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Question 37 of 37
Q.

(a) Using interpolation method estimate the output of a factory in 1986 from the following data.

Year1974197819821990
Output in 1000 tonnes256080170

OR

(b) The average number of customers, who appear in a counter of a certain bank per minute is two. Find the probability that during a given minute.

  1. No customer appears
  2. Three or more customers appear. (e−2=0.1353)(e^{-2} = 0.1353)
Tamil Nadu DgeTamil Nadu HSC (DGE) Commerce Board 2026Subjective· 5mImportance★★★★★
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(a) Unequal intervals → Lagrange's formula gives ≈108.75\approx108.75 (thousand tonnes). (b) Poisson λ=2\lambda=2: P(0)=e−2=0.1353P(0)=e^{-2}=0.1353; P(X≥3)=1−[P(0)+P(1)+P(2)]=0.3235P(X\ge3)=1-[P(0)+P(1)+P(2)]=0.3235.

Part (a) — Lagrange's interpolation (unequal intervals)

Data: (1974,25),(1978,60),(1982,80),(1990,170)(1974,25),(1978,60),(1982,80),(1990,170); estimate at x=1986x=1986. Since the arguments are not equally spaced, use Lagrange's formula.

Compute each Lagrange coefficient at x=1986x=1986:

L0=(x−x1)(x−x2)(x−x3)(x0−x1)(x0−x2)(x0−x3)=(8)(4)(−4)(−4)(−8)(−16)=−128−512=0.25,L_0=\frac{(x-x_1)(x-x_2)(x-x_3)}{(x_0-x_1)(x_0-x_2)(x_0-x_3)}=\frac{(8)(4)(-4)}{(-4)(-8)(-16)}=\frac{-128}{-512}=0.25,

L1=(12)(4)(−4)(4)(−4)(−12)=−192192=−1,L_1=\frac{(12)(4)(-4)}{(4)(-4)(-12)}=\frac{-192}{192}=-1,

L2=(12)(8)(−4)(8)(4)(−8)=−384−256=1.5,L_2=\frac{(12)(8)(-4)}{(8)(4)(-8)}=\frac{-384}{-256}=1.5,

L3=(12)(8)(4)(16)(12)(8)=3841536=0.25.L_3=\frac{(12)(8)(4)}{(16)(12)(8)}=\frac{384}{1536}=0.25.

Interpolated value:

y(1986)=25(0.25)+60(−1)+80(1.5)+170(0.25)y(1986)=25(0.25)+60(-1)+80(1.5)+170(0.25)

=6.25−60+120+42.5=108.75.=6.25-60+120+42.5=108.75.

Part (b) — Poisson distribution (λ=2\lambda=2)

P(X=x)=e−λλxx!P(X=x)=\dfrac{e^{-\lambda}\lambda^{x}}{x!} with λ=2, e−2=0.1353\lambda=2,\ e^{-2}=0.1353.

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