Offline mode

数据缺失导致分析偏差 (Missing data leads to analytical deviation)

Grammar & Usage

fixed expression

neutral/formal

How it works

This phrase is a declarative statement following a 'cause and effect' structure. '数据缺失' (shùjù quēshī) serves as the cause, meaning 'missing data'. '导致' (dǎozhì) is the verb, meaning 'to lead to' or 'to cause'. '分析偏差' (fēnxī piānchā) is the effect, meaning 'analytical deviation' or 'analytical bias'.

Sample sentences

在统计学中，数据缺失导致分析偏差是一个常见且严重的问题。

In statistics, missing data leading to analytical deviation is a common and serious problem.

为了避免数据缺失导致分析偏差，我们必须采取有效的数据收集策略。

To avoid missing data leading to analytical deviation, we must adopt effective data collection strategies.

项目报告指出，早期的数据缺失导致分析偏差，进而影响了决策的准确性。

The project report indicated that early missing data led to analytical deviation, which in turn affected the accuracy of decisions.

Quick facts

structure:The structure 'A 导致 B' (A leads to B) is a common way to express causality in Chinese, particularly in formal or technical contexts. '偏差' (piānchā) specifically refers to a deviation from an expected value or standard, often implying a systematic error or bias.

Often used with

样本不足导致结果不准确 (Insufficient samples lead to inaccurate results)

信息不对称导致市场失灵 (Information asymmetry leads to market failure)

操作不当导致系统故障 (Improper operation leads to system failure)

过度解读导致误判 (Over-interpretation leads to misjudgment)

数据清洗 (data cleaning)

分析报告 (analysis report)

Mnemonic

Sign in for a creative sound-alike story that makes "数据缺失导致分析偏差 (Missing data leads to analytical deviation)" unforgettable 🧠

Get an AI-generated memory hook for 数据缺失导致分析偏差 (Missing data leads to analytical deviation) — a vivid scene that locks the word in your brain 🧠

Example

在统计学中，数据缺失导致分析偏差是一个常见且严重的问题。

In statistics, missing data leading to analytical deviation is a common and serious problem.

为了避免数据缺失导致分析偏差，我们必须采取有效的数据收集策略。

To avoid missing data leading to analytical deviation, we must adopt effective data collection strategies.