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Run a regression of the dependent variable on the continous and categorical independent variables. What conclusion can you draw about the factors affecting the dependent variable? Include interpretation and explanation of the regression table and explain the results of the ANOVA table and coefficient of determination. I apologize i am so far behind in this class. Any help is much appreciated.

Attached is my data set

Brand Alcohol % Calories Carbohydrates
Anchor Steam 4.9 153 16.0
Anheuser Busch Natural Ice 5.9 157 8.9
Anheuser Busch Natural Light 4.2 95 3.2
Aspen Edge 4.1 94 2.6
Big Sky Moose Drool Brown Ale 5.2 177 15.6
Big Sky Scape Goat Pale Ale 4.7 163 13.9
Big Sky Summer Honey Ale 4.7 154 11.6
Big Sky Trout Slayer Ale 4.7 163 13.9
Blatz Beer 4.8 153 12.5
Blue Moon 5.4 171 13.7
Bud Dry 5.0 130 7.8
Bud Ice 5.5 123 8.9
Bud Ice Light 5.0 115 7.5
Bud Light 4.2 110 6.6
Bud Light Light 4.2 115 7.5
Budweiser 5.0 145 10.6
Budweiser Select 4.3 99 3.1
Budweiser Select 55 2.4 55 1.9
Busch Beer 4.6 133 10.2
Busch Ice 5.9 169 12.5
Busch Light 4.1 95 3.2
Carling Black Label 4.3 138 12.5
Colt 45 Malt Liquor 6.1 174 11.1
Coors 4.9 149 12.2
Coors Extra Gold Lager 5.0 152 12.5
Coors Light 4.2 104 5.3
Flying Dog Dog Schwarz 7.8 222 14.3
Flying Dog Doggie Style 4.7 158 11.4
Flying Dog Dogtober Fest 5.6 165 12.3
Flying Dog Double Dog 11.5 313 16.6
Flying Dog Garde Dog 5.5 150 9.3
Flying Dog Gonzo 9.2 271 18.9
Flying Dog Horn Dog 10.5 314 21.5
Flying Dog In Heat Wheat 4.7 138 10.4
Flying Dog Kerberos Tripel 8.3 238 8.6
Flying Dog K-9 Cruiser 7.4 197 10.6
Flying Dog Old Scratch Amber Ale 5.5 154 10.2
Flying Dog Road Dog 6.0 163 9.9
Flying Dog Snake Dog 7.1 188 10.0
Flying Dog Tire Bite 5.1 129 6.2
Flting Dog Wild Dog: Coffee Stout 9.9 288 20.2
Flying Dog Woody Creek White 4.8 131 8.0
Genesee Beer 4.5 148 13.5
Genesee Cream Ale 5.1 162 15.0
Genesee Ice 5.9 156 14.5
Genesee Red 4.9 148 14.0
George Killian's Irish Red 5.0 162 14.8
Hamm's Beer 4.7 144 12.1
Hamm's Golden Draft 4.7 144 12.1
Hamm's Special Light 3.9 110 8.3
Icehouse 5.0 132 8.7
Icehouse 5.0 5.5 149 9.8
Icehouse Light 4.1 103 5.5
Keystone Ice 5.9 142 5.9
Keystone Light 4.1 103 6.0
Keystone Premium 4.4 111 5.8
Leinenkugel Amber Light 4.1 110 7.4
Leinenkugel Creamy Dark 4.9 170 16.8
Leinenkugel Honey Weiss 4.9 149 12.0
Leinenkugel Light 4.2 105 5.7
Leinenkugel Northwoods Lager 4.9 163 15.3
Leinenkugel Original 4.7 152 13.9
Leinenkugel Red 4.9 166 16.2
Leinenkugel Sunset Wheat 4.9 165 16.0
Magnum Malt Liquor 5.6 157 11.2
Michael Shea's 4.6 145 13.0
Michelob Amber Boch 5.2 166 15.0
Michelob Beer 5.0 155 13.3
Michelob Golden Draft 4.7 152 14.1
Michelob Golden Draft Light 4.1 110 7.0
