課程大綱： MATLAB 中的統計方法課程培訓
管理數據
計算匯總統計
可視化數據
擬合分布
執行顯著性檢定
執行方差分析
擬合回歸模型
化簡數據集
產生隨機數和進行仿真
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
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