Question

In: Statistics and Probability

The accompanying table lists the numbers of words spoken in a day by each member of...

The accompanying table lists the numbers of words spoken in a day by each member of 56 different randomly selected couples. Complete parts​ (a) and​ (b) below.

Male   Female
27,927   20,148
14,850   24,892
6,324   5,396
28,793   19,140
26,459   10,862
6,331   16,212
21,862   10,044
17,046   19,135
26,084   13,129
21,814   20,366
11,281   16,227
10,646   12,021
12,117   17,875
22,161   22,720
20,445   4,559
777   19,113
19,858   22,515
9,697   17,186
21,106   16,356
16,351   12,606
17,379   29,934
21,860   9,533
9,490   15,950
8,727   7,057
25,605   11,467
10,938   17,266
13,660   14,053
12,902   20,586
12,420   21,947
19,386   13,760
12,208   34,815
8,785   6,963
20,279   11,051
18,780   11,383
10,942   29,385
14,293   20,829
16,338   16,538
9,692   18,877
17,919   19,691
12,542   16,350
13,288   20,009
4,492   12,051
18,659   17,262
12,905   15,835
16,066   29,738
17,528   37,631
17,176   26,754
39,110   35,995
17,427   26,199
45,872   33,488
26,231   18,078
9,468   7,326
16,372   25,366
10,868   16,571
7,911   13,590
19,102   28,627

a. Use a

0.050.05

significance level to test the claim that among​ couples, males speak fewer words in a day than females.In this​ example,

mu Subscript dμd

is the mean value of the differences d for the population of all pairs of​ data, where each individual difference d is defined as the words spoken by the male minus words spoken by the female. What are the null and alternative hypotheses for the hypothesis​ test?

Upper H 0H0​:

mu Subscript dμd

less than<

greater than>

not equals≠

equals=

nothing ​word(s)

Upper H 1H1​:

mu Subscript dμd

less than<

equals=

not equals≠

greater than>

nothing ​word(s)

​(Type integers or decimals. Do not​ round.)

Identify the test statistic.

tequals=nothing

​(Round to two decimal places as​ needed.)

Identify the​ P-value.

​P-valueequals=nothing

​(Round to three decimal places as​ needed.)

What is the conclusion based on the hypothesis​ test?

Since the​ P-value is

less than or equal to

greater than

the significance​ level,

fail to reject

reject

the null hypothesis. There

is not

is

sufficient evidence to support the claim that males speak fewer words in a day than females.

b. Construct the confidence interval that could be used for the hypothesis test described in part​ (a). What feature of the confidence interval leads to the same conclusion reached in part​ (a)?

The confidence interval is

nothing

​word(s)less than<mu Subscript dμdless than<nothing

​word(s).

​(Round to one decimal place as​ needed.)

What feature of the confidence interval leads to the same conclusion reached in part​ (a)?

Since the confidence interval contains

only negative numbers,

only positive numbers,

zero,

fail to reject

reject

the null hypothesis.

Enter your answer in each of the answer boxes.

Solutions

Expert Solution

Following table shows the calculations:

Male Female d (d-mean)^2
27,927 20148 7779 92823590.25
14,850 24892 -10042 67018782.25
6,324 5396 928 7747872.25
28,793 19140 9653 132445572.3
26,459 10862 15597 304589756.3
6,331 16212 -9881 64408650.25
21,862 10044 11818 186964602.3
17,046 19135 -2089 54522.25
26,084 13129 12955 219350910.3
21,814 20366 1448 10913112.25
11,281 16227 -4946 9551190.25
10,646 12021 -1375 230880.25
12,117 17875 -5758 15229506.25
22,161 22720 -559 1680912.25
20,445 4559 15886 314760822.3
777 19113 -18336 271606880.3
19,858 22515 -2657 642402.25
9,697 17186 -7489 31736322.25
21,106 16356 4750 43632630.25
16,351 12606 3745 31365600.25
17,379 29934 -12555 114479300.3
21,860 9533 12327 201143306.3
9,490 15950 -6460 21201420.25
8,727 7057 1670 12429150.25
25,605 11467 14138 255792042.3
10,938 17266 -6328 20003256.25
13,660 14053 -393 2138906.25
12,902 20586 -7684 33971412.25
12,420 21947 -9527 58851912.25
19,386 13760 5626 55972842.25
12,208 34815 -22607 430624752.3
8,785 6963 1822 13524006.25
20,279 11051 9228 122843972.3
18,780 11383 7397 85608756.25
10,942 29385 -18443 275145156.3
14,293 20829 -6536 21907080.25
16,338 16538 -200 2740680.25
9,692 18877 -9185 53721570.25
17,919 19691 -1772 6972.25
12,542 16350 -3808 3812256.25
13,288 20009 -6721 23673090.25
4,492 12051 -7559 32529912.25
18,659 17262 1397 10578756.25
12,905 15835 -2930 1154550.25
16,066 29738 -13672 139629672.3
17,528 37631 -20103 332971256.3
17,176 26754 -9578 59637006.25
39,110 35995 3115 24705870.25
17,427 26199 -8772 47837972.25
45,872 33488 12384 202763360.3
26,231 18078 8153 100170072.3
9,468 7326 2142 15980006.25
16,372 25366 -8994 50958182.25
10,868 16571 -5703 14803256.25
7,911 13590 -5679 14619152.25
19,102 28627 -9525 58821230.25
Total -103908 4723506614

--------------------------------------------------------------------------------------

(B)

First we need to find the 90% confidence interval. The 90% confidence interval is

The required confidence interval is ( -3927.324, infinity).

Since confidence interval contains zero so we fail to reject the null hypothesis on the basis of confidence interval.


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