Statistical Methods (ISS Statistics Paper I (Old Subjective Pattern)): Questions 18 - 23 of 72

Get 1 year subscription: Access detailed explanations (illustrated with images and videos) to 165 questions. Access all new questions we will add tracking exam-pattern and syllabus changes. View Sample Explanation or View Features.

Rs. 550.00 or

Question number: 18

» Statistical Methods » Bivariate Distributions » Bivariate Normal Distribution

Appeared in Year: 2015

Essay Question▾

Describe in Detail

Let (X, Y) be distributed as bivariate normal BVN (3, 1, 16, 25, 3/5). Calculate P (4 < Y < 11.84|X=7)

Explanation

We had known that the conditional distribution of Y given X has mean Equation and variance Equation .

Equation

Equation

Using conditional mean and variance Equation

Equation

Equation

Equation

Equation

Question number: 19

» Statistical Methods » Tests of Significance » Z-Test

Appeared in Year: 2009

Essay Question▾

Describe in Detail

A manufacturer of alkaline batteries expects that only 5 % of his products are defective. A random sample of 300 batteries contained 10 defectives. Can we conclude the proportion of defectives in the entire lot is less than 0.5 at 5 % level of significance?

Explanation

A random sample of 300 batteries contained 10 defectives. A manufacturer of alkaline batteries expects that only 5 % of his products are defective that is testing of hypothesis is

H 0: P = 0.05 against H 1: P < 0.05

Here n = 300, numbers of defectives… (100 more words) …

Question number: 20

» Statistical Methods » Tests of Significance » T-Test

Appeared in Year: 2010

Essay Question▾

Describe in Detail

You are working as a purchase manager for a company. The following information has been supplied to you by two manufacturers of electric bulbs.

Company A

Company B

Mean life

1300

1288

Standard deviation

82

93

Sample size

100

100

Which brand of bulbs are you going to purchase if you desire to take a risk of 5%?

Explanation

Here the sample size is n = 100

The standard deviation and mean of two samples is different. The null hypothesis is the mean life of bulb of company A is equal to the mean life of bulb of company B and alternative its differ.

Equation

The test statistic is… (80 more words) …

Question number: 21

» Statistical Methods » Measures of Location

Appeared in Year: 2011

Essay Question▾

Describe in Detail

Let Z be a random variable with p. d. f. f (z). Let z α be its upper α th quantile. Show that if X is

a random variable with p. d. f. Equation then σz α +µ is the upper α th quantile of X.

Explanation

Let Z be a random variable with p. d. f. f (z). Given that the quantile of z is defined as

Equation

X is a random variable with p. d. f. Equation, then quantile is

Equation

Assume Equation

Then the limit is

Lower limit is - Equation and upper… (30 more words) …

Question number: 22

» Statistical Methods » Non-Parametric Test » Run

Appeared in Year: 2012

Essay Question▾

Describe in Detail

Name two non-parametric tests for comparing locations of two correlated populations.

Explanation

The Wald-Wolfowitz runs test and Mann-Whitney U-test comparing locations of two correlated populations. Let the sample 1 consider the population X and sample 2 consider the population Y. The hypothesis whether two sample comes from same identical population. We test the following null and alternative hypothesis is

Equation

Question number: 23

» Statistical Methods » Non-Parametric Test » Wald-Wolfowitz

Appeared in Year: 2013

Essay Question▾

Describe in Detail

The values of two random samples are arranged below in an increasing order with X denoting the value of sample I and Y denoting the value of sample 2:

XXXYXYYYYXXYXXXYXXYYY

Use Wald-Wolfowitz run test to test whether the two samples may be regarded as coming from a common population.

Explanation

Wald-Wolfowitz run test uses the data of two random samples, sample 1 is X variables of size n = 11 and sample 2 is Y variables of size m = 10 from two population F X (x) and F Y (y) respectively.

The hypothesis under the test is that the… (84 more words) …

f Page
Sign In