The topic area you need to consider is “What factors impact the successful selling of a home on the open market?” Success can be defined as price, time on market, size, age, or FICO; this is your decision as the analyst for this research.
Purpose Statement
In one paragraph, state the correlation and identify the primary independent variables. State the correlation as in the following:
“The dependent variable _______ is determined by independent variables ________, _________, ________, and ________.”
Identify and defend the “primary” independent variable, or the variable believed to have the strongest impact on the dependent variable:
“The most important independent variable in this relationship is ________ because _________.”
record
Agent
Price
1
Marty
206424
2
Rose
346150
3
Carter
372360
4
Peterson
310622
5
Carter
496100
6
Peterson
294086
7
Carter
228810
8
Isaacs
384420
9
Peterson
416120
10
Isaacs
487494
11
Rose
448800
12
Peterson
388960
13
Marty
335610
14
Rose
276000
15
Rose
346421
16
Isaacs
453913
17
Carter
376146
18
Peterson
694430
19
Rose
251269
20
Rose
547596
21
Marty
214910
22
Rose
188799
23
Carter
459950
24
Isaacs
264160
25
Carter
393557
26
Isaacs
478675
27
Carter
384020
28
Marty
313200
29
Isaacs
274482
30
Marty
167962
31
Isaacs
175823
32
Isaacs
226498
33
Carter
316827
34
Carter
189984
35
Marty
366350
36
Isaacs
416160
37
Isaacs
308000
38
Rose
294357
39
Carter
337144
Mortgage type
Years
FICO
Fixed
2
824
Fixed
9
820
Fixed
18
819
Fixed
17
817
Fixed
17
816
Fixed
19
813
Adjustable
10
813
Fixed
6
812
Fixed
3
810
Fixed
6
808
Fixed
8
806
Adjustable
9
805
Adjustable
9
801
Fixed
20
798
Adjustable
10
795
Fixed
18
792
Adjustable
9
792
Adjustable
10
788
Fixed
16
786
Fixed
2
785
Fixed
6
784
Fixed
10
782
Fixed
8
781
Fixed
18
780
Fixed
20
776
Adjustable
9
773
Adjustable
9
772
Fixed
19
772
Fixed
5
769
Fixed
6
769
Adjustable
9
766
Fixed
8
763
Fixed
2
759
Fixed
17
758
Fixed
5
754
Fixed
12
753
Fixed
18
752
Fixed
10
751
Fixed
15
749
40
Peterson
299730
41
Rose
445740
42
Rose
410592
43
Peterson
667732
44
Rose
523584
45
Marty
336000
46
Marty
202598
47
Marty
326695
48
Rose
321320
49
Isaacs
246820
50
Isaacs
546084
51
Isaacs
793084
52
Isaacs
174528
53
Peterson
392554
54
Peterson
263160
55
Rose
237120
56
Carter
225750
57
Isaacs
848420
58
Carter
371956
59
Carter
404538
60
Rose
250090
61
Peterson
369978
62
Peterson
209292
63
Isaacs
190032
64
Isaacs
216720
65
Marty
323417
66
Isaacs
316210
67
Peterson
226054
68
Marty
183920
69
Rose
248400
70
Isaacs
466560
71
Rose
667212
72
Peterson
362710
73
Rose
265440
74
Rose
706596
75
Marty
293700
76
Marty
199448
77
Carter
369533
78
Marty
230121
79
Marty
169000
Fixed
13
748
Fixed
5
746
Adjustable
9
741
Fixed
4
740
Adjustable
10
739
Fixed
6
737
Fixed
10
737
Fixed
8
736
Fixed
6
736
Fixed
13
735
Adjustable
10
731
Fixed
6
729
Fixed
15
728
Fixed
17
726
Fixed
10
726
Fixed
18
723
Fixed
15
715
Fixed
5
710
Fixed
8
710
Fixed
14
