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math121b:final [2020/05/05 17:07]
pzhou
math121b:final [2020/05/06 11:26] (current)
pzhou [3. Probability and Statistics (20 pts)]
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 4. (5 pt) Consider a random walk on the real line: at t=0t=0, one start at x=0x=0. Let SnS_n denote the position at t=nt=n, then Sn=Sn1+XnS_n = S_{n-1} + X_n, where Xn=±1X_n = \pm 1 with equal probability.  4. (5 pt) Consider a random walk on the real line: at t=0t=0, one start at x=0x=0. Let SnS_n denote the position at t=nt=n, then Sn=Sn1+XnS_n = S_{n-1} + X_n, where Xn=±1X_n = \pm 1 with equal probability. 
   * (3pt) What is the variance of SnS_n   * (3pt) What is the variance of SnS_n
-  * (2pt) Use Markov inequality, prove that  +  * (2pt) Use Markov inequality, prove that for any c>1c > 1, we have
    P(Sn>cn)1/c2 \P(|S_n| > c \sqrt{n}) \leq 1/c^2     P(Sn>cn)1/c2 \P(|S_n| > c \sqrt{n}) \leq 1/c^2
  
  
  
math121b/final.1588723647.txt.gz · Last modified: 2020/05/05 17:07 by pzhou