Can someone give me a step by step on solving these problems so I can put it in my notes? Especially point out where each number for each equation comes from as I often find myself stuck on which numbers to use. Here is the summary statistic table:   n Mean Median Std. Dev. Min Q1 Q3 Max Listing Price 1,000 342,365 318,000 125,914 135,300 265,250 381,600 987,600 Cost Per Square Foot 1,000 169 166 41 71 139 191 344 Square Feet 1,000 2,111 1,881 921 1,101 1,626 2,215 6,516 Here is the excel table for the real estate data: Real Estate County Data for 2019           2019 Data (n=1000)                                   Region State County listing price $'s per square foot square feet East North Central in grant 219,500 $116 1,898 East North Central il vermilion 254,500 $156 1,632 East North Central in henry 235,000 $148 1,588 East North Central in wayne 203,800 $141 1,441 East North Central il coles 220,800 $117 1,893 East North Central il macoupin 197,600 $111 1,783 East North Central in vigo 165,800 $122 1,362 East North Central oh jefferson 246,500 $136 1,814 East North Central il jackson 154,300 $105 1,463 East North Central oh marion 149,700 $116 1,296 East North Central mi bay 145,100 $117 1,239 East North Central il whiteside 283,700 $136 2,087 East North Central oh trumbull 243,000 $133 1,827 East North Central in madison 229,100 $187 1,224 East North Central il knox 205,100 $118 1,740 East North Central il stephenson 235,600 $140 1,682 East North Central il macon 212,900 $128 1,659 East North Central in delaware 221,600 $134 1,651 East North Central il henry 257,700 $123 2,087 East North Central oh seneca 211,900 $168 1,263 East North Central oh darke 160,800 $114 1,416 East North Central oh scioto 204,200 $131 1,562 East North Central oh belmont 172,500 $101 1,710 East North Central oh sandusky 253,900 $146 1,738 East North Central il rock island 166,300 $127 1,305 East North Central oh clark 240,500 $137 1,752 East North Central oh columbiana 241,400 $164 1,469 East North Central in howard 304,300 $152 1,996 East North Central oh richland 248,900 $132 1,880 East North Central il peoria 187,900 $131 1,434 East North Central il la salle 311,100 $154 2,015 East North Central il madison 254,500 $156 1,628 East North Central mi wayne 213,800 $172 1,243 East North Central in vanderburgh 214,100 $134 1,596 East North Central oh mahoning 207,500 $123 1,688 East North Central il williamson 171,600 $141 1,218 East North Central il winnebago 236,700 $140 1,692 East North Central il adams 266,100 $166 1,599 East North Central mi saginaw 171,800 $118 1,452 East North Central oh montgomery 225,300 $151 1,493 East North Central oh allen 227,600 $147 1,550 East North Central oh lucas 228,300 $115 1,978 East North Central oh ashtabula 177,000 $107 1,658 East North Central oh lawrence 248,300 $156 1,587 East North Central oh huron 199,700 $147 1,359 East North Central il tazewell 278,700 $165 1,693 East North Central oh summit 185,800 $101 1,847 East North Central il sangamon 213,500 $130 1,643 East North Central oh ashland 188,000 $151 1,246 East North Central oh tuscarawas 270,700 $149 1,815 East North Central oh ross 257,200 $127 2,018 East North Central mi shiawassee 192,400 $129 1,494 East North Central mi calhoun 266,200 $130 2,042 East North Central il kankakee 148,700 $115 1,293 East North Central in lawrence 270,600 $137 1,978 East North Central wi manitowoc 181,400 $140 1,294 East North Central il st. clair 201,400 $164 1,225 East North Central mi ingham 222,500 $125 1,777 East North Central il mclean 203,800 $134 1,526 East North Central mi jackson 139,200 $116 1,201 East North Central mi isabella 163,000 $125 1,307 East North Central wi wood 266,500 $144 1,853 East North Central mi montcalm 218,300 $105 2,081 East North Central wi grant 243,200 $121 2,014 East North Central oh cuyahoga 265,100 $136 1,947 East North Central oh stark 201,000 $163 1,230 East North Central oh athens 246,400 $158 1,560 East North Central wi milwaukee 184,900 $111 1,666 East North Central mi lenawee 191,500 $118 1,628 East North Central wi fond du lac 135,300 $103 1,312 East North Central in st. joseph 193,000 $111 1,736 East North Central mi ionia 193,600 $137 1,416 East North Central mi genesee 194,800 $166 1,173 East North Central oh muskingum 188,300 $94 1,999 East North Central il ogle 236,600 $208 1,138 East North Central oh washington 324,400 $156 2,081 East North Central oh wayne 256,700 $129 1,986 East North Central mi muskegon 230,400 $131 1,757 East North Central oh pickaway 265,700 $143 1,853 East North Central mi st. joseph 188,500 $135 1,397 East North Central il champaign 246,700 $121 2,031 East North Central oh knox 192,200 $127 1,510 East North Central oh lorain 226,200 $126 1,789 East North Central wi calumet 226,400 $111 2,033 East North Central mi midland 174,500 $151 1,157 East North Central mi marquette 172,500 $120 1,433 East North Central in elkhart 202,300 $182 1,113 East North Central mi monroe 228,600 $136 1,679 East North Central oh lake 225,900 $135 1,676 East North Central mi eaton 189,900 $96 1,976 East North Central wi douglas 461,400 $129 3,581 East North Central wi marathon 431,200 $119 3,638 East North Central il dekalb 347,500 $97 3,574 East North Central in marion 323,300 $95 3,408 East North Central in allen 398,000 $113 3,525 East North Central oh hancock 380,300 $94 4,028 East North Central in lake 470,600 $109 4,316 East North Central wi portage 531,000 $109 4,888 East North Central wi rock 513,100 $104 4,950 East North Central oh greene 581,800 $113 5,146

