Based on the 50 observations, is a binomial distribution an appropriate model? Perform a goodness-of-fit test with a = 0.05, degrees of freedom (k -p – 1) = 3 Question 1: State the parameter of interest Question 2: Formulate the null and alternative hypothesis Question 3: Find the value of the critical Chi-Square, xã, k-p-1 Question 4: Test the hypothesis if the distribution of the random variable X follows the binomial distribution

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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Consider the following frequency table of 50 observations on the random variable X:
Value
1
3 or more
Observed
4
21
10
15
Expected
8.8989
17.7979
14.8315
8.4717
Based on the 50 observations, is a binomial distribution an appropriate model? Perform a goodness-of-fit
test with a = 0.05, degrees of freedom (k – p – 1) = 3
Question 1:
State the parameter of interest
Question 2:
Formulate the null and alternative hypothesis
Question 3:
Find the value of the critical Chi-Square, xá, k-p-1
Question 4:
Test the hypothesis if the distribution of the random variable X follows the binomial distribution
v Question 1
a. Parameter of interest is the distribution of the random variable X
v Question 2
b. Because X2 # X²
reject the null hypothesis. Distribution is binomial.
a ,k -p -1
v Question 3
c. Ho: Distribution of random variable X is not binomial
v Question 4
H1: Distribution of random variable X is binomial
d. Because X? > X²
reject the null hypothesis. Distribution is not binomial
a ,k -p – 1
e. Ho: Distribution is binomial
H1: Distribution is not binomial
f. 7.81
g. 12.84
Transcribed Image Text:Consider the following frequency table of 50 observations on the random variable X: Value 1 3 or more Observed 4 21 10 15 Expected 8.8989 17.7979 14.8315 8.4717 Based on the 50 observations, is a binomial distribution an appropriate model? Perform a goodness-of-fit test with a = 0.05, degrees of freedom (k – p – 1) = 3 Question 1: State the parameter of interest Question 2: Formulate the null and alternative hypothesis Question 3: Find the value of the critical Chi-Square, xá, k-p-1 Question 4: Test the hypothesis if the distribution of the random variable X follows the binomial distribution v Question 1 a. Parameter of interest is the distribution of the random variable X v Question 2 b. Because X2 # X² reject the null hypothesis. Distribution is binomial. a ,k -p -1 v Question 3 c. Ho: Distribution of random variable X is not binomial v Question 4 H1: Distribution of random variable X is binomial d. Because X? > X² reject the null hypothesis. Distribution is not binomial a ,k -p – 1 e. Ho: Distribution is binomial H1: Distribution is not binomial f. 7.81 g. 12.84
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