G H RAISONI UNIVERSITY, AMRAVATI
School of Engineering & Technology
B . Tech First year Engineering
Branch:Computer Science & Engineering (Sem-II)
SESSION: 2024-25 (S-2025)
(DETENTION) ASSIGNMENT
COURSE: LINEAR Algebra and Statistics
Q.1 Solve the following questions
A) i) What is regression? (1M) CO3
ii) The coefficient of correlation lies between (1M) CO3
a) 0 & 1 b) 0 & -1 c) -1 & 1 d) -1 & 0
iii) For perfect positive correlation, the coefficient of correlation should be (1M) CO3
a) ±1 b) +1 c) -1 d) 0
Q.1 Solve Any Two
B) i) Fit a straight line 𝒚 = 𝒂 + 𝒃𝒙 by the method of least square to the following data (6M) CO3
x 1 2 3 4 5
y 7 9 13 12 15
ii) Find the mean & median for the following data (6M) CO3
x 1 2 3 4 5 6 7 8 9
f 8 10 11 16 20 25 10 9 6
iii) Find the coefficient of correlation for the following data (6M) CO3
x 6 2 10 4 8
y 9 11 5 8 7
Q.2 Solve the following questions
A) i) What is random variable. (1M) CO4
ii) Define mode (1M) CO4
iii) Define mean (1M) CO4
Q. 2 Solve Any Two
B) i) A discrete random variable has the following probability function (6M) CO4
X 0 1 2 3 4 5 6
P(X) k 3k 5k 7k 9k 11k 13k
Find i) k ii) P(X<1) iii) P(X≥4)
ii) A variable X has the probability distribution (6M) CO4
X -3 6 9
P(X) 1/6 1/2 1/3
Find i)E(X) ii) E(X2)
iii) If X is continuous random variable with probability density function given by (6M) CO4
f(x)= kx for 0≤x<2
=2k for 2≤x<4
=-kx+6k for 4≤x<6 Find K and mean value of X