MAST90105 精讲 Methods of Mathematical Statistics

讲解Independent Random Varia-bles 讲解Binomial Distribution 讲解Negative Binomial Distribution 讲解Poisson Distribution 结合自编例题，对重难点的解题思路进行梳理和答疑

讲解Random Variables of the Continuous Type 讲解The Exponential, Gamma and Chi-Square Distributions 结合自编例题，对重难点的解题思路进行梳理和答疑

讲解Uniform Distribution, Random Numbers, CDF etc from PDF 讲解Normal Distribution 结合自编例题，对重难点的解题思路进行梳理和答疑

讲解Generalities, Joint and Margin-al Distributions 讲解Covariance and Correlation 讲解Conditional Distributions 讲解Bivariate Normal Distribution 结合自编例题，对重难点的解题思路进行梳理和答疑

讲解Transformations of One and Two Random Variables 讲解Several Random Variables 讲解Random Variables associated with the Normal Distribution 讲解Central Limit Theorem & Law of Large Numbers 结合自编例题，对重难点的解题思路进行梳理和答疑

讲解Descriptive Statistics, Explorary Data Analysis and Order Statistics 讲解Maximum Likelihood and Method of Moments 结合自编例题，对重难点的解题思路进行梳理和答疑

讲解Simple Regression 讲解Asymptotic Distributions of Max-imum Likelihood Estimators 结合自编例题，对重难点的解题思路进行梳理和答疑

讲解Confidence Intervals for Means 讲解Confidence Intervals for Difference of Two Means 讲解Confidence Intervals for Propor-tions 讲解Sample Size 讲解Distribution Free Confidence Intervals for Percentiles 结合自编例题，对重难点的解题思路进行梳理和答疑

讲解Hypothesis Tests的基本概念 讲解Tests About Proportions 讲解Tests about One Mean 讲解Tests of the Equality of Two Means 结合自编例题，对重难点的解题思路进行梳理和答疑

讲解Distribution Free Tests 讲解Chi Square Goodness of Fit 讲解Contingency Tables 讲解Likelihood Ratio Test 结合自编例题，对重难点的解题思路进行梳理和答疑

全面梳理并复习课程知识，结合自编练习题进行查漏补缺