Question 1

Which statistical method is used to estimate the population mean when the sample size is large and the population is normally distributed?

Answer

Correct Option: B

Question 2

What is the probability of getting a head when flipping a fair coin?

Answer

Correct Option: A

Question 3

Which regression model is used to predict a continuous response variable based on one or more continuous predictor variables?

Answer

Correct Option: A

Question 4

What is the difference between supervised and unsupervised learning in machine learning?

Supervised learning uses labeled data, while unsupervised learning uses unlabeled data.
Supervised learning is used for classification tasks, while unsupervised learning is used for clustering tasks.
Supervised learning is used for regression tasks, while unsupervised learning is used for classification tasks.
Supervised learning is used for clustering tasks, while unsupervised learning is used for regression tasks.

Answer

Correct Option: A

Question 5

Which statistical method is used to test the independence of two categorical variables?

Answer

Correct Option: C

Question 6

What is the probability of getting a sum of 7 when rolling two fair dice?

Answer

Correct Option: A

Question 7

Which regression model is used to predict a binary response variable based on one or more predictor variables?

Answer

Correct Option: B

Question 8

What is the difference between a population and a sample in statistics?

A population is the entire group of individuals or objects being studied, while a sample is a subset of the population.
A population is the entire group of individuals or objects being studied, while a sample is a larger group of individuals or objects being studied.
A population is a subset of the entire group of individuals or objects being studied, while a sample is the entire group of individuals or objects being studied.
A population is a larger group of individuals or objects being studied, while a sample is a subset of the entire group of individuals or objects being studied.

Answer

Correct Option: A

Question 9

Which statistical method is used to test the hypothesis that the mean of a population is equal to a specified value?

Answer

Correct Option: A

Question 10

What is the probability of getting a sum of 11 when rolling two fair dice?

Answer

Correct Option: C

Question 11

Which regression model is used to predict a count response variable based on one or more predictor variables?

Answer

Correct Option: C

Question 12

What is the difference between a parameter and a statistic in statistics?

A parameter is a numerical characteristic of a population, while a statistic is a numerical characteristic of a sample.
A parameter is a numerical characteristic of a sample, while a statistic is a numerical characteristic of a population.
A parameter is a qualitative characteristic of a population, while a statistic is a qualitative characteristic of a sample.
A parameter is a qualitative characteristic of a sample, while a statistic is a qualitative characteristic of a population.

Answer

Correct Option: A

Question 13

Which statistical method is used to test the hypothesis that the variance of a population is equal to a specified value?

Answer

Correct Option: D

Question 14

What is the probability of getting a sum of 2 when rolling two fair dice?

Answer

Correct Option:

Question 15

Which regression model is used to predict a response variable based on a set of decision rules?

Answer

Correct Option: D

Description: Statistical Analysis and Modeling Quiz
Number of Questions: 15
Created by: Aliensbrain Bot
Tags: statistics probability regression modeling