Appropriate inferential statistical test

Assignment Help Basic Statistics
Reference no: EM1321288

1. Your employer asks you to determine whether sales of cars (DV) can be predicted from the GDP (Gross Domestic Product).

What is the appropriate inferential statistical test for the case scenario? Why?

What would be known if the computed statistical result is significant?

2. The director for training at a company that manufactures equipment is interested in determining whether different training methods have an effect on the productivity of assembly line employees. One of his employees who is tasked with testing this assumption randomly assigns 42 recently hired employees into two groups of 21, of which the first receives a computer assisted, individual-based training program and the other receive a team-based training program. Upon completion of the training, the employees are evaluated on the time (in seconds) it took to assemble a part.  The results are as follows:

Computer-Assisted, Individual-Based Program

Team-Based Program

19.4      20.7    21.8     

22.4    18.7      19.3

14.1      16.1    16.8

15.6    18.0      21.7

14.7      16.5    16.2

30.7    23.7      12.3

16.4      18.5    16.7

16.0    13.8      18.0

19.3      16.8    17.7

20.8    17.1      28.2

19.8      19.3    16.0 

20.8    24.7      17.4

17.7      17.4    16.8

20.1    15.2      23.2

The director is an avid proponent of computer-assisted training and asserts even before the research study that the computer-assisted training program will produce better outcomes than the team-based training program. 

State the hypotheses for this study (both null and research).

What would the researcher conclude with these data? Assume a significance level of 0.05

Reference no: EM1321288

Questions Cloud

One mean z test : One mean z test
Find the proportion for the given problem : What proportion for smoking teenagers think their peers care a lot about keeping their weight down?
Sufficient evidence to suggest that the democratic candidate : Sufficient evidence to suggest that the democratic candidate.
The hypothesized developmental differences : The hypothesized developmental differences
Appropriate inferential statistical test : What is the appropriate inferential statistical test for the case scenario? Why?
Find the probability that the mean of a random sample : What is the probability that the mean of a random sample of size n = 4 of tire lifetimes will be less than 20,000 miles?
Find the best statistical analysis technique : Name the inferential statistical test that would be used for the method of training and why?
The mean pcb concentration for fish the lake exceeds 5 ppb : The mean PCB concentration for fish the lake exceeds 5 ppb
Significant difference between the two mean scores : Obtain a test statistic and p-value assuming equal variances. Interpret these results.

Reviews

Write a Review

Basic Statistics Questions & Answers

  Z-score for normal distribution

Relatively speaking, who performed better on the test, you, with an 86, or your friend? Why?

  Assuming that the amount spent follows a normal distribution

Construct a 95% confidence interval for the average amount its credit card customers spent on their first visit to the chain's new store in the mall assuming that the amount spent follows a normal distribution.

  Average community level of suspended particles-hypothesis

Has the average community level of suspended particles for the month of August exceeded 30u/m3?

  Explain observational and experimental study designs

A study published in the New England Journal of Medicine (Aug. 2001) suggests that it's dangerous to enter a hospital on a weekend. During a 10-year period, researchers tracked over 4 million emergency admissions to hospitals in Ontario, Canada. T..

  Prediction of incidence proportion

Compute the incidence proportion or the risk ratio that compares group 1 to group 0, and compute the Incidence proportion or the risk ratio which compares group 2 to group 0. Then post a summary of your findings.

  Decision making using decision tree diagram

If the sales are $150,000 per month, determine how much the company can expect to receive of this amount.

  Computing z and state decision regarding null hypothesis

Compute the value of z and state your decision regarding the null hypothesis.

  Computing mean crash damages for vehicles

Five test vehicles of each kind were crashed, with results given below. Research question: Are mean crash damages the same for these 3 vehicles?

  Grade point distribution

What is Peter's median grade point at graduation? What is the shape of the grade point distribution?

  Interpretation of error term and goodness of fit regression

Consider the following estimated regression equation, based on 10 observations.

  Would a better economy lead you to switch jobs

If a worker is chosen at random, what is the probability that he or she.Is very improbable to switch jobs. Is somewhat likely or very likely to switch jobs.

  Standard deviations for first- and second-time

Standard deviations for first- and second-time and confidence interval

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd