In: Statistics and Probability
According to a census? company, 10.1% of all babies born are of low birth weight. An obstetrician wanted to know whether mothers between the ages of 35 and 39 years give birth to a higher percentage of? low-birth-weight babies. She randomly selected 350 births for which the mother was 35 to 39 years old and found 38 ?low-birth-weight babies.
Complete parts ?(a) through ?(c) below.
A)-If the proportion of? low-birth-weight babies for mothers in this age group is 0.101?, compute the expected number of? low-birth-weight births to? 35- to? 39-year-old mothers. What is the expected number of births to mothers 35 to 39 years old that are not low birth? weight?
B)- Answer the? obstetrician's question at the alpha equals ?=0.10 level of significance using the? chi-square goodness-of-fit test. State the null and alternative hypotheses for this test. -Use technology to compute the? P-value for this test. -State a conclusion for this test in the context of the? obstetrician's question.
C)-Answer the? obstetrician's question at the alpha equals ?=0.10 level of significance using a? z-test for a population proportion. State the null and alternative hypotheses for this test. -Use technology to compute the? P-value for this test. -State a conclusion for this test in the context of the? obstetrician's question.
Result:
According to a census? company, 10.1% of all babies born are of low birth weight. An obstetrician wanted to know whether mothers between the ages of 35 and 39 years give birth to a higher percentage of? low-birth-weight babies. She randomly selected 350 births for which the mother was 35 to 39 years old and found 38 ?low-birth-weight babies.
Complete parts ?(a) through ?(c) below.
A)-If the proportion of? low-birth-weight babies for mothers in this age group is 0.101?, compute the expected number of? low-birth-weight births to? 35- to? 39-year-old mothers. What is the expected number of births to mothers 35 to 39 years old that are not low birth? weight?
expected number = 350*0.101 =35.35
B)- Answer the? obstetrician's question at the alpha equals ?=0.10 level of significance using the? chi-square goodness-of-fit test. State the null and alternative hypotheses for this test. -Use technology to compute the? P-value for this test. -State a conclusion for this test in the context of the? obstetrician's question.
Ho: all babies born are of low birth weight is 10.1%
Ha: all babies born are of low birth weight is different from 10.1%
Goodness of Fit Test |
||||
observed |
expected |
O - E |
(O - E)² / E |
|
38 |
35.350 |
2.650 |
0.199 |
|
312 |
314.650 |
-2.650 |
0.022 |
|
Total |
350 |
350.000 |
0.000 |
0.221 |
0.221 |
chi-square |
|||
1 |
df |
|||
0.6383 |
p-value |
P value = 0.6383
Since p value = 0.6383 > 0.10 level, Ho is not rejected.
There is no evidence to reject the company’ claim that , 10.1% of all babies born are of low birth weight.
C)-Answer the? obstetrician's question at the alpha equals ?=0.10 level of significance using a? z-test for a population proportion. State the null and alternative hypotheses for this test. -Use technology to compute the? P-value for this test. -State a conclusion for this test in the context of the? obstetrician's question.
Ho: P=0.101
Ha: P?0.101
Z Test of Hypothesis for the Proportion |
|
Data |
|
Null Hypothesis p = |
0.101 |
Level of Significance |
0.1 |
Number of Items of Interest |
38 |
Sample Size |
350 |
Intermediate Calculations |
|
Sample Proportion |
0.108571429 |
Standard Error |
0.0161 |
Z Test Statistic |
0.4701 |
Two-Tail Test |
|
Lower Critical Value |
-1.6449 |
Upper Critical Value |
1.6449 |
p-Value |
0.6383 |
Do not reject the null hypothesis |
Since p value = 0.6383 > 0.10 level, Ho is not rejected.
There is no evidence to reject the company’ claim that , 10.1% of all babies born are of low birth weight.