Describe the results of a hypothesis test of population

Question

Discuss the below:

Describe the results of a hypothesis test of one population mean or population proportion. Be sure to include the following in your answer:

Q1. Formulate both a numerical and verbal hypothesis statement regarding your research issue.

Q2. Perform the five-step hypothesis test on data pertaining to your selection.

Step 1: State the null hypothesis and the alternate hypothesis.

Step 2: Select a level of significance (or alpha) which will be used when finding critical value(s).

Step 3: Identify the test statistic.

Step 4: State the decision rule.

Step 5: Take a sample and arrive at a decision.

Q3. Describe the results of your test, and explain how the findings from this hypothesis testing can be used to answer your research question.

Legend:

X1: Selling price (in thousands)

X2: Number of bedrooms

X3: Size of the home in square feet

X4: Pool (0=no, 1=yes)

X5: Distance from the center of the city in miles

X6: Township

X7: Garage attached (0=no, 1=yes)

X8: Number of bathrooms

105 homes sold

Price	Bedrooms	Size	Pool	Distance	Twnship	Garage	Baths
263.1	4	2300	1	17	5	1	2
182.4	4	2100	0	19	4	0	2
242.1	3	2300	0	12	3	0	2
213.6	2	2200	0	16	2	0	2.5
139.9	2	2100	0	28	1	0	1.5
245.4	2	2100	1	12	1	1	2
327.2	6	2500	0	15	3	1	2
271.8	2	2100	0	9	2	1	2.5
221.1	3	2300	1	18	1	0	1.5
266.6	4	2400	0	13	4	1	2
292.4	4	2100	0	14	3	1	2
209	2	1700	0	8	4	1	1.5
270.8	6	2500	0	7	4	1	2
246.1	4	2100	0	18	3	1	2
194.4	2	2300	0	11	3	0	2
281.3	3	2100	0	16	2	1	2
172.7	4	2200	1	16	3	0	2
207.5	5	2300	1	21	4	0	2.5
198.9	3	2200	1	10	4	1	2
209.3	6	1900	1	15	4	1	2
252.3	4	2600	0	8	4	1	2
192.9	4	1900	1	14	2	1	2.5
209.3	5	2100	0	20	5	0	1.5
345.3	8	2600	0	9	4	1	2
326.3	6	2100	0	11	5	1	3
173.1	2	2200	1	21	5	1	1.5
187	2	1900	0	26	4	0	2
257.2	2	2100	0	9	4	1	2
233	3	2200	0	14	3	1	1.5
180.4	2	2000	0	11	5	0	2
234	2	1700	0	19	3	1	2
207.1	2	2000	0	11	5	1	2
247.7	5	2400	0	16	2	1	2
166.2	3	2000	1	16	2	1	2
177.1	2	1900	0	10	5	1	2
182.7	4	2000	1	14	4	0	2.5
216	4	2300	0	19	2	0	2
312.1	6	2600	0	7	5	1	2.5
199.8	3	2100	0	19	3	1	2
273.2	5	2200	0	16	2	1	3
206	3	2100	1	9	3	0	1.5
232.2	3	1900	1	16	1	1	1.5
198.3	4	2100	1	19	1	1	1.5
205.1	3	2000	1	20	4	0	2
175.6	4	2300	1	24	4	1	2
307.8	3	2400	1	21	2	1	3
269.2	5	2200	0	8	5	1	3
224.8	3	2200	0	17	1	1	2.5
171.6	3	2000	1	16	4	0	2
216.8	3	2200	0	15	1	1	2
192.6	6	2200	1	14	1	0	2
236.4	5	2200	0	20	3	1	2
172.4	3	2200	0	23	3	0	2
251.4	3	1900	0	12	2	1	2
246	6	2300	0	7	3	1	3
147.4	6	1700	1	12	1	0	2
176	4	2200	0	15	1	1	2
228.4	3	2300	0	17	5	1	1.5
166.5	3	1600	1	19	3	0	2.5
189.4	4	2200	0	24	1	1	2
312.1	7	2400	0	13	3	1	3
289.8	6	2000	0	21	3	1	3
269.9	5	2200	1	11	4	1	2.5
154.3	2	2000	0	13	2	0	2
222.1	2	2100	0	9	5	1	2
209.7	5	2200	1	13	2	1	2
190.9	3	2200	1	18	3	1	2
254.3	4	2500	1	15	3	1	2
207.5	3	2100	1	10	2	0	2
209.7	4	2200	1	19	2	1	2
294	2	2100	0	13	2	1	2.5
176.3	2	2000	1	17	3	0	2
294.3	7	2400	0	8	4	1	2
224	3	1900	1	6	1	1	2
125	2	1900	0	18	4	0	1.5
236.8	4	2600	1	17	5	1	2
164.1	4	2300	0	19	4	0	2
217.8	3	2500	0	12	3	0	2
192.2	2	2400	0	16	2	0	2.5
125.9	2	2400	0	28	1	0	1.5
220.9	2	2300	1	12	1	1	2
294.5	6	2700	0	15	3	1	2
244.6	2	2300	0	9	2	1	2.5
199	3	2500	1	18	1	0	1.5
240	4	2600	0	13	4	1	2
263.2	4	2300	0	14	3	1	2
188.1	2	1900	0	8	4	1	1.5
243.7	6	2700	0	7	4	1	2
221.5	4	2300	0	18	3	1	2
175	2	2500	0	11	3	0	2
253.2	3	2300	0	16	2	1	2
155.4	4	2400	1	16	3	0	2
186.7	5	2500	1	21	4	0	2.5
179	3	2400	1	10	4	1	2
188.3	6	2100	1	15	4	1	2
227.1	4	2900	0	8	4	1	2
173.6	4	2100	1	14	2	1	2.5
188.3	5	2300	0	20	5	0	1.5
310.8	8	2900	0	9	4	1	2
293.7	6	2400	0	11	5	1	3
179	3	2400	0	8	4	1	2
188.3	6	2100	1	14	2	1	2.5
227.1	4	2900	0	20	5	0	1.5
173.6	4	2100	0	9	4	1	2
188.3	5	2300	0	11	5	1	3