






Study with the several resources on Docsity
Earn points by helping other students or get them with a premium plan
Prepare for your exams
Study with the several resources on Docsity
Earn points to download
Earn points by helping other students or get them with a premium plan
The instructions and problems for the final exam of math 103. It includes multiple-choice questions, short answer questions, and integration problems. The exam covers topics such as calculus, probability, and statistics.
Typology: Exams
1 / 10
This page cannot be seen from the preview
Don't miss anything!







Rules governing formal examinations:
Problem # Value Grade
Total 50
Formulae
k=
k =
k=
k^2 =
k=
k^3 =
k=
rk^ =
1 − rN^ + 1 − r
∫ (^) b
a
f (x) dx = lim ∆x→ 0
k=
f (xk)∆x, xk = a + k∆x, ∆x = (b − a)/N
∫ (^) b
a
F ′(x) dx = F (b) − F (a),
∫ (^) b
a
udv = uv
b
a
∫ (^) b
a
vdu
Vshell =
∫ (^) b
a
2 πxf (x) dx, Vdisk =
∫ (^) b
a
πf (x)^2 dx, L =
∫ (^) b
a
1 + f ′(x)^2 dx
sin^2 θ + cos^2 θ = 1, tan^2 θ + 1 = sec^2 θ, cos^2 θ =
1 + cos 2θ 2
, sin^2 θ =
1 − cos 2θ 2 sin(A + B) = sin A cos B + sin B cos A, cos(A + B) = cos A cos B − sin A sin B,
sec θdθ = ln | sec θ + tan θ| + C,
sec^3 θdθ =
(sec θ tan θ + ln | sec θ + tan θ|) + C
∫ 1 1 + u^2
du = arctan u + C,
1 − u^2
du = arcsin u + C
d dx
(tan x) = sec^2 x,
d dx
(cot x) = − csc^2 x,
d dx
(sec x) = tan x sec x,
d dx
(csc x) = − cot x csc x,
x ¯ = Ex =
∑^ n
k=
xkp(xk), Vx =
∑^ n
k=
x^2 kp(xk) − (Ex)^2 ,
x ¯ = Ex =
∫ (^) b
a
xp(x) dx, Vx =
∫ (^) b
a
x^2 p(x) dx − (Ex)^2
F (x) =
∫ (^) x
a
p(x) dx, F (xmedian) =
p(E 1 and E 2 ) = p(E 1 )p(E 2 |E 1 ), p(E 1 or E 2 ) = p(E 1 ) + p(E 2 ) − p(E 1 and E 2 )
C(n, k) = n! (n − k)!k!
, P (n, k) = n! (n − k)!
p(k heads out of n tosses) = C(n, k)pk(1 − p)n−k
Tn(x) =
∑^ n
k=
f (k)(x 0 ) k!
(x − x 0 )k
(d) The concentration of a protein in a long, thin cylindrically shaped bacterium is given by the function c(x) where c is measured in mol/μm along the long axis of the cell and 0 < x < 3 is measured in μm. Suppose that when the cell divides, it splits at x = 3/ 2 μm and that all protein to the left of this point ends up in the left daughter cell and any to the right ends up in the right daughter cell. Determine which of the following statements is necessarily true: i. If the center of mass of the protein density is to the left of the median of the density, than the cell on the right gets more than half of the total protein. ii. If the center of mass of the protein density is at x = 1μm, then the cell on the left gets more than half of the total protein in the mother cell. iii. If the median of the protein density is at x = 1μm, then the cell on the left gets more than half of the total protein in the mother cell. iv. If the mean and the median are at the same point, both cells get the same amount of protein.
(e) 1 − 2 x^2 is the second order Taylor polynomial (around x = 0) for which one of the following functions? i. 1 − sin(4x) ii. e−x 2
iii. cos(2x) iv. e−^4 x v. cos(x)
(f) Which of the following is essentially a form of the Fundamental Theorem of Calculus? i. The area under the graph of f (x) between x = a and x = b is given by
∫ (^) b a f^ (x)^ dx. ii.
∫ (^) b a f^ (x)^ dx^ = limn→∞
∑n k=1 f^ (xk)∆x. iii. The derivative with respect to time of the position of a molecule is v. The net displacement of the molecule from t = 0 to t = T is given by
0 v(t)^ dt. iv.
∫ (^) b a f^ (x)^ dx^ =^ f^
′(b) − f ′(a).
(a) Calculate
k=1(k^ + 3)
(b) If
1 f^ (x)dx^ = 2 and^
3 f^ (x)dx^ = 5, find^
1 f^ (x)dx.
(c) If the continuous random variable x has probability density p(x) = π 2 sin(πx), 0 ≤ x ≤ 1, find
the mean value of x.
(d) A bag contains 5 red balls, 3 green balls, and 2 yellow balls. If balls are always replaced into the bag after being drawn, what is the probability of drawing the same colour out of the bag on two
successive attempts?
(e) The Taylor series for the function (^) 1+^1 x 2 around x = 0 is
1 + x^2
n=
(−1)nx^2 n^ = 1 − x^2 + x^4 − x^6 + x^8 − · · ·.
Use this fact to find the Taylor series for arctan(x) around x = 0 (hint: the formula sheet might
be useful).
(a) Find the area of this region. (b) Find the volume of the solid “dome” obtained by rotating this region about the y-axis. (c) Suppose the density of the solid from part (b) is p(y) = ky. Find its mass.
(a) Suppose the population growth is governed by the differential equation
dN dt
t + 1
Find N (t) if N (0) = 2. (b) Suppose the population growth is governed by the differential equation
dN dt
(t + 1)^2
Find N (t) if N (0) = 2. (c) What happens to the solution from part (b) as t → 1? Can you find an initial population N 0 for which this problem doesn’t occur for any time t?