Question: Do laying hens have a comparable average weight depending on

Agaiepsh

Agaiepsh

Answered question

2021-11-20

Question: Do laying hens have a comparable average weight depending on the food they eat ?
Find the type of analysis and the studied population used to answer the question above
information provided to help:
type of analysis: choose the right type of analysis to answer the questions
studied population: describe which population is concerned in each question (Ex: cows of all regions, or cows in X region, etc.)

Answer & Explanation

Alfonso Miller

Alfonso Miller

Beginner2021-11-21Added 20 answers

Step 1
Provided situation is: to check if laying hens have a comparable average weight depending on the food they eat.
Type of Analysis: Hypothesis Testing
This analysis can be done using chi-square test for independency.
There are two categorical variables as:
There are two variables under study, these are the average weight of the laying hens and the amount of food that they are eating.
Step 2
For a hypothesis test is to be performed, the food that the hens eat can be categorized. Then average weight is computed for each of these groups. Then for a hypothesis testing there will be a contingency table from which test statistic and further conclusion can be made.
Form of contingency table:
R1R2R3Row sumC1O11O12O13C2O21O22O23C3O31O32O33Column sumTotal
(number of rows and columns may vary according to categories)
Hypotheses can be constructed as:
H0: laying hens have a comparable average weight independent from the food they eat.
H1: laying hens have a comparable average weight depending on the food they eat.
Test statistic can be obtained as:
x2=(OiEi)2Ei
Where Oi is observed frequency and Ei is expected frequency.
Ei the expected frequency can be calculated using contingency table.
Ei=Row ×Column Total
Step 3
Let, the level of significance (a)=0.05
Decision rule:
Reject H0: if p value < level of significance (a)
p value is calculated from chi-square test statistic.
An aggregate of objects or individuals under study is known as population.
The studied population used for analysis are all the laying hens of the regions.

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