What is meant by saying that a variable has a chi-square distribution?

Short Answer

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If the distribution contains the shape of a special type of right skewed curve which is called the chi-square curve, then the variable is said to have a chi-square distribution. It is denoted by χ2.

Step by step solution

01

Step 1. Given information

We need to give the definition for a variable which is having a chi-square distribution.

02

Step 2.Definition for a variable having a chi-square distribution:

If the distribution contains the shape of a special type of right skewed curve which is called the chi-square curve, then the variable is said to have a chi-square distribution. It is denoted by χ2.

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Most popular questions from this chapter

If the observed and expected frequencies for a chi-square goodness-of-fit test, a chi-square independence test, or a chi-square homogeneity test matched perfectly, what would be the value of the test statistic?

A chi-square homogeneity test is to be conducted to decide whether a difference exists among the distributions of a variable of six populations. The variable has five possible values. What are the degrees of freedom for the x2-statistic?

The t-table has entries for areas of 0.10,0.05,0.025,0.01and0.005. In contrast, the χ2-table has entries for those areas and for 0.995,0.99,0.975,0.95and 0.90.Explain why the t-values corresponding to these additional areas can be obtained from the existing t-table but must be provided explicitly in the χ2-table.

12.51 Farms. The U.S. Department of Agriculture publishes information about U.S. farms in Census of Agriculture. A joint frequency distribution for number of farms, by acreage and tenure of operator, is provided in the following contingency table. Frequencies are in


Full ownerPart ownerTenantTotal
Under 50
7044
50-17949213038660
180-499198

368
500-999518414149
1000& over4111417172
Total1521541

a. Fill in the six missing entries.

b. How many cells does this contingency table have?

c. How many farms have under 50 acres?

d. How many farms are tenant operated?

e. How many farms are operated by part owners and have between 500 acres and 999 acres, inclusive?

f. How many farms are not full-owner operated?

g. How many tenant-operated farms have 180 acres or more?

Why is the phrase "goodness of fit" used to describe the type of hypothesis test considered in this section?

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