707
Fixed
11
704
Fixed
10
703
Fixed
10
701
Adjustable
2
675
Adjustable
5
674
Adjustable
2
673
Adjustable
1
673
Adjustable
6
670
Adjustable
8
669
Adjustable
4
667
Adjustable
3
665
Adjustable
8
662
Adjustable
2
656
Adjustable
3
653
Adjustable
7
652
Adjustable
7
647
Adjustable
5
644
Adjustable
2
642
Adjustable
3
639
Adjustable
7
639
80
Peterson
190291
81
Rose
393584
82
Marty
363792
83
Carter
360960
84
Carter
310877
85
Peterson
919480
86
Carter
392904
87
Carter
200928
88
Carter
537900
89
Rose
258120
90
Carter
558342
91
Marty
302720
92
Isaacs
240115
93
Carter
793656
94
Peterson
218862
95
Peterson
383081
96
Marty
351520
97
Peterson
841491
98
Marty
336300
99
Isaacs
312863
100
Carter
275033
101
Peterson
229990
102
Isaacs
195257
103
Marty
194238
104
Peterson
348528
105
Peterson
241920
Adjustable
6
631
Adjustable
7
630
Adjustable
3
626
Adjustable
5
626
Adjustable
6
624
Adjustable
1
623
Adjustable
8
618
Adjustable
3
618
Adjustable
7
614
Adjustable
6
614
Adjustable
7
613
Adjustable
3
609
Adjustable
1
609
Adjustable
3
605
Adjustable
1
604
Adjustable
6
601
Adjustable
8
599
Adjustable
8
596
Adjustable
6
595
Adjustable
2
595
Adjustable
3
593
Adjustable
6
591
Adjustable
8
591
Adjustable
7
590
Adjustable
3
584
Adjustable
8
583
Price
Size
Bedrooms
Baths
206424
1820
2
1.5
346150
3010
3
2
372360
3210
4
3
310622
3330
3
2.5
496100
4510
6
4.5
294086
3440
4
3
228810
2630
4
2.5
384420
4470
5
3.5
416120
4040
5
3.5
487494
4380
6
4
448800
5280
6
4
388960
4420
4
3
335610
2970
3
2.5
276000
2300
2
1.5
346421
2970
4
3
453913
3660
6
4
376146
3290
5
3.5
694430
5900
5
3.5
251269
2050
3
2
547596
4920
6
4.5
214910
1950
2
1.5
188799
1950
2
1.5
459950
4680
4
3
264160
2540
3
2.5
393557
3180
4
3
478675
4660
5
3.5
384020
4220
5
3.5
313200
3600
4
3
274482
2990
3
2
167962
1920
2
1.5
175823
1970
2
1.5
226498
2520
4
3
316827
3150
4
3
189984
1550
2
1.5
366350
3090
3
2
416160
4080
4
3
308000
3500
4
3
294357
2620
4
3
337144
2790
4
3
Default (Yes is 1
0
0
0
0
0
0
0
)
0
0
0
1
1
1
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
1
0
1
0
0
0
0
299730
2910
3
2
445740
4370
4
3
410592
4200
4
3
667732
5570
5
3.5
523584
5050
6
4
336000
3360
3
2
202598
2270
3
2
326695
2830
3
2.5
321320
2770
3
2
246820
2870
4
3
546084
5910
6
4
793084
6800
8
5.5
174528
1600
2
1.5
392554
3970
4
3
263160
3060
3
2
237120
1900
2
1.5
225750
2150
2
1.5
848420
7190
6
4
371956
3110
5
3.5
404538
3290
5
3.5
250090
2810
4
3
369978
3830
4
2.5
209292
1630
2
1.5
190032
1850
2
1.5
216720
2520
3
2.5
323417
3220
4
3
316210
3070
3
2
226054
2090
2
1.5
183920
2090
3
2
248400
2300
3
2.5
466560
5760
5
3.5
667212
6110
6
4
362710
4370
4
2.5
265440
3160
5
3.5
706596
6600
7
5
293700
3300
3
2
199448
2330
2
1.5
369533
4230
4
3
230121
2030
2
1.5
169000
1690
2
1.5
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
1
0
0
1
1
1
0
0
1
190291
2040
2
1.5
393584
4660
4
3
363792
2860
3
2.5
360960
3840
6
4.5
310877
3180
3
2
919480
7670
8
5.5
