1 degree of freedom in chi – square test, the value of x2 for a probability of 0.05 is
**Core Concept:** The Chi-square test is a statistical test used to determine the significance of observed differences between expected and actual frequencies in categorical data. In a Chi-square test, degrees of freedom (df) is calculated as the number of categories minus 1. In this case, we need to find the Chi-square value for a probability of 0.05.
**Why the Correct Answer is Right:**
When there is only one degree of freedom in a Chi-square test, the value of x² for a probability of 0.05 is calculated using the Chi-square distribution table. The Chi-square distribution is a family of bell-shaped curves whose shape depends on the degrees of freedom. Here, since there is only one degree of freedom, we refer to the Chi-square distribution table to find the corresponding Chi-square value for a probability of 0.05.
**Why Each Wrong Option is Incorrect:**
A. This answer is incorrect because it does not account for the specific degree of freedom in the Chi-square test (1 in this case).
B. This answer is incorrect because it does not correctly apply the Chi-square distribution table for one degree of freedom to find the appropriate Chi-square value.
C. This answer is incorrect because it does not consider the specific degrees of freedom (1) in the Chi-square test and does not use the Chi-square distribution table.
D. This answer is incorrect because it does not account for the specific degrees of freedom (1) in the Chi-square test and does not use the Chi-square distribution table.
**Clinical Pearl:**
In clinical research, understanding Chi-square test with one degree of freedom is essential as it is commonly used for comparing the observed frequency of categorical variables against the expected frequency. By correctly calculating the Chi-square value for a probability of 0.05, you can determine if the observed frequencies are significantly different from the expected frequencies, leading to a conclusion about the association or difference between categorical variables.
**Correct Answer:** D. To find the Chi-square value for a probability of 0.05 with one degree of freedom (1 df), you would use the Chi-square distribution table. The value is approximately 3.841.
**Explanation:**
1. In a Chi-square test with one degree of freedom, the distribution follows the Chi-square distribution with 1 df (degree of freedom).
2. The Chi-square distribution table is used to find the Chi-square value for a given probability level (in this case, 0.05).
3. Using the Chi-square distribution table, we find that the Chi-square value for a probability of 0.05 with one degree of freedom is approximately 3.841.
4. Therefore, the correct answer is D, as it correctly utilizes the Chi-square distribution table to find the Chi-square value for a probability of 0.05 with one degree of freedom (1 df).