Question

In: Math

The median US salary is $50,700, according to US Census data. Using a one-sample t-test, test...

The median US salary is $50,700, according to US Census data. Using a one-sample

t-test, test to see if participant income (INC1) is different from the national average. Use a two-tailed test and an alpha level of 5%.

  1. Participant income is significantly greater than the national average
  2. Participant income is significantly less than the national average
  3. Participant income is not significantly different from the national average
  4. Participant income cannot be compared to the national average

One-Sample Statistics

INCOME N=400 Mean=$47,112.92 Std. Deviation=$40,477.089 Std. Error Mean=$2,023.854

One-Sample Test

Test Value = 0

INCOME t=23.279 df=399 Sig. (2-tailed)=.000 Mean Difference=$47,112.920

95% Confidence Interval of the Difference

(lower)$43,134.17 (higher)$51,091.67

Solutions

Expert Solution

The median US salary is $50,700, according to US Census data. Using a one-sample

t-test, test to see if participant income (INC1) is different from the national average. Use a two-tailed test and an alpha level of 5%.

  1. Participant income is not significantly different from the national average

One-Sample Statistics

INCOME N=400 Mean=$47,112.92 Std. Deviation=$40,477.089 Std. Error Mean=$2,023.854

t Test for Hypothesis of the Mean

Data

Null Hypothesis                m=

50700

Level of Significance

0.05

Sample Size

400

Sample Mean

47112.92

Sample Standard Deviation

40477.089

Intermediate Calculations

Standard Error of the Mean

2023.8545

Degrees of Freedom

399

t Test Statistic

-1.7724

Two-Tail Test

Lower Critical Value

-1.9659

Upper Critical Value

1.9659

p-Value

0.0771

Do not reject the null hypothesis

Calculated t= -1.7724, P=0.0771 which is > 0.05 level of significance.

Ho is not rejected.

Participant income is not significantly different from the national average

95% CI for difference

lower limit

-7565.83071

Upper limit

391.6707062


Related Solutions

Using the following set of data, please find the mode, median, standard deviation and t-test for...
Using the following set of data, please find the mode, median, standard deviation and t-test for females and males. Females: A.) Mean B.) Median C.) Standard Deviation D.) T-test Males: A.) Mean B.) Median C.) Standard Deviation D.) T-test FEMALES: Female 1 Time (in Seconds): 225.62  Simple reaction: 0.262 Female 2 Time (in Seconds): 400.04 Simple reaction: 0.234 Female 3 Time (in Seconds): 469.16 Simple reaction: 0.199 Female 4 Time (in Seconds): 386.39 Simple reaction: 0.259 Female 5 Time (in Seconds):...
according to the US census bureau, the population of the US seniors65 and older, in the...
according to the US census bureau, the population of the US seniors65 and older, in the year 2004 was approximately 36,300,000 people. In the year 2010, it was 40,267,984 people. the senior population was growing at an approximately constant rate during this period. (a)use this information to express the US senior population as a function of time since the year 2000. (b) what is slope of your function? what does this mean in the context? (c) what would this model...
The one-sample z-test and the one-sample t-test both test if a sample mean is representative of...
The one-sample z-test and the one-sample t-test both test if a sample mean is representative of a population. What is the difference between these two tests?
how can power and confidence of results be increased using t test ( one sample t...
how can power and confidence of results be increased using t test ( one sample t test, 2-independent and paired samples t test).
US Census Bureau tracks the median price for new home sales by month of year. The...
US Census Bureau tracks the median price for new home sales by month of year. The mediane price for April for the years 2001 to 2011 follow. Years Years Price ($1000) 2001 175.2 2002 187.1 2003 189.5 2004 222.3 2005 236.3 2006 257.0 2007 242.5 2008 246.4 2009 219.2 2010 208.3 2011 224.7 a.         Compute a 2-week moving average for the above time series. b.         Compute the mean square error (MSE) and mean Absolute deviation (MAD) for the      2-...
Use the following data to conduct a one-sample t test ( with alpha= 0.05) to determine...
Use the following data to conduct a one-sample t test ( with alpha= 0.05) to determine if the score on a standardized test ( for scores that a are normally distributed) with a known population mean of 100 is influenced by a new instructional method: 95, 105, 110. 90, 120, 110, 100, 95, 105, 125, 80, 100, 120, 115, 115, 120, 120, 105.
I assert that the critical value of t, for a One sample t Test with a...
I assert that the critical value of t, for a One sample t Test with a nondirectional alternative hypothesis and using a particular α level, will increase as sample size increases. Am I correct? Circle “YES” or “NO.” If NO, explain why not?
9) According to a census that was conducted five years ago, the mean annual household salary...
9) According to a census that was conducted five years ago, the mean annual household salary in the city of Townsburg was $40,084. The mayor of Townsburg believes that there has been an economic upturn in the city since then. He appoints a team to test for evidence that the mean annual household salary in Townsburg has increased. The teams surveys a sample of 41 households. The sample has a mean annual salary of $40,862 with a standard deviation of...
According to the US Census Bureau, the Gini Coefficient in the United States was 0.397 in...
According to the US Census Bureau, the Gini Coefficient in the United States was 0.397 in 1967, and 0.480 in 2014. The Gini coefficient is a measure of inequality that ranges from 0 to 1, where higher numbers indicate greater inequality. According to the World Bank, countries with Gini coefficients between 0.5 and 0.7 are characterized as highly unequal. Using the idea that Incentives Matter, analyze BOTH the pros of some income inequality and the cons of excessive income inequality....
Determine the median of blood sample triglycerides from the following data from a clinical test?
Determine the median of blood sample triglycerides (standard units) from the following data from a clinical test?
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT