Profiling, Simulation and Data Analysis- Multiple Choice Questions

Que.________ generate random Normal variates with a given mean and standard deviation.
a. dnorm
b. rnorm
c. pnorm
d. rpois
Que.Point out the correct statement?
a. R comes with a set of pseudo-random number generators
b. Random number generators cannot be used to model random inputs
c. Statistical procedure does not require random number generation
d. For each probability distribution there are typically three functions
Que.______ evaluate the cumulative distribution function for a Normal distribution.
a. dnorm
b. rnorm
c. pnorm
d. rpois
Que._______ generate random Poisson variates with a given rate.
a. dnorm
b. rnorm
c. pnorm
d. rpois
Que.Point out the wrong statement?
a. For each probability distribution there are typically three functions
b. For each probability distribution there are typically four functions
c. r function is sufficient for simulating random numbers
d. R comes with a set of pseudo-random number generators
Que.Which of the following evaluate the Normal probability density (with a given mean/SD) at a point?
a. dnorm
b. rnorm
c. pnorm
d. rpois
Que._________ is the most common probability distribution to work with.
a. Gaussian
b. Parametric
c. Paradox
d. Simulation
Que.What will be the output of the following R code?
> x <- rnorm(10)
> x

a. [1] 0.01874617 -0.18425254 -1.37133055 -0.59916772 0.29454513[6] 0.38979430 -1.20807618 -0.36367602 -1.62667268 -0.25647839
b. [1] 22.20356 21.51156 19.52353 21.97489 21.48278 20.17869 18.09011[8] 19.60970 21.85104 20.96596
c. Min. 1st Qu. Median Mean 3rd Qu. Max.18.09 19.75 21.22 20.74 21.77 22.20
d. Error
Que.What will be the output of the following R code?
> x <- rnorm(10)
> summary(x)

a. [1] 0.01874617 -0.18425254 -1.37133055 -0.59916772 0.29454513[6] 0.38979430 -1.20807618 -0.36367602 -1.62667268 -0.25647839
b. [1] 22.20356 21.51156 19.52353 21.97489 21.48278 20.17869 18.09011[8] 19.60970 21.85104 20.96596
c. Min. 1st Qu. Median Mean 3rd Qu. Max.18.09 19.75 21.22 20.74 21.77 22.20
d. Error
Que.What will be the output of the following R code?
> pnorm(2)

a. 0.9772499
b. 1.9772499
c. 0.6772499
d. 2.6772499