Question

In: Statistics and Probability

According to a census? company, 10.1% of all babies born are of low birth weight. An...

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.

Solutions

Expert Solution

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.


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