课程精讲班

墨尔本大学

MAST90105 精讲 Methods of Mathematical Statistics

开课时间

2nd Mar 2021 8:05 am

课程时长

22小时

价格

$770

开课时间

6th Jun 2021 8:05 am

价格

$770

课程时长

22小时

授课方式

线上

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MAST90105 精讲 Methods of Mathematical Statistics客服
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Course Overview

课程简介

概率和统计的基础知识 最大似然,无偏估计,假设检验,显著性水平 离散分布,连续分布,二维分布 随机变量函数的分布,点估计,区间估计 每周课程精讲,重难点梳理 Tutor自编题目,当堂讲解练习

概率和统计的基础知识 最大似然,无偏估计,假设检验,显著性水平 离散分布,连续分布,二维分布 随机变量函数的分布,点估计,区间估计 每周课程精讲,重难点梳理 Tutor自编题目,当堂讲解练习

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课程导师

匠人臻选多门课HD大神(成绩90%+)做tutor, 无论问题深或浅, 都有大神相助

Course Schedule

课程安排

Lesson1
Week 3:Discrete Distributions 2
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
Lesson2
Week 4:Continuous Distributions 1
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
Lesson3
Week 5:Continuous Distributions 2
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
Lesson4
Week 6:Bivariate Distributions
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
Lesson5
Week 7:Distributions of Functions of RVs
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
Lesson6
Week 8:Point Estimation 1
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
Lesson7
Week 9:Point Estimation 2
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
Lesson8
Week 10: Interval Estimation
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
Lesson9
Week 11:Hypothesis Tests 1
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
Lesson10
Week 12: Hypothesis Tests 2
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
Lesson11
Week 13:Review
全面梳理并复习课程知识,结合自编练习题进行查漏补缺
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