Hi, I need to have a cross sectional data in order to do regression analysis. and...

Hi,

I need to have a cross sectional data in order to do regression analysis. and the data should be as follows. and i cant find the data online.

note: the data can be for any product

Observation I	Quantity Demanded/Sold Y	Price X₁	Income/person X₂	Price of Substitutes X₃	Price of Complements X₄
1	265.2	12.0	6	17	0
2	279.6	20.2	7	18	0
3	311.2	27.0	7	17	1
4	328.0	30.0	8	18	1
5	352.0	30.0	8	15	1
6	281.2	21.4	8	20	1
7	288.4	21.6	7	8	0
8	292.8	25.2	7	15	1
9	356.0	37.2	9	31	1
10	263.2	14.4	7	8	0
11	272.4	15.0	7	17	0
12	291.2	22.4	6	9	0
13	299.6	23.9	7	20	1
14	307.6	26.6	6	23	1
At Least 30	320.4	30.7	7	23	1

Expert Solution

using excel>addin>phstat>Regression

we have

Regression Analysis

Regression Statistics
Multiple R	0.944947372
R Square	0.892925536
Adjusted R Square	0.850095751
Standard Error	11.13462078
Observations	15

ANOVA
	df	SS	MS	F	Significance F
Regression	4	10339.03953	2584.759883	20.84823738	7.69113E-05
Residual	10	1239.7978	123.97978
Total	14	11578.83733

	Coefficients	Standard Error	t Stat	P-value	Lower 95%	Upper 95%
Intercept	185.2648642	27.48349362	6.740950288	5.09894E-05	124.0278243	246.5019041
X1	3.92143217	0.755261838	5.192149229	0.000405877	2.238603925	5.604260414
X2	3.585118059	4.470708295	0.801912767	0.441243018	-6.376240789	13.54647691
X3	-0.118144737	0.640698242	-0.184399971	0.857385546	-1.545709383	1.309419909
X4	-2.83169472	9.716503777	-0.291431443	0.776676987	-24.48141429	18.81802485

the regression equation is

y = 185.27 +3.92 X1 3.59 X2 -0.12 X3 -2.83 X4

orchestra answered 1 year ago

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