Applied Mathematical Statistics I
A first course in statistics for students with the techniques of calculus at their disposal. The following topics will be studied with illustrations and problems drawn from various fields of applications: basic notions of probability and probability distributions; classical estimation and testing procedures for one and two sample problems; chi-square test.
Probability & Statistics for Engineers and Scientists, Walpole, Myers & Myers, Pearson, 9th edition, 2011.
|1||Introduction to Statistics and Data Analysis|
|3||Random Variables and Probability Distributions|
|5||Some Discrete Probability Distributions|
|6||Some Continuous Probability Distributions|
|7||Functions of Random Variables (Optional)|
|8||Fundamental Sampling Distributions and Data Descriptions|
|9||One- and Two-Sample Estimation Problems|
|10||One- and Two-Sample Tests of Hypotheses|
(Pasik-Duncan 2016 )