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Matlab statistical commands
Week
1
Exercise
class 1: A short repetition from earlier course in Statistics of the following
concepts
·
Random variable (r.v)
·
Discrete r.v (example; Bernoulli,
Binomial, Poisson)
·
Continuous r.v (example:
Exponential)
·
Probability mass function
(pmf)
·
Probability density function
(pdf)
·
Cumulative distribution function (cdf)
·
Expected value (mean
value)
·
Standard
deviation and variance
·
Moment
generating function
Exercise class
2:
·
Covariance and correlation
·
Joint
distribution
·
Marginal
distribution
·
The
normal distribution
·
The
Bivariate normal distribution
·
Convergence in distribution
·
The
Central limit theorem
Week
2
Exercise class 3:
·
Chapter 7: Problem 7 (in 2nd
edition)/7 (in 3rd edition), 15/15, 17/21, 25/31, 27/33, 43/49
Exercise class
4:
·
Chapter 6: Problem 5/5, 6/6
·
Chapter 8: Problem 1/1, 5 (3rd
ed), 5/7, 17/19,
57/71
Week
3
Exercise class 5 and 6:
·
Chapter 8: Problem 29/33, 42/50, 59/73
·
Chapter 9: Problem 5/5, 9/9, 12/12, 15/23, 21/29, 23/31, 29/37,
37/47
Week
4
Exercise class 7 and 8:
·
Chapter 10: Problem 1/1, 3/3, 9/9, 15/15, 17/17, 25/25, 29/29,
33/33, 41/41
·
Chapter 11: Problem 3/3, 13/13, 19/21
Week
5
Exercise class 9 and 10:
·
Chapter 11: Problem 34/36, 37/39
·
Chapter 12: Problem 19/21, 24/26
Week
6
Exercise class 11 and 12:
·
Chapter 13: Problem 5/5, 7/7, 13/13, 21/21
·
Chapter 14: Problem 2/2, 9/11, 13/15, 17/19, 31/35
Week
7
Exercise class 13 and 14:
·
Old
exams