    MATLAB 中的统计方法课程培训

管理数据
计算汇总统计
可视化数据
拟合分布
执行显著性检定
执行方差分析
拟合回归模型
化简数据集
产生随机数和进行仿真
Importing and Organizing Data

Objective: Bring data into MATLAB and organize it for analysis. Perform common tasks,
such as merging data and dealing with missing data.

Importing data
Data types
Tables of data
Merging data
Categorical data
Missing data
Exploring Data

Objective: Perform basic statistical investigation of a data set, including visualization and calculation of summary statistics.

Plotting
Central tendency
Spread
Shape
Correlations
Grouped data
Distributions

Objective: Investigate different probability distributions and fit distributions to a data set.

Probability distributions
Distribution parameters
Comparing and fitting distributions
Nonparametric fitting
Hypothesis Tests

Objective: Determine how likely an assertion about a data set is. Apply hypothesis tests for common uses,
such as comparing two distributions and determining confidence intervals for a sample mean.

Hypothesis tests
Tests for normal distributions
Tests for nonnormal distributions