Question

In: Statistics and Probability

please show the work It has been suggested that the highest priority of retirees is travel....

please show the work

It has been suggested that the highest priority of retirees is travel. Thus, a study was conducted to investigate the differences in the length of stay of a trip for pre-and post-retirees. A sample of 697 travelers were asked how long they stayed on a typical trip. The observed results of the study are found below.

number of nights pre-retirement post-retirement total
4-7 241 175 416
8-13 78 72 150
14-21 30 60 90
22 or more 11 30 41
total 360 337 697

With this information construct a table of estimated expected values.

number of nights pre-retirement post-retirement
4-7
8-13
14-21
22 or more

Now, with that information, determine whether the length of stay is independent of retirement using α=0.01.

(a) Find test value χ2=

(b) Find the d.f.:

(c) Find the critical value:

(d) The final conclusion is

A. There is not sufficient evidence to reject the null hypothesis that the length of stay is independent of retirement.
B. We can reject the null hypothesis that the length of stay is independent of retirement and accept the alternative hypothesis that the two are dependent.

Solutions

Expert Solution

Expected frequencies will be calculated as follows:

Following table shows the expected frequencies:

Number of Nights Pre-retirement Post-retirement Total
4-7 214.864 201.136 416
8-13 77.475 72.525 150
14-21 46.485 43.515 90
22 or more 21.176 19.824 41
Total 360 337 697

Following table shows the calculations for chi square test statistics:

O E (O-E)^2/E
241 214.864 3.179176111
78 77.475 0.003557599
30 46.485 5.846084221
11 21.176 4.890015867
175 201.136 3.396162278
72 72.525 0.003800414
60 43.515 6.245093071
30 19.824 5.223515738
Total 28.7874053

(a)

So test statistics is:

(b)

Degree of freedom: df =( number of rows -1)*(number of columns-1) = (4-1)*(2-1)=3

(c)

The critical value is : 7.815

(D)

Since so we reject the null hypothesis.

B. We can reject the null hypothesis that the length of stay is independent of retirement and accept the alternative hypothesis that the two are dependent.


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