【Udemy中英字幕】Statistics with StatCrunch by the Math Sorcerer

使用 Math Sorcerer 的 StatCrunch 进行统计

使用 StatCrunch 进行完整的大学统计学课程

讲师：The Math Sorcerer

双语IT资源独家Udemy付费课程，独家中英文字幕，配套资料齐全！

用不到1/10的价格，即可享受同样的高品质课程，且可以完全拥有，随时随地都可以任意观看和分享。

您将学到什么

如何使用 StatCrunch 进行统计
定性数据和定量数据之间的区别
离散数据和连续数据之间的区别
总体、参数、样本和统计量的定义
测量级别：名义、序数、区间、比率
随机样本与简单随机样本
整群抽样、分层抽样、便利抽样和系统抽样
如何根据数据从头构建频率表/频率分布
如何根据信息填写频率表
如何根据公式和表格计算类宽度
如何计算类边界、频率、相对频率、类中点、累积频率和类边界
确定频率表是否正常
异常值的定义
从频率表查找平均值和标准差
如何读懂直方图
如何识别直方图的形状
如何判断直方图是否正常
如何在 StatCrunch 中创建帕累托图
如何在 StatCrunch 中创建饼图
如何在 StatCrunch 中创建茎图（茎叶显示）
如何在 StatCrunch 中创建散点图
How to Create a Dotplot in StatCrunch
How to Read Statistical Graphs and Recognize Bad Graphs
Understand the Notation in Statistics
Understand the Measures of Center: Mean, Median, Mode, and Midrange
Compute all the Measures of Center using StatCrunch
Understand the Measures of Variation: Range, Standard Deviation, Variance, and Coefficient of Variation
Compute all the Measures of Variation using StatCrunch
How to Compute the Coefficient of Variation by Hand
Understand Z-Scores and What they Mean Intuitively
How to Compute Z-Scores by Hand with the Formula
How to Find the Value of x Given the Z-Score
How to Compute the Maximum and Minimum Usual Values
Understand Boxplots(Box and Whisker Plots), the Five Number Summary, and the IQR(Interquartile Range)
Create a Boxplot, Find the Five Number Summary, and Find the IQR using StatCrunch
Understand How to Read Boxplots
How to Find Percentiles Given the Data with StatCrunch
Understand what a Probability Is
Understand the Various ways to Compute Probabilities
Understand The Basic Rules of Probability
Understand Complements in Probability
Understand the Addition Rule Formula for Probability and What it Means Intuitively
How to use the Addition Rule in Probability Problems
How to Compute Probabilities from a Table
Understand the Multiplication Rule for Probability
How to use the Multiplication Rule for Probability Both With and Without Replacement
Understand Conditional Probability
How to Compute Conditional Probabilities in Various Scenarios, including those which Include a Table
Understand the Multiplication Rule for Counting(AKA the Fundamental Principle of Counting) and How to Use it
Understand what a Permutation Actually Means
Understand what a Combination Actually Means
Understand the Difference between Permutations and Combinations
Compute Permutations and Combinations by Hand with the Formulas
Compute Permutations by Hand without the Formula
Compute Permutations and Combinations with StatCrunch
Compute Various Probabilities using the Theory of Counting(Multiplication Rule, Combinations, Permutations)
Understand what a Random Variable Actually Is
Determine if a Random Variable is Discrete or Continuous
Understand what a Probability Distribution Actually is
Determine if the Given Table Defines a Probability Distribution
Compute Probabilities from a Given Probability Distribution using StatCrunch and By Hand
Compute the Mean and Standard Deviation Given a Probability Distribution using StatCrunch
Understand What the Expected Value Means in the Context of the Real World(Lottery) and How to Compute it by Hand
Understand the Binomial Distribution and it’s Purpose
Compute Probabilities by Hand with the Binomial Distribution
Compute Probabilities with StatCrunch and the Binomial Distribution
Compute the Mean and Standard Deviation of the Binomial Distribution by Hand
Understand the Poisson Distribution(Very Cool!)
Compute Probabilities using the Poisson Distribution by Hand
Use StatCrunch to Compute Probabilities with the Poisson Distribution
计算泊松分布的平均值和标准差
手动构建样本均值的概率分布
手动构建样本比例的概率分布
了解正态分布和标准正态分布
如何使用正态分布和 StatCrunch 计算概率
使用 StatCrunch 查找正态分布下的面积
使用 StatCrunch 根据正态曲线下面积计算 Z 分数
使用正态分布和 StatCrunch 查找百分位数
使用 StatCrunch 绘制正态分布下的面积
使用正态分布和 StatCrunch 查找截止值
使用正态分布和 StatCrunch 查找四分位数
通过 StatCrunch 理解和使用中心极限定理
使用 StatCrunch 构建人口比例或人口百分比的置信区间
使用 StatCrunch 查找估计人口比例或百分比所需的样本量
使用 Z 和 StatCrunch 构建总体平均值的置信区间
使用 T 和 StatCrunch 构建总体均值的置信区间
使用 StatCrunch 查找估计总体平均值所需的样本量
使用 StatCrunch 构建两个总体均值的置信区间
使用 StatCrunch 构建两个总体比例的置信区间
使用 StatCrunch 对人口比例或百分比进行全面假设检验
使用 StatCrunch 对总体平均值进行全面假设检验
使用 StatCrunch 对两个总体平均值进行完全假设检验
使用 StatCrunch 对两个总体比例进行全面假设检验
使用 StatCrunch 对相关数据进行全面假设检验
如何使用 StatCrunch 计算各种假设检验的 P 值、检验统计量和临界值
理解线性相关的基础知识及其直观含义
了解线性相关系数的实际含义和代表意义
如何从数学和图形上确定是否存在线性相关性
如何使用 StatCrunch 计算线性相关系数和判定系数
如何使用 StatCrunch 计算最小二乘线（回归线）
如何使用 StatCrunch 在存在线性相关性的情况下进行预测
如何在不存在线性相关性的情况下使用 StatCrunch 进行预测