Michelob Honey Lager 4.9 175 17.9
Michelob Light 4.3 113 6.7
Michelob Ultra 4.1 95 2.6
Mickey's Fine Malt Liquor 5.6 157 11.2
Mickey's Ice 5.8 157 11.8
Miller Chill 4.2 110 6.5
Miller Genuine Draft 4.7 143 13.1
Miller Genuine Draft Light 4.2 110 7.0
Miller Genuine Draft 64 2.8 64 2.4
Miller High Life 4.7 143 13.1
Miller High Life Light 4.2 110 7.0
Miller Lite 4.2 96 3.2
Miller Lite Brwer's Collection Amber 4.2 110 6.2
Miller Lite Brwer's Collection Blonde 4.2 110 6.2
Miller Lite Brwer's Collection Wheat 4.2 110 6.2
Milwaukee's Best 4.3 128 11.4
Milwaukee's Best Ice 5.9 144 7.3
Milwaukee's Best Light 4.2 98 3.5
New Belgium 1554 5.6 205 25.0
New Belgium 2 Below 6.6 200 17.0
New Belgium Abbey 7.0 200 18.0
New Belgium Blue Paddle 4.8 140 14.0
New Belgium Fat Tire 5.2 160 15.0
New Belgium Mothership Wit 4.8 155 15.0
New Belgium Sunshine Wheat 4.8 145 13.0
New Belgium Trippel 7.8 215 20.0
O'Doul's 0.4 70 13.3
Old Milwaukee Beer 4.5 146 12.9
Old Milwaukee Light 3.8 114 8.3
Olde English 800 5.9 160 10.5
Olde English 800 7.5 7.5 202 13.4
Olde English High Gravity 800 8.0 220 14.6
Olympia Premium Lager 4.7 146 11.9
Pabst Blue Ribbon 5.0 153 12.0
Pete's Wicked Ale 5.3 174 17.7
Red Dog 5.0 147 14.1
Red Hook ESB 5.8 179 14.2
Red Hook IPA 6.5 188 12.7
Rolling Rock Premium Beer 4.5 120 10.0
Sam Adams Boston Ale 4.9 160 19.9
Sam Adams Boston Lager 4.8 160 18.0
Sam Adams Cherry Wheat 5.2 166 16.9
Sam Adams Cream Stout 4.7 195 23.9
Sam Adams Light 4.1 124 9.7
Schaefer 4.6 142 12.1
Schlitz 4.7 146 12.1
Sierra Nevada Anniversary Ale 5.9 190 17.3
Sierra Nevada Bigfoot 9.6 330 32.1
Sierra Nevada Celebration Ale 6.8 214 19.4
Sierra Nevada Draft Ale 5.0 157 13.4
Sierra Nevada Early Spring Beer 5.9 190 16.7
Sierra Nevada Harvest Ale 6.7 215 19.3
Sierra Nevada India Pale Ale 6.9 231 20.0
Sierra Nevada Pale Ale 5.6 175 14.1
Sierra Nevada Pale Bock 7.0 218 19.7
Sierra Nevada Porter 5.6 194 18.4
Sierra Nevada Stout 5.8 225 22.3
Sierra Nevada Summerfest Beer 5.0 158 13.7
Sierra Nevada Wheat Beer 4.4 153 13.1
Southpaw Light 5.0 123 6.6
Steel Reserve 8.1 222 16.0
Steel Reserve Six 6.0 160 11.0
Steel Reserve Triple Export 8.1 222 16.0
Stroh's Beer 4.6 149 12.0
Stroh's Light 4.4 113 7.0
Weinhard's Amber Light 4.2 135 11.5
Weinhard's Blonde Lager 5.1 161 14.0
Weinhard's Hefweizen 4.9 151 12.2
Weinhard's Pale Ale 4.6 147 13.0
Weinhard's Private Reserve 4.8 150 9.9
Yuengling Ale 5.0 145 10.0
Yuengling Lager 4.4 135 12.0
Yuengling Light 3.8 98 6.6
Yuengling Porter 4.5 150 14.0
Yuengling Premium Beer 4.4 135 12.0

Statistics and Probability, Statistics

  • Category:- Statistics and Probability
  • Reference No.:- M9993003

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