Use the information and table to answer the following questions.

a sociologist was interested in determining if there was a relationship between the age of a young adult (18 to 35 years old) and the type of movie preferred. a random sample of 93 adults revealed the following data. use a chi-square independence test to determine if age and type of movie preferred are independent at the 5% level of significance.

18-23 years old 24-29 years old 30-35 years old totals
drama 8 15 11 34
science fiction 12 10 8 30
comedy 9 8 12 29
totals 29 33 31 93
1. state the null hypothesis

a) age and type of movie preferred are not independent.

b) age and type of movie preferred are independent

c) age and type of movie preferred are not the same

d) age and type of movie preferred are related.

e) cannot be determined.

d

step-by-step explanation:

i used the pitagoras theoreme

total of apples - take away four

6-4 = 2

answer is 2 apples

explanation:

the loan estimate encourages consumers to shop. since it is the lenders who are required to issue a standardized loan estimate in a specific time frame, this way consumers are provided an opportunity to compare lenders and their products. otherwise consumer wouldn't know the benefits offered by other lenders.  

if a loan originator does not provide a loan estimate within 3 business days of receiving a completed loan application, that lender is in violation. lenders are required to issue a loan estimate within 3 days of applying for a loan or within 7 days prior to closing. having a loan estimate has following information.

not having loan estimate won't give you an idea of money to be borrowed.

you get to know your interest rates.

you also get to know if your interest rate can or may vary.

not having a good faith estimate can keep you unaware of aforementioned points.

10 - 8 = -2

  8 - 6 = -2

etc, so -2 is the common difference

step-by-step explanation: