Applying hypothesis test data collected (Statistics)

Click For Summary

Homework Help Overview

The discussion revolves around applying a hypothesis test in a statistics project to investigate the correlation between the number of years spent at college and the number of services used by students. The original poster has collected data from a sample of 50 students and is exploring the relationship between these two variables.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • The original poster outlines their null and alternative hypotheses and expresses uncertainty about how to set up and execute the hypothesis test. They seek guidance on variable selection and the application of statistical concepts to their collected data.

Discussion Status

Participants are engaged in exploring the setup of the hypothesis test and the appropriate statistical methods to analyze the data. Some have provided specific values for standard deviation and mean, while others suggest that the problem may relate to ANOVA, indicating a potential direction for analysis.

Contextual Notes

The original poster mentions struggling with the application of statistical knowledge to real-world data, highlighting a need for clarity on variable definitions and the implications of their findings.

Dusty912
Messages
149
Reaction score
1

Homework Statement


So I am doing a project for statistics and wanted to apply a hypothesis test to see if there is a correlation between the number of years spent at my college and the number of services used. The services include library, recreational services, clubs, etc.. i sent out a survey to get data from students and obtained a sample of 50 students with a mean of 1.510638 services used for the whole sample size. The average for first year students is 1.4. The average for second year students is 1.25, the average for 3rd year students is 1.6, the average for 4th year students is 1.75 and the average for 5th year students is 1.5.

SO my null hypothesis would be : number of years spent at my college would have no effect on number of services used

AND my alternative hypothesis would be that number of years spent at my school has an effect on number of services used.

I think that there will be no correlation. Just wondering how to set this up and execute it so I can prove statistically what is going on here. Any help would be appreciated!

Homework Equations


standard deviation (σ)
mean
z=(μ-mean)/(σ/sqrt(n))

The Attempt at a Solution


I need help picking which variables to use. Once I have all of the variables defined the analysis is straight forward. But applying this knowledge to real world data that i have collected is what I am struggling with.

would I be getting my standard deviation from the averages for each year?
 
Last edited:
Physics news on Phys.org
Title should say "Applying Hypothesis Test TO data Collected (Statistics)"
 
The standard deviation for the sample is 0.74810893259146
While the average for the whole sample size is 1.510638

The standard deviation for the averages of each year is 0.1903943276466
while the average of the averages is 1.5
 
Dusty912 said:

Homework Statement


So I am doing a project for statistics and wanted to apply a hypothesis test to see if there is a correlation between the number of years spent at my college and the number of services used. The services include library, recreational services, clubs, etc.. i sent out a survey to get data from students and obtained a sample of 50 students with a mean of 1.510638 services used for the whole sample size. The average for first year students is 1.4. The average for second year students is 1.25, the average for 3rd year students is 1.6, the average for 4th year students is 1.75 and the average for 5th year students is 1.5.

SO my null hypothesis would be : number of years spent at my college would have no effect on number of services used

AND my alternative hypothesis would be that number of years spent at my school has an effect on number of services used.

I think that there will be no correlation. Just wondering how to set this up and execute it so I can prove statistically what is going on here. Any help would be appreciated!

Homework Equations


standard deviation (σ)
mean
z=(μ-mean)/(σ/sqrt(n))

The Attempt at a Solution


I need help picking which variables to use. Once I have all of the variables defined the analysis is straight forward. But applying this knowledge to real world data that i have collected is what I am struggling with.

would I be getting my standard deviation from the averages for each year?

This looks like a standard problem in ANOVA---Google it.
 

Similar threads

  • · Replies 11 ·
Replies
11
Views
3K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 43 ·
2
Replies
43
Views
6K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 7 ·
Replies
7
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 1 ·
Replies
1
Views
4K