Math 1140 - Fourrier - Nicolas Fourrier

Mar 20, 2012 - Each day is either rainy or sunny. If it rains one day, there is a 90% chance that it will be sunny the following day. If it is sunny one day, there is a ...
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MATH 1110 - Section 001

Spring 2012

Quiz 07 Name:

March 20, 2012

Directions: Write legibly, the use of documents is forbidden, giving or receiving aid on this assignement is forbidden. You will get zero if any of these happen.

   0.1 0.6 0.8 0.1 0.1 1. Let A = 0.7 0.3 0.1, B = 0.3 0.3 0.2 0.2 0.1 0.6 0.6 Determine whether the following statements

   0.1 0.3 1 0.3, C = 0.7 0 0.6 are true or false.

(a) A is a regular stochastic matrix. (b) B is a stable stochastic matrix. (c) C is a regular stochastic matrix. 4 points

Answer Statement 1 is false whereas statements 2 and 3 are true. 2. Each day is either rainy or sunny. If it rains one day, there is a 90% chance that it will be sunny the following day. If it is sunny one day, there is a 60% chance of rain the next day. In the long, run, what is the daily likelihood of rain ? (Let ’RAIN’ be state 1, and ’SUNNY’ be state 2). Detail your answer. 6 points



 0.6 Answer The stochastic matrix is: 0.4   x The goal is to find the stable distribution X = . Solve the following system: y    x + y = 1       x+y =1  x+y =1 0.1 0.6 x x 0.1x + 0.6y = x −0.9x + 0.6y = 0 → − → − =  0.9 0.4 y y 0.9x + 0.4y = y 0.9x − 0.6y = 0 Since the second third in this system it remains to solve:    and   equations     areequivalent,  1 1 x 1 1 1 x 1 = [2] + 0.9[1] = −0.9 0.6 y 0 −−−−−−−→ 0 1.5 y 0.9           1 1 x 1 1 0 x 0.4 2 = [1] − [2] = 3 [2] 0 1 y 0.6 0 1 y 0.6 −−→ −−−−−→   x 0.4 The stable distribition is = , thus the daily likelihood of rain is 40%. y 0.6 0.1 0.9

MATH 1110 - Section 001

Spring 2012

Quiz 07 Name:

March 20, 2012

Directions: Write legibly, the use of documents is forbidden, giving or receiving aid on this assignement is forbidden. You will get zero if any of these happen.

   0.1 0.6 0.8 0.1 0.1 1. Let A = 0.7 0.3 0.1, B = 0.3 0.3 0.2 0.2 0.1 0.6 0.6 Determine whether the following statements

   0.1 0.3 1 0.3, C = 0.7 0 0.6 are true or false.

(a) A is a regular stochastic matrix. (b) B is a stable stochastic matrix. (c) C is a regular stochastic matrix. 4 points

Answer Statement 1 is false whereas statements 2 and 3 are true. 2. Each day is either rainy or sunny. If it rains one day, there is a 90% chance that it will be sunny the following day. If it is sunny one day, there is a 60% chance of rain the next day. In the long, run, what is the daily likelihood of rain ? (Let ’RAIN’ be state 1, and ’SUNNY’ be state 2). Detail your answer. 6 points



 0.6 Answer The stochastic matrix is: 0.4   x The goal is to find the stable distribution X = . Solve the following system: y    x + y = 1       x+y =1  x+y =1 0.1 0.6 x x 0.1x + 0.6y = x −0.9x + 0.6y = 0 → − → − =  0.9 0.4 y y 0.9x + 0.4y = y 0.9x − 0.6y = 0 Since the second third in this system it remains to solve:    and   equations     areequivalent,  1 1 x 1 1 1 x 1 = [2] + 0.9[1] = −0.9 0.6 y 0 −−−−−−−→ 0 1.5 y 0.9           1 1 x 1 1 0 x 0.4 2 = [1] − [2] = 3 [2] 0 1 y 0.6 0 1 y 0.6 −−→ −−−−−→   x 0.4 The stable distribition is = , thus the daily likelihood of rain is 40%. y 0.6 0.1 0.9