Statisticians

Computer and Mathematical Occupations · Job Skills & Competencies · SOC 15-2041 · 321 skills

Occupation context

These O*NET tasks describe the occupation. They provide context for this SOC mapping, but do not mean every listed Skill performs every task.

Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
Report results of statistical analyses, including information in the form of graphs, charts, and tables.

O*NET task statements are shown in their source language (English). Task data excerpted from the O*NET® 29.1 Database (USDOL/ETA) and used under CC BY 4.0.

Representative sources

A bounded sample of popular skills mapped to this occupation, with at most one Skill from each GitHub repository. The complete mapped list follows.

ECNU-ICALK/AutoSkill

用于读取CSV文件数据，将大量数据点的横坐标映射到指定线性范围（如0-60）进行绘图，并自动标记波峰位置。

statistical-analysis-advisor

majiayu000/claude-skill-registry

Recommend appropriate statistical tests (T-test, ANOVA, Mann-Whitney, etc.) based on data type, distribution, sample size, and research design.

theneoai/awesome-skills

Expert statistician specializing in data collection methodology, statistical analysis, survey design, and census operations. Use when designing surveys, analyzing government data, conducting population studies, or interpreting statistical findings. Use when: statistics, data-analysis, census, survey, population.

survival-design-routing

keaven/gsDesign

Choose the appropriate gsDesign survival or exact-binomial workflow when requests involve calendar-time interim analyses, event- or information-driven survival looks, seasonal rare-event exact-binomial monitoring, or explicit randomization ratios; covers when to use gsSurvCalendar(), gsSurv(), simBinomialSeasonalExact(), and toBinomialExact().

All mapped skills

Browse the complete catalog mapping by repository popularity or latest source activity.

Skill names and descriptions remain in the language supplied by their source repository.

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ECNU-ICALK/AutoSkill

用于读取CSV文件数据，将大量数据点的横坐标映射到指定线性范围（如0-60）进行绘图，并自动标记波峰位置。

matlabxcorrtoeplitz

ECNU-ICALK/AutoSkill

在MATLAB中计算复信号的自相关函数向量，且不使用xcorr和toeplitz函数。

ECNU-ICALK/AutoSkill

使用MATLAB计算二维矩阵等高线围成的面积，过滤无效值，并将相同level的等高线面积合并统计。

modlisation-lagrangienne-de-systme-de-masses-ressorts

ECNU-ICALK/AutoSkill

Modéliser et analyser une chaîne d'oscillateurs (masses reliées par des ressorts) en calculant les énergies, le lagrangien, les équations du mouvement et en effectuant une analyse modale, en utilisant SymPy avec des contraintes spécifiques (boucles for, sans numpy).

ECNU-ICALK/AutoSkill

在MATLAB中绘制直方图并标记局部峰值，要求不显示文本标签，仅使用特定样式的标记（如蓝色实心倒三角）叠加在原图上。

statistical-analysis-advisor

majiayu000/claude-skill-registry

Recommend appropriate statistical tests (T-test, ANOVA, Mann-Whitney, etc.) based on data type, distribution, sample size, and research design.

statistical-analysis-advisor

majiayu000/claude-skill-registry

Recommends appropriate statistical methods (T-test vs ANOVA, etc.) based on dataset characteristics, performs assumption checking, and provides power analysis guidance. Trigger when user asks about choosing statistical tests, checking statistical assumptions, or needs guidance on experimental design and sample size calculations.

statistical-analysis

majiayu000/claude-skill-registry

Hypothesis testing, power analysis, ablation design, and multiple comparison corrections for ML experiment evaluation.

majiayu000/claude-skill-registry

Use when selecting statistical methods, performing power analysis, guiding uncertainty quantification, or validating MCMC/Monte Carlo implementations.

majiayu000/claude-skill-registry

Geostatistics, uncertainty quantification, and time series analysis for paleoseismic research. Use for z-score analysis, Monte Carlo dating uncertainty, spatial clustering, and recurrence statistics.

theneoai/awesome-skills

Expert statistician specializing in data collection methodology, statistical analysis, survey design, and census operations. Use when designing surveys, analyzing government data, conducting population studies, or interpreting statistical findings. Use when: statistics, data-analysis, census, survey, population.

survival-design-routing

keaven/gsDesign

Choose the appropriate gsDesign survival or exact-binomial workflow when requests involve calendar-time interim analyses, event- or information-driven survival looks, seasonal rare-event exact-binomial monitoring, or explicit randomization ratios; covers when to use gsSurvCalendar(), gsSurv(), simBinomialSeasonalExact(), and toBinomialExact().