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6th Edition
ISBN:9781119256830
Author:Amos Gilat
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Question

Can someone give me a step by step on solving these problems so I can put it in my notes? Especially point out where each number for each equation comes from as I often find myself stuck on which numbers to use.

Here is the summary statistic table:

  n Mean Median Std. Dev. Min Q1 Q3 Max
Listing Price 1,000 342,365 318,000 125,914 135,300 265,250 381,600 987,600
Cost Per Square Foot 1,000 169 166 41 71 139 191 344
Square Feet 1,000 2,111 1,881 921 1,101 1,626 2,215 6,516

Here is the excel table for the real estate data:

Real Estate County Data for 2019
         
2019 Data (n=1000)
         
           
           
Region State County listing price $'s per square foot square feet
East North Central in grant 219,500 $116 1,898
East North Central il vermilion 254,500 $156 1,632
East North Central in henry 235,000 $148 1,588
East North Central in wayne 203,800 $141 1,441
East North Central il coles 220,800 $117 1,893
East North Central il macoupin 197,600 $111 1,783
East North Central in vigo 165,800 $122 1,362
East North Central oh jefferson 246,500 $136 1,814
East North Central il jackson 154,300 $105 1,463
East North Central oh marion 149,700 $116 1,296
East North Central mi bay 145,100 $117 1,239
East North Central il whiteside 283,700 $136 2,087
East North Central oh trumbull 243,000 $133 1,827
East North Central in madison 229,100 $187 1,224
East North Central il knox 205,100 $118 1,740
East North Central il stephenson 235,600 $140 1,682
East North Central il macon 212,900 $128 1,659
East North Central in delaware 221,600 $134 1,651
East North Central il henry 257,700 $123 2,087
East North Central oh seneca 211,900 $168 1,263
East North Central oh darke 160,800 $114 1,416
East North Central oh scioto 204,200 $131 1,562
East North Central oh belmont 172,500 $101 1,710
East North Central oh sandusky 253,900 $146 1,738
East North Central il rock island 166,300 $127 1,305
East North Central oh clark 240,500 $137 1,752
East North Central oh columbiana 241,400 $164 1,469
East North Central in howard 304,300 $152 1,996
East North Central oh richland 248,900 $132 1,880
East North Central il peoria 187,900 $131 1,434
East North Central il la salle 311,100 $154 2,015
East North Central il madison 254,500 $156 1,628
East North Central mi wayne 213,800 $172 1,243
East North Central in vanderburgh 214,100 $134 1,596
East North Central oh mahoning 207,500 $123 1,688
East North Central il williamson 171,600 $141 1,218
East North Central il winnebago 236,700 $140 1,692
East North Central il adams 266,100 $166 1,599
East North Central mi saginaw 171,800 $118 1,452
East North Central oh montgomery 225,300 $151 1,493
East North Central oh allen 227,600 $147 1,550
East North Central oh lucas 228,300 $115 1,978
East North Central oh ashtabula 177,000 $107 1,658
East North Central oh lawrence 248,300 $156 1,587
East North Central oh huron 199,700 $147 1,359
East North Central il tazewell 278,700 $165 1,693
East North Central oh summit 185,800 $101 1,847
East North Central il sangamon 213,500 $130 1,643
East North Central oh ashland 188,000 $151 1,246
East North Central oh tuscarawas 270,700 $149 1,815
East North Central oh ross 257,200 $127 2,018
East North Central mi shiawassee 192,400 $129 1,494
East North Central mi calhoun 266,200 $130 2,042
East North Central il kankakee 148,700 $115 1,293