392904
3400
3
2
200928
1840
2
1.5
537900
4890
6
4
258120
2390
3
2.5
558342
6160
6
4
302720
3440
4
2.5
240115
2220
2
1.5
793656
6530
7
5
218862
1930
2
1.5
383081
3510
3
2
351520
3380
3
2
841491
7030
6
4
336300
2850
3
2.5
312863
3750
6
4
275033
3060
3
2
229990
2110
2
1.5
195257
2130
2
1.5
194238
1650
2
1.5
348528
2740
4
3
241920
2240
2
1.5
1
1
0
1
1
0
1
1
0
1
0
1
0
1
0
1
1
1
1
0
0
1
1
1
1
1
Pool (yes is 1)
1
0
0
1
0
1
0
0
0
1
0
0
0
0
1
1
1
1
1
1
1
1
1
0
1
1
0
0
1
1
1
1
1
1
1
0
0
1
1
0
0
1
1
1
0
1
1
0
0
1
1
1
1
0
1
1
0
1
1
0
1
1
1
0
1
0
1
0
1
0
1
0
1
1
0
1
1
1
0
1
1
1
0
1
1
1
1
0
0
1
0
1
1
1
1
0
1
0
1
1
0
1
1
1
0
Garage (Yes is 1)
Days
1
33
0
36
1
21
0
26
1
13
1
31
1
39
1
26
1
26
1
32
1
35
1
50
1
25
0
34
1
17
1
12
1
28
1
36
1
38
1
37
0
20
0
52
1
31
1
40
1
54
1
26
1
23
1
31
0
37
1
31
0
28
1
28
1
22
0
22
1
23
1
25
1
37
1
15
1
19
0
31
1
19
1
27
1
29
1
19
0
32
0
28
0
30
1
23
1
27
1
35
1
27
0
39
1
30
1
26
0
14
1
27
1
49
1
29
1
24
1
18
1
27
0
18
1
30
0
2
1
22
0
30
1
28
0
30
1
50
1
42
1
21
1
24
1
22
1
40
0
14
1
25
1
32
0
21
0
20
1
31
1
34
1
48
1
32
1
40
1
30
0
40
1
36
1
23
1
23
1
24
1
38
0
39
1
53
0
58
1
27
1
35
1
50
0
28
1
12
1
27
0
37
0
11
1
30
1
27
1
34
Township
2
4
2
3
4
4
4
2
4
3
4
2
3
1
3
3
2
3
3
5
4
1
4
1
1
5
4
3
3
5
5
3
4
2
3
4
2
4
3
2
3
1
5
5
3
1
4
4
5
5
4
2
4
3
3
2
1
5
2
5
4
3
4
4
4
1
1
2
2
4
3
1
5
3
4
3
2
2
1
4
3
5
2
1
4
2
4
1
1
3
3
5
4
4
2
2
4
1
4
3
3
5
2
5
5
Term Research Paper: Paper must be in APA style
Category
Purpose
Statement and
Model
Criteria
State why the dependent variable has been chosen for analysis
Identify the primary independent variable and defend why it is
important
Write the general form of the model
Define and defend all variables
State the Expectations for each independent variable
Addressed for each variable
Definition of
Variables
How is the variable defined in data source?
Which unit of measurement is used?
For independent variables, why does the variable determine
change in the dependent variable?
What sign is expected for the independent variable’s
coefficient, positive or negative and why?
Describe the data and identify the data sources
Identify which general sources and from which specific tables
Data Description are the data taken
Which year or years were the data collected
Are there any data limitations
Perform Multiple Linear Regression analysis on data, present
regression output and evaluate results (significance of
Presentation and Adjusted R-squared and independent variables)
Interpretation of Write the regression (prediction) equation
Results
Identify and interpret the adjusted R2 (one paragraph)
Discussion of the empirical results from the regression analysis
Use the proper format to list the works cited under two
headings:
Reference Page Research: a minimum of two sources
Data: a separate citation for each of the variables used in the
paper
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