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Khoá học thống kê với JMP (Trung tam dịch vụ, sản xuất, kho bãi, Logistic...)
JMP là phần mềm rất mạnh về thống kê, JMP nhấn mạnh hoạt động tương tác với dữ liệu và đồ họa trong một cấu trúc tiến bộ để khám phá.
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Introduction Video
Course Contents
Learners must have a basic knowledge of statistics.
| No. | Contents | Type |
|---|---|---|
| 1. | Getting Started with JMP |
|
| The first boot with JMP |
Infographic | |
| Customize JMP |
Infographic | |
| Modeling Type |
Infographic | |
| The Personality of JMP |
||
| 2. | Data Tables, Reports, and Scripts |
Infographic |
| The Ins and Outs of a JMP Data Table |
Infographic | |
| Creating a New JMP Table |
Infographic | |
| Importing Data |
||
| Moving Data Out of JMP |
Infographic | |
| Saving Graphs and Reports |
Infographic | |
| Juggling Data Tables |
Infographic | |
| Creating Summary Statistics |
||
| Working with Scripts |
Online | |
| 3. | Formula Editor |
Online |
| The Formula Editor Window |
Online | |
| Using Popular Formula Functions |
Online | |
| Working with Dates |
Online | |
| Tips on Building Formulas |
Online | |
| Exercises |
Online | |
| 4. | What Are Statistics? |
Online |
| Overview |
Online | |
| Pondering |
Online | |
| Preparations |
Online | |
| Statistical Terms |
Online | |
| 5. | Simulations |
|
| Overview |
Online | |
| Rolling Dice |
Online | |
| Probability of Making a Triangle |
Online | |
| Exercises |
Online |
|
| 6. | Univariate Distributions: One Variable, One Sample |
|
| Describing Distributions of Values |
Online |
|
| Statistical Inference on the Mean |
Online |
|
| Practical Significance versus Statistical Significance |
Online |
|
| Exercises |
Online |
|
| 7. | The Difference Between Two Means |
|
| Two Independent Groups |
Online |
|
| Normality and Normal Quantile Plots |
Online |
|
| Testing Means for Matched Pairs |
Online |
|
| Exercises |
Online |
|
| 8. | Comparing Many Means: One-Way Analysis of Variance |
|
| What Is a One-Way Layout? |
Online |
|
| Comparing and Testing Means |
Online |
|
| Adjusting for Multiple Comparisons |
Online |
|
| Are the Variances Equal across the Groups? |
Online |
|
| Exercises |
Online |
|
| 9. | Fitting Curves through Points: Regression |
|
| Polynomial Models |
Online |
|
| Transformed Fits |
Online |
|
| Are Graphics Important? |
Online |
|
| Why It’s Called Regression |
Online |
|
| Exercises |
Online |
|
| 10. | Categorical Distributions |
|
| Categorical Situations |
Online |
|
| Categorical Responses and Count Data: Two Outlooks |
Online |
|
| A Simulated Categorical Response |
Online |
|
| Univariate Categorical Chi-Square Tests |
Online |
|
| 11. | Categorical Models |
|
| Fitting Categorical Responses to Categorical Factors: Contingency Tables |
Online |
|
| If You Have a Perfect Fit |
Online |
|
| Exercises |
Online |
|
| 12. | Multiple Regression - Medium Course |
|
| 13. | Fitting Linear Models - Medium Course |
|
| The General Linear Model |
Online |
|
| Two-Way Analysis of Variance and Interactions |
Online |
|
| Exercises |
Online |
|
| 14. | Design of Experiments – Medium Course |
|
| A Simple Design |
Online |
|
| Using the Custom Designer |
Online |
|
| Response Surface Designs |
Online |
|
| Split-Plot Designs |
Online |
|
| Design Strategies |
Online |
|
| Exercises |
Online |
|
| 15. | Bivariate and Multivariate Relationships - Advanced Course |
|
| 16. | Exploratory Modeling - Advanced Course |
|
| 17. | Control Charts and Capability - Advanced Course |
|
| What Does a Control Chart Look Like |
Online |
|
| Types of Control Charts |
Online |
|
| Specialty Charts |
Online |
|
| Capability Analysis |
Online |
|
| Exercises |
Online |
|
| 18. | Mechanics of Statistics - Advanced Course |
|
| Overview |
Online |
|
| Springs for Continuous Responses |
Online |
|
| Mechanics of Fit for Categorical Responses |
Online |
|
| 19. | Summary |
|
| Quick summary of previous learning |
Online |
|
| Advice from expert |
Online |
|
| Make a question |
Online |
Pictures
| Course type | Basic , Medium , Advanced |
|---|