---
title: "搬运：Nikolai Slavov教授的Statistics for proteomics课程"
author: "omicsolution"
account: "omicsolution"
published_at: "2023-06-13T10:44:08+08:00"
captured_at: "2026-08-24T11:50:15.879977+08:00"
source_url: "https://mp.weixin.qq.com/s?__biz=MzI2MTI5NDAzNg==&mid=100003531&idx=1&sn=a89784e605397a5a6d4a0e2a36de083d&chksm=6a5ddc705d2a556617743831d6e623e2741d0006861a8b1db8c50ea3dd4fe8675fe33e62f4f3#rd"
---

# 搬运：Nikolai Slavov教授的Statistics for proteomics课程
视频目录

1. Types of missing data in proteomics

2. Non-ignorable missing data

3. Statistical significance of differential protein abundance

4. Gene and protein set enrichment analysis

5. Evaluating classification with Receiver Operating Characteristic

Curves

6. Propagating errors

7. Statistical Power Analysis

8. Introduction to dimensionality reduction

1. Types of missing data in proteomics

2. Non-ignorable missing data

3. Statistical significance of differential protein abundance

4. Gene and protein set enrichment analysis

5. Evaluating classification with Receiver Operating Characteristic Curves

6. Propagating errors

7. Statistical Power Analysis

8. Introduction to dimensionality reduction

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