課程信息

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完成這些課程後已開始新的職業生涯

17%

通過此課程獲得實實在在的工作福利

10%

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中級
完成時間大約為26 小時
英語(English)
字幕:英語(English), 意大利語, 中文(簡體)

您將獲得的技能

Likelihood FunctionBayesian StatisticsP-ValueStatistical Inference

學生職業成果

10%

完成這些課程後已開始新的職業生涯

17%

通過此課程獲得實實在在的工作福利

10%

加薪或升職
可分享的證書
完成後獲得證書
100% 在線
立即開始,按照自己的計劃學習。
可靈活調整截止日期
根據您的日程表重置截止日期。
中級
完成時間大約為26 小時
英語(English)
字幕:英語(English), 意大利語, 中文(簡體)

提供方

埃因霍温科技大学 徽標

埃因霍温科技大学

教學大綱 - 您將從這門課程中學到什麼

內容評分Thumbs Up96%(4,271 個評分)Info
1

1

完成時間為 3 小時

Introduction + Frequentist Statistics

完成時間為 3 小時
4 個視頻 (總計 56 分鐘), 5 個閱讀材料, 5 個測驗
4 個視頻
Frequentism, Likelihoods, Bayesian statistics9分鐘
What is a p-value20分鐘
Type 1 and Type 2 errors18分鐘
5 個閱讀材料
Structure of the Course1分鐘
Passing the Course1分鐘
Research on Quizzes10分鐘
Week 1: Overview2分鐘
Assignment 1: Which p-values can you expect?30分鐘
5 個練習
Consent Form for Use of Data2分鐘
Pop Quiz!30分鐘
Answer Form Assignment 1 : Which p-values can you expect?30分鐘
Pop Quiz 2!12分鐘
Exam Week 130分鐘
2

2

完成時間為 4 小時

Likelihoods & Bayesian Statistics

完成時間為 4 小時
4 個視頻 (總計 50 分鐘), 4 個閱讀材料, 4 個測驗
4 個視頻
Likelihoods16分鐘
Binomial Bayesian Inference14分鐘
Bayesian Thinking11分鐘
4 個閱讀材料
Week 2: Overview2分鐘
Interview with Professor Zoltan Dienes10分鐘
Assignment 2.1: Likelihoods30分鐘
Assignment 2.2: Bayesian Statistics30分鐘
4 個練習
Answer Form Assignment 2.130分鐘
Answer Form Assignment 2.2: Bayesian Statistics30分鐘
Pop Quiz 3!8分鐘
Exam Week 230分鐘
3

3

完成時間為 4 小時

Multiple Comparisons, Statistical Power, Pre-Registration

完成時間為 4 小時
4 個視頻 (總計 48 分鐘), 4 個閱讀材料, 3 個測驗
4 個視頻
Type 2 error control10分鐘
Interview Professor Dan Simons6分鐘
Pre-registration14分鐘
4 個閱讀材料
Week 3: Overview2分鐘
Assignment 3.1: Positive Predictive Value45分鐘
Assignment 3.2: Optional Stopping45分鐘
Interview Professor Dan Simons10分鐘
3 個練習
Answer Form Assignment 3.1: Positive Predictive Value30分鐘
Answer Form Assignment 3.2: Optional Stopping30分鐘
Exam Week 330分鐘
4

4

完成時間為 3 小時

Effect Sizes

完成時間為 3 小時
3 個視頻 (總計 29 分鐘), 2 個閱讀材料, 3 個測驗
3 個視頻
Effect Sizes10分鐘
Cohen's d9分鐘
Correlations9分鐘
2 個閱讀材料
Week 4: Overview1分鐘
Assignment 4: Calculating Effect Sizes1小時
3 個練習
Answer Form Assignment 4: Effect Sizes30分鐘
Pop Quiz 4!8分鐘
Exam Week 430分鐘

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  • Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:

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  • You will be eligible for a full refund until two weeks after your payment date, or (for courses that have just launched) until two weeks after the first session of the course begins, whichever is later. You cannot receive a refund once you’ve earned a Course Certificate, even if you complete the course within the two-week refund period. See our full refund policy.

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  • All videos have English and Chinese subtitles. the assignments are only available in English.

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