"Determine whether the statement is true or false. If it is false, rewrite it as a true statement.
It is impossible to obtain all the census data about the U.S. population."

Verified step by step guidance

1. Understand the statement: The statement claims that it is impossible to obtain all the census data about the U.S. population. Consider what 'census data' means and the challenges associated with collecting it.
2. Recall the definition of a census: A census is a complete enumeration of a population, where data is collected from every individual in the population.
3. Consider practical challenges: While a census aims to collect data from everyone, practical issues such as non-responses, inaccessible populations, and data entry errors can make it difficult to achieve 100% accuracy.
4. Evaluate the truth of the statement: Based on the challenges mentioned, it is generally true that obtaining all census data perfectly is impossible. However, the census can still provide a very close approximation of the population data.
5. Rewrite the statement if false: If the statement is deemed false, a true version could be: 'It is extremely difficult to obtain all the census data about the U.S. population due to practical challenges, but efforts are made to collect as much accurate data as possible.'

Key Concepts

Census Data

Census data refers to the comprehensive collection of demographic information about a population, typically conducted at regular intervals by a government. In the U.S., the Census Bureau collects data on various aspects such as age, race, income, and housing. This data is crucial for policy-making, resource allocation, and understanding population trends.

Sampling and Estimation

Sampling and estimation are statistical techniques used to infer characteristics of a larger population based on a smaller subset. While a complete census aims to gather data from every individual, practical limitations often necessitate sampling methods to estimate population parameters. Understanding these concepts helps clarify the feasibility of obtaining complete census data.

Data Collection Challenges

Data collection challenges encompass the various obstacles faced when gathering information from a population. These can include logistical issues, non-response bias, and the dynamic nature of populations. Recognizing these challenges is essential to understanding why complete census data may be difficult to achieve, even if it is not entirely impossible.