Skip to main content
Sarkari MCQs Government Exam Question Bank
Menu
Question no. 93396

The operating lifespan of a television picture tube represents a____________?

Select your answer for: The operating lifespan of a television picture tube represents a____________?
Show answer

Answer: B. Continuous variable

Explanation

Television picture tube lifespans are measured on a continuous physical time scale. Measurements can take any fractional or decimal value within an operating range. This continuous range of possible outcomes defines a continuous random variable. Variables are classified as discrete or continuous based on their measurement scale. Continuous variables can assume infinitely many values along an unbroken interval. Lifespan, weight, and voltage are classic examples of continuous physical measurements.

Reliability engineers use continuous probability distributions to model product lifetimes. Warranty calculations depend on continuous lifespan models to predict failure rates. Distinguishing continuous variables ensures proper calculus integration in reliability analysis. Option A is incorrect because discrete variables involve countable separate integer values. Option C is wrong as qualitative variables describe categories rather than measurements. Option D is incorrect because constant values do not vary across observations.

Subject
Mathematics
Category
Statistics
Topic
—
Difficulty
medium

Related questions

Q1. If X and Y are independent random variables, what is the SD (X − Y)________________?

Select your answer for: If X and Y are independent random variables, what is the SD (X − Y)________________?
Show answer

Answer: B. SD(X)+SD(Y)

The variance of the difference of two independent variables is the sum of their variances. The standard deviation is the square root of the sum of variances.

Q2. What is the mean deviation of a Normal Distribution_____________?

Select your answer for: What is the mean deviation of a Normal Distribution_____________?
Show answer

Answer: A. 45σ

The mean deviation of a normal distribution is mathematically proportional to its standard deviation sigma. Deriving the mean deviation from the normal probability density function yields approximately zero point eight s...

Q3. The least squares regression line consistently passes through ____________________?

Select your answer for: The least squares regression line consistently passes through ____________________?
Show answer

Answer: B. (X,Y)

The least squares regression line mathematically always passes through the point of the means. Coordinates representing the mean of x and the mean of y sit directly on the fitted regression line. Minimizing squared resid...

Q4. Link relative is calculated as________________?

Select your answer for: Link relative is calculated as________________?
Show answer

Answer: C. Pn/ Pn-1 x100

Link relatives measure percentage price changes from one time period to the immediately preceding period. Dividing the current period price by the previous period price gives the periodic ratio. Multiplying this calculat...

Q5. For the constant values 4,4,4,4,4,4, calculate the mean deviation, variance, and standard deviation_______________?

Select your answer for: For the constant values 4,4,4,4,4,4, calculate the mean deviation, variance, and standard deviation_______________?
Show answer

Answer: D. 0

A dataset consisting entirely of identical constant values has zero dispersion or spread. Since every single number equals the mean, all deviation calculations result in a value of zero. Squaring and averaging zero devia...

Q6. What is the lowest possible value a variance can take________________?

Select your answer for: What is the lowest possible value a variance can take________________?
Show answer

Answer: E. 0

Variance is calculated as the average of squared deviations, which can never produce negative numbers. Squaring any real number, whether positive or negative, always yields a non-negative result. The absolute minimum val...

New!

Mock Test System is now available!

Prepare for your exam with interactive mock tests. Select your subjects, attempt 100 random MCQs against the clock, and see exactly where you stand.

Start Mock Test