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A study of iron deficiency among infants compared samples of infants following different feeding regimens. One...

A study of iron deficiency among infants compared samples of infants following different feeding regimens. One group contained breast-fed infants, while the infants in another group were fed a standard baby formula without any iron supplements. Here are summary results on blood hemoglobin levels at 12 months of age.

Group n x s
Breast-fed 23 13.3 1.7
Formula 18 12.6 1.8

(a)

Is there significant evidence that the mean hemoglobin level is higher among breast-fed babies? State H0 and Ha.H0:

____H0: μbreast-fed > μformula;   Ha: μbreast-fed = μformula

_____H0: μbreast-fed < μformula;   Ha: μbreast-fed = μformula  

____H0: μbreast-fed ≠ μformula;   Ha: μbreast-fed < μformula

____H0: μbreast-fed = μformula;   Ha: μbreast-fed > μformula

Carry out a t test. Give the P-value. (Use α = 0.01. Use μbreast-fedμformula. Round your value for t to three decimal places, and round your P-value to four decimal places.)

t =
P-value =

What is your conclusion?

____Reject the null hypothesis. There is significant evidence that the mean hemoglobin level is higher among breast-fed babies.

____Reject the null hypothesis. There is not significant evidence that the mean hemoglobin level is higher among breast-fed babies.   

____ Fail to reject the null hypothesis. There is not significant evidence that the mean hemoglobin level is higher among breast-fed babies.

____Fail to reject the null hypothesis. There is significant evidence that the mean hemoglobin level is higher among breast-fed babies.

(b)

Give a 95% confidence interval for the mean difference in hemoglobin level between the two populations of infants. (Round your answers to three decimal places.)

________, _________ Answers


__C)

State the assumptions that your procedures in (a) and (b) require in order to be valid.

____We need two dependent SRSs from normal populations.

____We need sample sizes greater than 40.  

____ We need two independent SRSs from normal populations.

_____We need the data to be from a skewed distribution.

Solutions

Expert Solution

A study of iron deficiency among infants compared samples of infants following different feeding regimens. One group contained breast-fed infants, while the infants in another group were fed a standard baby formula without any iron supplements. Here are summary results on blood hemoglobin levels at 12 months of age.

Group

n

x

s

Breast-fed

23

13.3

1.7

Formula

18

12.6

1.8

(a)

Is there significant evidence that the mean hemoglobin level is higher among breast-fed babies? State H0 and Ha.H0:

____H0: μbreast-fed = μformula;   Ha: μbreast-fed > μformula

Carry out a t test. Give the P-value. (Use α = 0.01. Use μbreast-fedμformula. Round your value for t to three decimal places, and round your P-value to four decimal places.)

t

=

1.275

P-value

=

0.1049

What is your conclusion?

____ Fail to reject the null hypothesis. There is not significant evidence that the mean hemoglobin level is higher among breast-fed babies.

(b)

Give a 95% confidence interval for the mean difference in hemoglobin level between the two populations of infants. (Round your answers to three decimal places.)

( -0.410, 1.810 )


__C)

State the assumptions that your procedures in (a) and (b) require in order to be valid.

____ We need two independent SRSs from normal populations.

Pooled-Variance t Test for the Difference Between Two Means

(assumes equal population variances)

Data

Hypothesized Difference

0

Level of Significance

0.01

Population 1 Sample

Sample Size

23

Sample Mean

13.3

Sample Standard Deviation

1.7

Population 2 Sample

Sample Size

18

Sample Mean

12.6

Sample Standard Deviation

1.8

Intermediate Calculations

Population 1 Sample Degrees of Freedom

22

Population 2 Sample Degrees of Freedom

17

Total Degrees of Freedom

39

Pooled Variance

3.0426

Standard Error

0.5489

Difference in Sample Means

0.7000

t Test Statistic

1.2752

Upper-Tail Test

Upper Critical Value

2.4258

p-Value

0.1049

Do not reject the null hypothesis

Confidence Interval Estimate

for the Difference Between Two Means

Data

Confidence Level

95%

Intermediate Calculations

Degrees of Freedom

39

t Value

2.0227

Interval Half Width

1.1103

Confidence Interval

Interval Lower Limit

-0.4103

Interval Upper Limit

1.8103


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