East North Central in lawrence 270,600 $137 1,978
East North Central wi manitowoc 181,400 $140 1,294
East North Central il st. clair 201,400 $164 1,225
East North Central mi ingham 222,500 $125 1,777
East North Central il mclean 203,800 $134 1,526
East North Central mi jackson 139,200 $116 1,201
East North Central mi isabella 163,000 $125 1,307
East North Central wi wood 266,500 $144 1,853
East North Central mi montcalm 218,300 $105 2,081
East North Central wi grant 243,200 $121 2,014
East North Central oh cuyahoga 265,100 $136 1,947
East North Central oh stark 201,000 $163 1,230
East North Central oh athens 246,400 $158 1,560
East North Central wi milwaukee 184,900 $111 1,666
East North Central mi lenawee 191,500 $118 1,628
East North Central wi fond du lac 135,300 $103 1,312
East North Central in st. joseph 193,000 $111 1,736
East North Central mi ionia 193,600 $137 1,416
East North Central mi genesee 194,800 $166 1,173
East North Central oh muskingum 188,300 $94 1,999
East North Central il ogle 236,600 $208 1,138
East North Central oh washington 324,400 $156 2,081
East North Central oh wayne 256,700 $129 1,986
East North Central mi muskegon 230,400 $131 1,757
East North Central oh pickaway 265,700 $143 1,853
East North Central mi st. joseph 188,500 $135 1,397
East North Central il champaign 246,700 $121 2,031
East North Central oh knox 192,200 $127 1,510
East North Central oh lorain 226,200 $126 1,789
East North Central wi calumet 226,400 $111 2,033
East North Central mi midland 174,500 $151 1,157
East North Central mi marquette 172,500 $120 1,433
East North Central in elkhart 202,300 $182 1,113
East North Central mi monroe 228,600 $136 1,679
East North Central oh lake 225,900 $135 1,676
East North Central mi eaton 189,900 $96 1,976
East North Central wi douglas 461,400 $129 3,581
East North Central wi marathon 431,200 $119 3,638
East North Central il dekalb 347,500 $97 3,574
East North Central in marion 323,300 $95 3,408
East North Central in allen 398,000 $113 3,525
East North Central oh hancock 380,300 $94 4,028
East North Central in lake 470,600 $109 4,316
East North Central wi portage 531,000 $109 4,888
East North Central wi rock 513,100 $104 4,950
East North Central oh greene 581,800 $113 5,146
This graph shows the frequency for listing price.
National Listing Prices ($s)
Frequency
400+
300
200
100
200000
400000
1000000
600000
listing price
800000
This graph shows the frequency for square feet.
National Listing's Square Feet
Frequency
400-
300
200-
100-
1000
2000
3000
4000
5000
6000
7000
square feet
Transcribed Image Text:This graph shows the frequency for listing price. National Listing Prices ($s) Frequency 400+ 300 200 100 200000 400000 1000000 600000 listing price 800000 This graph shows the frequency for square feet. National Listing's Square Feet Frequency 400- 300 200- 100- 1000 2000 3000 4000 5000 6000 7000 square feet
Prompt
You have been recently hired as a junior
analyst by D.M. Pan Real Estate Company. The
sales team has tasked you with preparing a
report that examines the relationship between
the selling price of properties and their size in
square feet. You have been provided with a
Real Estate Data spreadsheet that includes
properties sold nationwide in recent years.
The team has asked you to select a region,
complete an initial analysis, and provide the
report to the team.
Note: In the report you prepare for the sales
team, the response variable (y) should be the
