Which of the following is true regarding the nature of descriptive and inferential statistics?
A)Descriptive statistics help us to describe the characteristics of data while inferential statistics help us to make decisions about data.
B)Inferential statistics help us to describe the characteristics of data while descriptive statistics help us to make decisions about data.
C)Descriptive statistics help us to determine causation from correlation.
D)Inferential statistics help us to describe the shape of a set of data.

Question

Quizplus · Accepted Answer

Descriptive statistics provide a summary of the characteristics of data, while inferential statistics are used to make predictions or draw conclusions about a population based on a sample from that population. Descriptive statistics summarize and organize data, while inferential statistics test hypotheses and make estimates about the population from the sample data. Therefore, option A is the correct answer. Option B is false because inferential statistics do not help describe data; they are used to make conclusions about a population from a sample. Option C is wrong because descriptive statistics cannot determine causation from correlation. Finally, option D is incorrect because inferential statistics are not used to describe the shape of data.

Which of the Following Is True Regarding the Nature of Descriptive