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Sales ComparisonHARD16.4% of exam

A grouped data analysis differs from paired sales in that grouped analysis:

Correct Answer

A) Compares relevant groups rather than only individual matched pairs

Grouped comparison examines sets of sales using relevant summaries or distributions rather than a single matched pair. It still requires comparable groups, reliable verification and control of confounding influences; a difference in raw means alone does not isolate a feature.

Answer Options
A
Compares relevant groups rather than only individual matched pairs
B
Needs exactly two sales in every group
C
Eliminates the need to control other price influences between the groups
D
Applies only to commercial properties

Why This Is the Correct Answer

Option A is correct because grouped data analysis compares relevant groups of sales rather than only individual matched pairs. It examines sets of sales through summaries or distributions, which can make use of more data than a single pair. It still requires comparable groups, reliable verification and control of confounding influences.

Why the Other Options Are Wrong

Option B: Needs exactly two sales in every group

Option B is wrong because grouped analysis does not need exactly two sales in every group. The point of grouping is to examine sets of sales, which typically contain more than a single pair.

Option C: Eliminates the need to control other price influences between the groups

Option C is wrong because grouped analysis does not eliminate the need to control other price influences between the groups. A difference in raw group averages alone does not isolate a feature if the groups differ in other ways.

Option D: Applies only to commercial properties

Option D is wrong because grouped analysis is not limited to commercial properties. It is a general technique that can be applied to residential and other property types when suitable data exist.

Pairs are two, groups are many

Paired sales compare two sales; grouped analysis compares sets of sales. Both need the other differences controlled.

How to use: Use this contrast when a question asks how grouped data analysis differs from paired sales.

Exam Tip

Watch for options that claim a technique removes the need to control other influences. Good analysis methods still require controlling confounding factors.

Common Mistakes to Avoid

  • -Treating a raw difference in group averages as proof of a feature's value
  • -Thinking grouped analysis is limited to commercial property
  • -Believing grouped analysis needs no control of other differences

Concept Deep Dive

Analysis

This question tests the difference between grouped data analysis and paired sales analysis. Paired sales compare individual matched sales, while grouped analysis compares sets of sales using summaries or distributions. Both still require comparable data and control of other price influences.

Background Knowledge

Grouped data analysis divides sales into groups, such as homes with and without a feature, and compares typical values like medians or averages between the groups. Like paired sales, it attempts to isolate a characteristic's effect on price, so the groups must be otherwise comparable and the data verified.

Real-World Application

An appraiser compares the median price per square foot of recent sales with pools to those without pools in the same subdivision. Before using the difference as support, the appraiser checks that the two groups are similar in size, age and location.

grouped data analysispaired salesadjustment supportconfounding influencesmarket analysis
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