listing price and the predictor variable (x)
should be the square feet.
Specifically you must address the following
rubric criteria, using the Module Two
Assignment Template:
• Generate a Representative Sample of
the Data
o Select a region and generate a
simple random sample of 30 from
the data.
Report the mean, median, and
standard deviation of the listing
price and the square foot variables.
Analyze Your Sample
o Discuss how the regional sample
created is or is not reflective of the
national market.
· Compare and contrast your
sample with the population
using the National Statistics
and Graphs document.
o Explain how you have made sure
that the sample is random.
· Explain your methods to get a
truly random sample.
• Generate Scatterplot
o Create a scatterplot of the x and y
variables noted above and include a
trend line and the regression
equation
Observe patterns
o Answer the following questions
based on the scatterplot:
- Define x and y. Which variable
is useful for making
predictions?
Is there an association
between x and y? Describe the
association you see in the
scatter plot.
- What do you see as the shape
(linear or nonlinear)?
If you had a 1,800 square foot
house, based on the regression
equation in the graph, what
price would you choose to list
at?
- Do you see any potential
outliers in the scatterplot?
- Why do you think the
outliers appeared in the
scatterplot you
generated?
- What do they represent?
Transcribed Image Text:Prompt You have been recently hired as a junior analyst by D.M. Pan Real Estate Company. The sales team has tasked you with preparing a report that examines the relationship between the selling price of properties and their size in square feet. You have been provided with a Real Estate Data spreadsheet that includes properties sold nationwide in recent years. The team has asked you to select a region, complete an initial analysis, and provide the report to the team. Note: In the report you prepare for the sales team, the response variable (y) should be the listing price and the predictor variable (x) should be the square feet. Specifically you must address the following rubric criteria, using the Module Two Assignment Template: • Generate a Representative Sample of the Data o Select a region and generate a simple random sample of 30 from the data. Report the mean, median, and standard deviation of the listing price and the square foot variables. Analyze Your Sample o Discuss how the regional sample created is or is not reflective of the national market. · Compare and contrast your sample with the population using the National Statistics and Graphs document. o Explain how you have made sure that the sample is random. · Explain your methods to get a truly random sample. • Generate Scatterplot o Create a scatterplot of the x and y variables noted above and include a trend line and the regression equation Observe patterns o Answer the following questions based on the scatterplot: - Define x and y. Which variable is useful for making predictions? Is there an association between x and y? Describe the association you see in the scatter plot. - What do you see as the shape (linear or nonlinear)? If you had a 1,800 square foot house, based on the regression equation in the graph, what price would you choose to list at? - Do you see any potential outliers in the scatterplot? - Why do you think the outliers appeared in the scatterplot you generated? - What do they represent?
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