LOYOLA COLLEGE (AUTONOMOUS), CHENNAI –600 034
B.Sc., DEGREE EXAMINATION – STATISTICS
THIRD SEMESTER – APRIL 2004
ST 3500/STA 502 – STATISTICAL MATHEMATICS – II
21.04.2004 Max:100 marks
1.00 – 4.00
SECTION -A
Answer ALL questions. (10 ´ 2 = 20 marks)
- Define a Skew-Symmetric matrix and give an example.
- Define an Orthogonal matrix. What can you say about its determinant?
- Find the rank of .
- State a necessary and sufficient condition for R-integrability of a function.
- Is convergent?
- If f(x) = C x2, 0 < x < 1, is a probability density function (p.d.f), find ‘C’.
- Give an example of a homogeneous differential equation of first order.
- Distinguish between ‘double’ and ‘repeated’ limits.
- State any two properties of a Bivariate distribution function.
- State the rule of differentiation of a composite function of two variables.
SECTION -B
Answer any FIVE questions. (5 ´ 8 = 40 marks)
- Define ‘upper triangular matrix’. Show that the product of two upper triangular matrices is an upper triangular matrix.
- Find the inverse of A = using Cayley- Hamilton theorem.
- Find a) b)
- State and prove first Fundamental Theorem of Integral Calculus.
- If X has p.d.f f(x) = x2/18, -3 £ x £ 3, find the c.d.f of X. Also, find P(< 1),
P (X < -2)
- Solve: .
- Show that the mixed derivative of the following function at the origin are different:
f (x, y) =
- Define Gamma integral and Gamma distribution.
find the mean and variance of the distribution.
SECTION – C
Answer any TWO questions. (2 ´ 20 = 40 marks)
- a) Find the inverse of using sweep-out process or partitioning
method.
- b) Find the characteristic roots and any characteristic vector associated with them for the
matrix.
(10+10)
- a) Test the convergence of: (i) (ii) (iii) .
- b) Define Lower and Upper sum in the context of Riemann integration. Show that lower
sums increase as partitions become finer. (12+8)
- a) Investigate the maximum and minimum of
f(x,y) = 21x – 12x2 – 2y2 + x3 + xy2
- b) If f(x,y) = e-x-y, x,y > 0, is the p.d.f of (X, Y), find the distribution function. (12+8)
- a) Change the order of integration and evaluate: .
- b) Define Beta distributions of I and II kinds.
Find the mean and variance of Beta distribution of I kind (10+10)
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