226 | 20 |
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